
AI Voice Agents - The Complete Guide to Voice Chat (2025)
Learn everything about an AI voice agents, its benefits, implementation tips, and the AI voice chat applications for business success.
Longer wait times, high call volumes, and language barriers in call centers often frustrate customers. Complex interactive voice response (IVR) menus only add to the problem, leading to customer dissatisfaction. That’s why companies are adopting smarter self-service solutions like artificial intelligence (AI) voice agents. In fact, experts predict the voice bot market will reach $98.2 billion by 2027, showing a clear trend toward smarter solutions to improving customer experience.
AI voice agents technology combines Natural Language Processing (NLP), machine learning, and voice recognition to transform customer interactions. It provides quicker, more efficient service and improves the overall customer experience.
In this guide, we'll explore what AI voice agents are, their key features, practical use cases, and tips on how to implement a voice agent in your business.
What is an AI voice agent?
An AI voice agent is a two-way conversational tool that communicates with the customer. It automates inbound and outbound calls without human intervention and transfers calls to a human agent when needed.

The biggest advantage? Callers can navigate an IVR by speaking naturally, without listening to long, complex menus or pressing numbers on a keypad.
Popular AI voice agent examples include Apple's Siri, Google Assistant, and Amazon's Alexa. These tools simplify interactions, provide instant answers, and automate tasks. In contrast, advanced bots like IBM’s Watson Assistant and Microsoft’s Cortana handle customer support, sales inquiries, and internal communications.
Types of AI voice agents
Here’s a breakdown of the four main types of AI voice agents and how they can benefit your business:
Rule-based AI voice agent
Rule-based voice agent use predefined sets of questions and rules to offer answers or perform tasks. Such voice agents handle routine tasks and customer FAQs. They answer all queries that fall under the if-this-then-that logic.
For example, an e-commerce site using a bot to guide customers in checking their order status or a banking site handling routine inquiries like balance checks, bill payments, transaction histories, etc.
AI-assisted voice agent
AI-assisted voice agents use machine learning and natural language to interpret conversations so they can analyze the context and grasp what the speaker means. This makes them far more capable and user-friendly than the conventional, rule-based voice agents.
Let’s suppose a user asks Alexa, 'What's the weather tomorrow?' and then follows up with, 'How about next week?' it remembers the context. This adaptability means customers don’t have to repeat themselves, creating a more contextual customer experience.
Conversational AI voice agent
Conversational voice agents make conversations using natural language. They’re more nuanced than AI-assisted voice agents as they can handle complex conversations using everyday language to create more personalized interactions.

Google Duplex, and IBM Watson Assistant, are examples of conversational voice agents. They can make phone calls, make reservations, and handle natural conversations with a human-like tone.
Voice-activated voice agent
These bots use voice commands to answer practical questions and perform routine tasks. They are more flexible than personal voice agents that adapt to speakers and perform customized tasks.
Such bots serve as digital assistants to AI-assisted bots like Siri.
How does an AI voice agent improve customer engagement?
A customer calling your sales team wants to feel valued and understood. An AI voice agent does that. It puts the customer at the center, creating a better experience and driving business benefits as a result. Let’s understand it with a few use cases.
Use case: Get a quick update on order status, 24/7

Assuming the AI voice agent is integrated into your CRM, it greets the customer by name. Instead of navigating through a branched IVR to get their order status, the customer can simply say ‘order status’ and the voice bot pulls out the order details from the CRM and gives the user a real-time update within seconds.
Sheraz Ali, the Founder of HARO Links Builder states that their voice agent managed over 30% of customer interactions in one of their company projects and drastically reduced wait times.
“It also improved our response efficiency and led to a 20% increase in customer satisfaction scores and a reduction in operational costs within three months.”
Benefits:
- Decreased waiting time.
- Limited IVR menu navigation.
- No human intervention is required.
- Quick response times.
- Reduced business costs.
- Tangible increase in customer satisfaction.
Use case: Improve language learning for students

A language learning platform uses a voice agent to provide real-time translations and personalized tutoring. So the voice agent instantly supports students in any subject by translating and clarifying complex terms in their preferred language.
Benefits:
- Reduced requirement for multilingual staff.
- Increases inclusivity as the bot answers in the user’s preferred language.
- Language barriers are removed.
Use case: Improve patient outcomes in healthcare

It's easy to miss appointments or forget to deliver prescriptions to the patient’s home timely. A healthcare service can employ a voice agent to deliver personalized care and offer preliminary health assessments, medication reminders, and easy appointment scheduling, all according to the individual patient's needs.
Benefits:
- Saves time by streamlining appointment bookings.
- Ensures medication adherence with timely reminders.
- Reduces workload for healthcare providers with automated support.
Use case: Streamline routine financial services

Once integrated with the banking system, the voice agent automates routine financial tasks, provides instant account information, processes transactions, and delivers personalized financial advice around the clock.
Benefits:
- 24/7 access to financial services without wait times.
- Improves customer experience with quick, accurate responses.
- Automates routine tasks, freeing up staff for complex queries.
- Provides personalized advice to improve financial decision-making.
Use case: Get personal shopping assistance

An e-commerce platform can use a voice agent to assist customers with product selection, provide personalized recommendations, and automate the sales process from start to finish.
Benefits:
- Delivers a personalized shopping experience 24/7.
- Boosts sales with customized recommendations.
- Reduces cart abandonment by guiding customers to checkout.
- Improves customer satisfaction with fast, accurate service.
Features of an AI voice agent
To understand why voice agents are so effective, let’s look at the key features that improve the overall customer service experience while streamlining business operations.
The best voice agents for businesses come equipped with:
Natural language understanding (NLU)
An AI voice agent understands user queries by converting speech into text using AI and NLP. It then forms an appropriate response and converts it back into speech using text-to-speech (TTS) technology. This ability to understand and respond in natural, conversational language sets AI voice agents apart from traditional IVR systems, which rely on rigid, menu-based responses.

Personalization capabilities
Customers want quick, personalized responses to their queries, unlike complex IVR systems that frustrate them with lengthy menus. An AI voice agent offers contextual conversations, adapting to the user’s intent. It detects speech cues, skips irrelevant interactions, and also transfers calls to the right agent.
Hence, when comparing voice agents to IVRs, the bot's ability to offer personalized interactions like a human outshines communication systems that follow even the best IVR practices.
Multi-language support
AI voice agents break down language barriers, supporting multiple languages to provide a more inclusive and accessible customer experience. Businesses can easily connect with diverse customer bases across the globe.
For instance, Plivo supports speech recognition in 27 languages and their regional variants.
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Integration with other platforms and services
AI voice agents easily integrate with platforms like customer relationship management (CRM) systems, Enterprise resource planning (ERP) tools, and ticketing software. They access and update customer data in real time to ensure accuracy.
These bots also pull relevant details, automate follow-up actions, and sync with communication channels like email or chat. This creates a personalized and consistent customer experience across all touchpoints.
Benefits of voice agents
Let’s now look at the benefits of AI voice agents.
Enhanced user experience
Many businesses have concerns over the quality of a voice agent for customer service. However, a voice agent answers queries quickly regardless of the time of the day. Speedy, reliable answers are important to providing excellent service, making voice agents an invaluable tool for businesses looking to improve customer satisfaction.
Additionally, businesses can:
- Handle routine queries and common tasks faster than human agents.
- Remove the need for users to navigate complex IVR menus.
- Manage high-volume calls without errors.
Better cost efficiency
An AI voice agent doesn’t just save time, it also saves money. It boosts user satisfaction and reduces support times by automating repetitive queries. This frees up staff for higher-value tasks, and interacting with customers after hours has improved lead conversion.
The direct benefits to businesses are:
- Reduces the need for a larger customer support team.
- Allows human agents to focus on complex, high-value inquiries.
- Engages users outside business hours to boost marketing return on investment (ROI).
- Lowers training costs and minimizes the risk of providing incorrect information.
Accessibility for users with disabilities
With over one billion people living with disabilities worldwide, voice agents make services more inclusive. They enable hands-free, accessible interactions, allowing customers with visual, motor, or cognitive impairments to engage with the business easily. This not only improves customer satisfaction but also broadens the company’s reach to a more diverse audience.
Data collection and analysis for improved services
Voice agents don’t just serve customers — they also gather insights. Use this data to analyze data and improve services, personalize marketing efforts, and make more informed business decisions.
24/7 availability
Unlike human agents, voice agents are always accessible. They ensure customers get help whenever they need it, contributing to a more consistent and reliable customer experience.
Future of AI voice technology
As IBM's data engineer, Chris Hay puts it, "We're entering an era where every mom-and-pop shop can have the same level of customer service as an enterprise." This statement captures the transformative potential of voice recognition technology.
AI voice chat applications benefit businesses of all sizes by delivering top-tier customer experiences. Tech giants are already paving the way. Microsoft has updated its Copilot AI with advanced voice capabilities, allowing it to handle complex queries with natural language reasoning, while Meta has introduced voice AI to its messaging apps.
AI voice assistants will move beyond smartphones, integrating into wearable devices like the recently unveiled Meta Orion augmented reality glasses. For businesses handling sensitive client relationships, this could mean smarter, empathetic bots that mirror the tone and approach of a human assistant.
Key upcoming trends:
- Hyper-personalization: Customized voices and targeted recommendations.
- Advanced problem-solving: Managing complex queries using natural language.
- Real-time analytics: Analyzing customer tone for deeper insights.
Yet, challenges remain. Arvind Rongala, the founder of a skill-management solution provider, shares, “There are still issues, especially with data privacy and ensuring interactions are human-like. In addition to resolving problems with bias in training data and regulatory compliance, businesses must strike a balance between automation and personalization. For example, adhering to GDPR regarding the storage of voice data can be challenging, but doing so is essential to fostering trust.”
Ultimately, businesses need to prioritize data security, explore multi-device integration options, and develop stronger contextual understanding for natural interactions.
Launch an AI voice agent with Plivo
Any scaling business needs a voice agent that's easy to integrate, globally accessible, and cost-effective without sacrificing quality.
Plivo checks all these boxes, offering seamless integration, seven global points of presence for low-latency interactions, and competitive rates starting at just $0.0040 per minute. It's ideal for businesses willing to scale while keeping operational costs in check.
In fact, Plivo can reduce operational costs by up to 40%.
Moreover, its commitment to reliability is backed by a 99.99% uptime guarantee, with failover capabilities that switch within two seconds if any disruptions occur.
You can launch voice agents with Plivo using just a few lines of code.
- Log in to your OpenAI Account: Secure your API key and RealTime API access.
- Log in to your Plivo Account: Sign up and get a voice-enabled number.
With integration options for leading speech-to-text (STT) and TTS providers like Deepgram and ElevenLabs, you can launch AI voice agents in multiple regions, including India, using local numbers.
Use Plivo-powered voice agents for:
- Personal shopping assistance: Offer personalized recommendations, go through product selections, and close sales.
- Healthcare automation: Improve patient outcomes with medication reminders, and appointment scheduling, and offer preliminary health assessments.
- Inclusivity in education: Break language barriers in learning with real-time translations and personalized tutoring across multiple subjects.
- Routine financial services automation: Provide instant account information, personalized financial advice, transaction processing status, etc. to customers.
With a 24/7 AI voice agent, your business can handle these tasks around the clock, ensuring that customers are never left waiting. Want to improve customer experience with Plivo? Contact us today.

8 Best AI Voice Automation Platforms in 2026
e Automation Software for Sales & Support (2026) Meta Description: Explore the 8 best AI voice automation platforms in 2026. Compare enterprise-ready tools for sales, support, scheduling, and intelligent call handling.
8 Best AI Voice Automation Platforms in 2026
The era of "Press 1 for Sales" is effectively over. In 2026, customers expect immediate, intelligent conversation, and businesses that stick to rigid keypad menus are actively losing revenue.
Modern voice automation has evolved far beyond simple call routing. Today's best platforms enable you to deploy infinite agents that sound, think, and react like your top employees, handling complex sales objections, scheduling appointments, and resolving support tickets without a human ever picking up the phone.
But with hundreds of new tools flooding the market, finding one that actually delivers low latency and stability is a challenge. We have analyzed the top contenders to bring you the 8 platforms that are truly enterprise-ready.
Here is the list.
How to select the best AI voice automation platforms
To ensure this list serves both technical engineering teams and non-technical business owners, we evaluated eight platforms based on four critical performance metrics:
- Latency & Human-Likeness: We prioritized platforms that minimize the "awkward pause" (sub-1000ms response times) and offer voices that capture human nuance, including the ability to handle interruptions and "barge-ins" naturally.
- Integration Capabilities: A voice agent is only as good as the data it can access. We selected tools that offer deep, native integrations with major CRMs (HubSpot, Salesforce) or robust APIs that allow the agent to trigger complex backend actions.
- Reliability at Scale: We looked for infrastructure capable of handling hundreds of concurrent calls without degrading audio quality or crashing, ensuring stability for high-volume campaigns.
- Flexibility (Code vs. No-Code): We purposefully included a mix of "developer-first" APIs (for maximum control) and "no-code" visual builders (for rapid deployment) to cater to different organizational needs.
Also Read: AI Voice Agents-The Complete Guide to Voice Chat
A Quick Overview of the Best AI Voice Automation Platforms
Top 8 AI Voice Automation Platforms
Plivo
Best for: Businesses that need to automate actual customer phone calls with high reliability and low latency, scaling from simple no-code workflows to complex, programmable enterprise solutions.
Plivo is a voice-first AI agent and cloud communications platform that distinguishes itself by owning and operating its entire telephony, messaging, and AI stack. Unlike many tools that rely on third-party carriers like Twilio, Plivo's single-stack approach significantly reduces latency and improves reliability, boasting 99.99% uptime and compliance with standards like HIPAA, GDPR, and PCI DSS. Small businesses can start quickly with its no-code builder, "Vibe," using plain English instructions, while enterprises can leverage powerful programmable APIs to build complex, multi-channel workflows that share context across voice, SMS, and WhatsApp without ever switching platforms.
Key features
- Built-In Telephony: Native phone numbers, global connectivity, and SIP trunking without dependence on external carriers.
- Real-Time Audio Streaming: Streams live call audio via WebSockets for low-latency speech recognition and natural turn-taking.
- Multi-Channel AI Conversations: Extends agent logic and context across voice, SMS, and WhatsApp for consistent interactions.
- No-Code AI Agent Builder (Vibe): Allows users to create and deploy voice agents by defining goals and workflows in plain English.
- Programmable APIs & Integrations: Full control over workflows with well-documented APIs and webhooks to connect with CRMs and internal systems.
Pros
- Reduced Latency: Owning the telephony infrastructure eliminates hops to third-party carriers, ensuring faster response times.
- Production-Grade Reliability: Trusted by Fortune 500 companies with a 99.99% uptime guarantee.
- Seamless Scalability: Start with a small no-code workflow and scale to a fully programmable production system without rebuilding.
Cons
- Overkill for Basic Needs: Not ideal for businesses that only require a simple IVR or voicemail system with no AI logic.
- Configuration Required: Not suited for users seeking a pre-scripted, vertical-specific agent with zero configuration.
Pricing
Plivo offers pay-as-you-go pricing on our Professional plan with no monthly commitment, while Enterprise plans start at $1,000 per month for teams that need higher scale and dedicated support.
Bland AI
Best for: Hyper-scalable, enterprise-grade automated phone calls and voice agent workflows where large call volumes and deep customization matter most.
Bland AI is a voice automation platform focused on handling both inbound and outbound phone interactions using realistic conversational AI. Built with enterprise needs in mind, it provides programmable call flows, voice synthesis, and integration hooks that let teams automate complex telephony use cases, such as sales outreach, customer support, appointment reminders, and high-volume engagement, without relying on large human call center teams.
Key features
- Realistic, human-like voice agents capable of sustaining natural phone conversations.
- Developer-first APIs and webhook access for custom call logic and integration with CRM/telephony systems.
- Support for high concurrency and massive call volume automation.
- Voice cloning and multilingual voice customization options.
- Pathways or programmable conversation flows to define logic, routing, and call outcomes.
Pros
- Handles large call volumes reliably without degradation
- Strong customization through APIs and programmable logic
- Voice quality is more natural than many competitors
Cons
- Steep learning curve for non-technical teams
- Costs can escalate quickly with high usage
Pricing
Bland AI does not publish pricing publicly, and you need to contact their sales team for current plans and quotes.
Vapi
Best for: Developers who want a low-latency orchestration layer to mix and match the best AI models (BYOK) for their specific needs.
Vapi is a dedicated infrastructure that glues together various AI components rather than offering a single black-box solution. It handles the difficult mechanics of voice conversation, such as turn-taking, endpointing (knowing when someone has finished speaking), and latency optimization, while allowing you to plug in any provider you want. This means you aren't locked into a specific voice model; you can use Deepgram for transcription, OpenAI for intelligence, and ElevenLabs for speech, all orchestrated seamlessly by Vapi.
Key features
- Developer APIs and SDKs for full workflow control
- Real-time voice orchestration with low latency (sub-600 ms)
- Plug-and-play with multiple STT, LLM, and TTS providers
- Support for inbound and outbound voice agents via telephony or web embeds
- Multilingual support and customizable conversation logic
Pros
- Allows instant swapping of LLMs, voices, or transcribers as better models hit the market
- "Bring Your Own Key" model avoids the usage markups typical of all-in-one platforms
- Clean, modern API with excellent documentation tailored specifically for software engineers
Cons
- Not beginner-friendly or no-code
- Costs increase as external services scale
Pricing
Usage-based, pay-as-you-go pricing with a free $10 credit, plus custom enterprise plans via annual contract.
Retell AI
Best for: Developers seeking the fastest route to convert an existing LLM into a low-latency voice agent.
Retell AI is an AI voice agent platform that lets businesses build, deploy, and manage conversational phone agents that sound human, handle inbound/outbound calls, and automate routine workflows with low latency and high reliability. It combines speech-to-text, LLM intelligence, and telephony integration into a unified system for customer service, lead qualification, scheduling, and more.
Key features
- Connects to any custom LLM backend (OpenAI, Anthropic) via WebSocket
- Visual dashboard for testing prompts and voices without code
- Built-in noise cancellation for clear audio transcription
- Supports both phone numbers and web-based audio streaming
- Detailed post-call analytics including latency breakdowns
Pros
- Visual playground enables testing ideas in minutes
- Industry-leading latency (often <800ms) for natural pacing
- Removes the need to build complex VoIP infrastructure
Cons
- Complex logic requires hosting and managing your own server
- Creates a dependency on their proprietary gateway
Pricing
No platform fees with pay-as-you-go usage pricing, plus a custom enterprise plan for high-volume teams.
Synthflow
Best for: Agencies and non-technical teams who need a no-code visual builder to automate appointment setting and lead intake.
Synthflow AI is a voice automation platform designed to help businesses automate inbound and outbound phone interactions using intuitive visual builders and enterprise-grade telephony. It combines speech recognition, natural language understanding, and human-like voice synthesis to create AI agents capable of handling real customer conversations at scale.
Key features
- Visual drag-and-drop flow builder for designing conversation paths
- Native deep integrations with GoHighLevel, HubSpot, and Zapier
- One-click appointment booking and real-time calendar syncing
- White-labeling capabilities allowing agencies to resell the software
- Pre-built templates for niche industries like real estate and dental
Pros
- Enables rapid deployment of functional agents without any coding knowledge
- Seamlessly automates post-call tasks like updating lead status in CRMs
- Agency-focused features simplify client management and resale
- Huge library of templates drastically reduces setup time
Cons
- Lacks the granular control and flexibility of code-based solutions
- Customizing complex backend logic beyond standard integrations is difficult
Pricing
Synthflow's pricing consists of a usage-based "Pay as you go" model that is free to start and a custom "Enterprise" tier for teams handling more than 10,000 minutes per month.
Poly AI
Best for: Large consumer brands (restaurants, hospitality, banking) needing human-like voice assistants that handle messy, complex conversations.
PolyAI distinguishes itself by building voice assistants designed for "customer-led" conversations—meaning the caller can speak freely, interrupt, tell stories, or mumble, and the AI will still understand. Unlike developer-focused tools (like Vapi) or sales-focused tools (like Air.ai), PolyAI is a managed enterprise solution. They use proprietary speech recognition models trained specifically on billions of seconds of conversational data to handle heavy accents and background noise better than off-the-shelf models.
Key features
- Proprietary speech recognition tuned for names, addresses, and noisy backgrounds
- Enables free-flowing, customer-led conversations without rigid IVR menus
- Detects frustration to trigger seamless handoffs with full context
- Native support for 120+ languages and accents in a single assistant
- Pre-built voice modules for hospitality, banking, and dining
Pros
- Handles interruptions and messy speech significantly better than competitors
- Resolves 80-90% of calls autonomously due to superior understanding
- Managed service model eliminates hallucination risks for enterprise brands
Cons
- High cost makes it unsuitable for small businesses or startups
- Closed "black box" system requiring their team for all changes
Pricing
Poly AI does not publish pricing publicly, and you need to contact their sales team for current plans and quotes.
Cognigy
Best for: Large enterprises automating complex contact centers with a mix of precise NLU and Generative AI.
Cognigy is an enterprise-grade platform designed to sit directly on top of existing contact center infrastructure (like Genesys or Avaya). It distinguishes itself with a "Hybrid AI" approach, allowing businesses to combine rigid NLU for compliance-heavy tasks (like payments) with Generative AI for natural conversation. This ensures high-stakes customer service interactions are both fluid and strictly controlled.
Key features
- Visual low-code flow editor for designing complex conversational logic
- Native integration with major CCaaS platforms (Genesys, Avaya, NICE)
- Hybrid engine combining traditional NLU with Large Language Models
- Seamless "Agent Handover" that transfers full call context to human reps
- Enterprise-grade security and compliance certifications (GDPR, SOC2)
Pros
- Safely automates highly regulated enterprise processes
- Preserves context perfectly when transferring calls to humans
- Deep integrations with backend systems like SAP and Salesforce
- Scales effectively to handle massive enterprise call volumes
Cons
- Implementation is complex and often requires professional services
- Pricing and architecture are overkill for SMEs or simple use cases
Pricing
Cognigy does not publish pricing publicly, and you need to contact their sales team for current plans and quotes.
Talkie AI
Best for: Medical clinics and healthcare providers automating patient scheduling and front-desk triage.
Talkie.ai specializes in voice assistants for the healthcare industry, serving as an intelligent virtual receptionist that handles high call volumes without human intervention. The platform focuses on simplifying patient access by autonomously managing appointment bookings, prescription refills, and routing urgent calls, while offering a user-friendly interface for non-technical staff to manage flows.
Key features
- Specialized modules for appointment booking and patient triage
- No-code visual builder for designing conversation scripts
- Seamless handover to live agents for complex medical queries
- Multi-language support to serve diverse patient populations
- Integrations with medical scheduling systems and calendars
Pros
- Drastically reduces front-desk workload and missed patient calls
- Pre-trained on healthcare scenarios for better medical context understanding
- Rapid deployment compared to general-purpose enterprise voice tools
- Ensures 24/7 availability for patient inquiries
Cons
- Heavily optimized for healthcare, making it less ideal for general retail sales
- Advanced custom integrations usually require enterprise-tier setups
Pricing
Talkie AI does not publish pricing publicly, and you need to contact their sales team for current plans and quotes.
How to choose an AI voice automation platform for your business
Choosing the right AI voice automation platform comes down to understanding how it will fit into your team, your workflows, and your growth plans. These questions will help you evaluate options in a practical, business-focused way.
1. Will your team need a no-code tool or a developer-first platform?
This matters because the people building and maintaining the system determine how quickly you can launch and improve it. If your team is non-technical, a no-code platform lets you move faster. If you have engineers and need deep customization, a developer-first tool gives you more flexibility long term.
2. How many calls do you need to support now and as you grow?
Call volume affects both cost and performance. A platform that works well at a small scale may become expensive or unreliable as usage increases, so it is important to choose something that can grow with your business without surprises.
3. How complex do your conversations and workflows need to be?
Some businesses only need straightforward call flows, while others require integrations, branching logic, or real-time actions. The more complex your workflows are, the more important it is to choose a platform that can handle real conversations rather than rigid scripts.
4. How important are voice quality and response speed for your use case?
Natural speech and quick responses make a big difference in how callers perceive the experience. If the AI sounds robotic or pauses too long, it can reduce trust and engagement, especially in customer-facing roles like sales or support.
5. Does the pricing model align with how you plan to use the platform?
Pricing structures vary widely between platforms. Understanding whether you are paying per minute, per call, or per feature helps you estimate costs accurately and avoid unexpected increases as your usage grows.
Try Plivo Free
Exploring AI voice automation should feel straightforward and low-risk. Plivo lets you start with a free trial and complimentary credits so you can test real voice automation use cases without any upfront commitment.
You can create and run AI-driven phone calls using Plivo’s visual tools or APIs, allowing you to see how automated voice interactions behave in real conditions. This includes testing inbound call handling, outbound call flows, and multi-channel automation across voice, SMS, and WhatsApp, all using your own workflows and data.
Starting with a free trial gives you the flexibility to validate performance, reliability, and fit before deciding how extensively you want to adopt AI voice automation across your business.
Start your free trial and build your first AI voice automation experience today.

8 Best AI Voice Agents for Recruitment in 2026
Discover the 8 best AI voice agents for recruitment in 2026. Compare features, use cases, and pricing to automate candidate screening and hiring.
8 Best AI Voice Agents for Recruitment in 2026
Recruitment teams don’t struggle because they lack applicants. They struggle because every job post brings in hundreds of responses, many of them unqualified, and screening them all takes time recruiters don’t have.
AI voice agents help by handling the repetitive, early-stage conversations - screening candidates over the phone, asking the right questions, and routing qualified applicants forward - so recruiters can focus on real hiring decisions.
In this guide, we’ve curated the top AI voice agents for recruitment, based on what actually matters. Let’s begin.
A Quick Overview of the Top AI Voice Agents for Recruitment
Top 8 AI Voice Agents for Recruitment
Plivo
Best for: Recruitment teams and hiring platforms that want to run real AI voice agents on actual phone calls, not demos or chat-only experiences.
Plivo is a voice-first AI agent and cloud communications platform built to automate real phone conversations at scale. Unlike many AI voice tools that depend on external telephony providers, Plivo owns and operates its telephony, messaging, and AI layers as a single stack. This gives teams more consistent call quality, lower latency, and better reliability as volume increases.
For recruitment use cases, this matters because screening calls, qualification conversations, and candidate follow-ups need to work predictably. Teams can start quickly using Plivo’s no-code AI agent builder, Vibe, and then add deeper programmable control through APIs as workflows grow more complex, without switching platforms.
Plivo is trusted by Fortune 500 companies worldwide, delivers 99.99% uptime, and complies with standards such as HIPAA, GDPR, SOC 2, PCI DSS, and STAR, making it suitable for high-volume and regulated hiring environments.
Key features
- Build AI voice agents on real phone calls: Plivo lets teams build AI agents that answer, route, qualify, and complete conversations on inbound and outbound phone calls using its native voice infrastructure.
- No-code AI agent builder (Vibe): Vibe allows teams to create and deploy AI voice agents using plain-English instructions. Recruiters can define goals, workflows, and actions without writing code, then iterate as hiring needs evolve.
- Built-in telephony (not third-party): Phone numbers, global connectivity, call routing, recording, and SIP trunking are native to Plivo. This avoids reliance on external carriers and helps maintain low latency and high uptime.
- Real-time audio streaming: Plivo streams live call audio over WebSockets to AI runtimes, enabling low-latency speech recognition and responses, natural turn-taking, and interruption handling during conversations.
- Programmable voice and messaging APIs: Well-documented APIs and SDKs give teams full control over calls, messages, verification, number masking, and workflows, making it easy to integrate AI agents with ATSs, CRMs, and internal systems.
- Multi-channel AI conversations: The same agent logic can run across voice, SMS, WhatsApp, and chat, with shared context across channels so candidates do not have to repeat themselves.
Pros
- Reliable performance at scale: Users consistently cite stability and uptime, even with high call volumes.
- Strong telephony control: Teams value having direct ownership of routing, numbers, and call behavior.
- Flexible for both no-code and API users: Works well for recruiters and engineering teams alike.
Cons
- More capability than very simple use cases require: Smaller teams may not use the full platform depth.
- Advanced workflows benefit from upfront planning: Complex agent logic requires thoughtful setup.
Pricing
Plivo offers pay-as-you-go pricing on the Professional plan with no monthly commitment, while Enterprise plans start at $1,000 per month for teams that need higher scale and dedicated support.
Lindy
Best for: Recruiting teams that want a flexible, AI voice agent to handle candidate calls, follow-ups, and interview scheduling without heavy engineering work.
Lindy is an AI agent platform that lets recruiters deploy voice-enabled AI assistants to manage candidate communication across phone calls, calendars, and workflows. Rather than being a pure telecom infrastructure provider, Lindy focuses on task-oriented AI agents that can talk to candidates, coordinate schedules, and take action across tools like email and calendars. This makes it especially useful for lean recruiting teams that want automation without building everything from scratch.
Key features
- Place and receive natural-sounding phone calls with candidates for screening, follow-ups, and confirmations
- Coordinates availability and books interviews directly on connected calendars
- AI agents can call candidates, send emails, update records, and trigger next steps automatically
- Connects with calendars, email, and internal tools to keep recruiting workflows in sync
- Escalates conversations to a recruiter when the AI detects uncertainty or complex questions
Pros
- Recruiters can launch AI voice workflows without deep technical setup
- Especially effective for scheduling, rescheduling, and candidate follow-ups
- Can reason across steps instead of just asking static screening questions
Cons
- Lacks deep hiring metrics or ATS-native reporting
- Less granular call routing and voice infrastructure control than CPaaS platforms
Pricing
Lindy offers a free plan with 400 credits per month. Paid plans start at $49.99 per month.
Twilio
Best for: Engineering-led recruiting teams that want to build highly customizable AI voice agents on top of enterprise-grade voice and messaging infrastructure.
Twilio is a cloud communications platform that provides programmable APIs for voice calls, SMS, and messaging. In recruitment, it’s often used as the underlying infrastructure for AI voice agents that handle candidate screening calls, interview scheduling, reminders, and follow-ups. Rather than offering ready-made recruiting agents, Twilio gives teams the building blocks to design custom voice workflows tailored to their hiring process.
Key features
- Twilio lets you design exactly how calls are placed, routed, recorded, and escalated, giving full control over the candidate calling experience.
- Built-in support for international phone numbers, SMS, and voice delivery makes it suitable for distributed or global hiring.
- Twilio integrates cleanly with speech-to-text, text-to-speech, and large language models to power conversational AI agents.
- Voice events can trigger downstream actions in ATSs, CRMs, calendars, or internal systems.
Pros
- You’re not constrained by predefined workflows—every part of the voice experience can be tailored to your hiring process.
- Designed to handle high call volumes with strong uptime and telecom stability.
- Suitable for advanced or global recruiting operations where off-the-shelf tools fall short.
Cons
- Building an AI voice recruiter with Twilio requires technical resources and ongoing development.
- As call volume and automation increase, usage-based pricing can become expensive.
Pricing
Usage-based, pay-as-you-go pricing starting at roughly $0.008–$0.014 per minute for voice calls, with additional costs for phone numbers and advanced features.
HeyMilo
Best for: Recruiters and staffing teams that want AI-powered voice interviews and automated candidate screening at scale.
HeyMilo is a recruitment platform built around conversational AI voice and multimedia interviewing, designed to automate candidate engagement, screening, evaluation, and structured interviews. Instead of just asking preset questions, HeyMilo’s AI adapts dynamically to candidate responses and delivers data-backed insights tailored to each role.
Key features
- Natural two-way spoken interviews that adapt to candidate responses and assess fit.
- Contacts applicants via phone, web voice/video, SMS, email, and WhatsApp.
- Provides structured interview reports and scoring to inform hiring decisions.
- Works with existing applicant tracking and HR systems to sync data.
- Enables interviews and outreach in multiple languages for global recruiting.
Pros
- Can conduct hundreds of interviews simultaneously, easing burden on recruiters.
- Automated scoring and structured interviews help reduce manual variation.
Cons
- AI may struggle with very open-ended or highly contextual responses that a human interviewer would catch.
- Teams need to configure questions and scoring to fit specific roles and workflows.
Pricing
HeyMilo does not publish pricing publicly, and you need to contact their sales team for current plans and quotes.
Synthflow
Best for: HR departments at mid-sized companies looking to automate interview scheduling and FAQ handling.
Synthflow is a no-code conversational AI platform that lets users design, launch, and manage AI voice agents to automate phone interactions. Rather than providing a ready-made recruiter bot, Synthflow gives teams a visual builder where they can create custom voice workflows. It emphasizes flexibility and usability, making it suitable for recruiting teams that want to own their own voice agent logic without writing code.
Key features
- You can design modular voice flows with a no-code builder where specialized "subflows" act as independent agents to manage complex logic, such as a "Verification Agent" for candidate ID or an "Appointment Agent" for booking interviews.
- Provides enterprise-grade telephony integrations to ensure reliable inbound and outbound calling.
- A dedicated environment to test recruitment scripts and agent responses before they go live with real candidates.
- Offers live insights into active calls, allowing recruitment managers to track performance and candidate engagement as it happens.
- Allows for the refinement of the AI’s underlying data to ensure the recruiter's brand voice and industry-specific terminology are accurate.
Pros
- Teams can build and iterate voice agents without engineering resources.
- Works for screening, candidate engagement, follow-ups, and scheduling.
- Built to manage higher call volumes as hiring needs grow.
Cons
- Requires manual building of hiring-focused flows and templates.
- Deep conversational logic and integration workflows benefit from thoughtful design and testing.
Pricing
Synthflow's pricing consists of a usage-based "Pay as you go" model that is free to start and a custom "Enterprise" tier for teams handling more than 10,000 minutes per month.
CloudTalk
Best for: Teams that need a cloud-based calling platform with AI voice agents and automation.
CloudTalk is a cloud call center platform that combines VoIP calling with AI-powered automation and voice agents. While it’s not built exclusively for recruitment, its AI voice agents, smart dialers, and call routing features make it well-suited for hiring teams that rely heavily on phone communication. Recruiters can use CloudTalk to automate outbound candidate calls, handle inbound inquiries, and track call performance through built-in analytics and conversation intelligence.
Key features
- Virtual voice agents that can autonomously answer and place calls, handle routine interactions, and support self-serve caller experiences.
- Dialers, automated routing, IVR menus, and parallel dialing to manage large outbound and inbound call volumes.
- Local numbers in 160+ countries with VoIP calling, SMS, and messaging options.
- Connects with CRMs, helpdesks, and workflow systems for synced activity and inbox-to-call continuity.
Pros
- Combines calling, campaign automation, and AI workflows in a single system.
- Support for international numbers and multi-region operations.
- Built-in conversation intelligence and analytics help teams understand patterns and coach more effectively.
Cons
- It’s primarily a call center and sales/support voice platform, so recruiters may need extra configuration for hiring use cases.
- Broad call center capabilities can overwhelm teams only seeking simple voice agent recruiting tools.
Pricing
CloudTalk offers user-based subscription plans for its core calling platform, starting at $25 per user/month when billed annually, with higher tiers adding advanced features like analytics and automation.
Talvin
Best for: Hiring teams that want an AI voice recruiter focused on structured screening and automated reference checks, not just interview scheduling or call automation.
Talvin is an AI recruitment platform built around voice-based candidate screening and reference checks. Its AI conducts structured, conversational interviews over voice to assess communication, experience, and role fit, then follows up with automated reference calls to gather standardized feedback. Talvin is positioned less as a general-purpose voice agent and more as a screening and validation layer that helps recruiters qualify candidates before human interviews.
Key features
- Talvin conducts structured phone interviews to assess candidate fit early, so recruiters aren’t reviewing unqualified applicants.
- Instead of manual follow-ups, Talvin collects reference feedback automatically and delivers it in a standardized format.
- Interview questions and scoring are tailored to each role, keeping evaluations consistent across candidates.
- Recruiters receive clear interview and reference reports rather than raw call recordings.
Pros
- Designed specifically to screen and validate candidates, not just move them through a funnel.
- Eliminates one of the most time-consuming and error-prone steps in hiring.
- Standardized interviews and references make it easier to compare candidates objectively.
Cons
- Not intended for outreach campaigns, scheduling-only workflows, or high-volume dialing.
- Often paired with an ATS or sourcing platform rather than used end-to-end.
Pricing
Talvin’s plans start at $175/month and scale up to $750/month, based on interview volume and hiring needs.
VoiceFlow
Best for: Product-led recruiting teams that want to design and control the logic of AI voice conversations before deploying them on phone calls.
Voiceflow is a collaborative platform where teams design, develop, and launch AI agents using their preferred models and integrations. In practice, you build an agent by first creating a knowledge base, then adding workflows that define what the agent should do, integrating third-party tools through APIs, and finally launching the agent through Voiceflow’s web chat UI or the Dialog API.
For recruitment, this is useful when you want an agent that can answer candidate questions, guide screening conversations, and trigger workflow steps like collecting details, confirming availability, or handing off to a human, all while staying consistent with your hiring process.
Key features
- Import documents and data so the agent answers using curated, controlled information rather than guessing.
- Create multi-step tasks the agent can complete, so conversations can lead to actions, not just responses.
- Connect the agent to third-party services using Voiceflow Functions and API blocks.
- Deploy using Voiceflow’s web chat UI or build your own interface using the Dialog API.
- Designed for teams to build and iterate together, rather than working in isolated scripts.
Pros
- Strong control over how screening and interview conversations are structured.
- Teams can refine conversations without touching telephony systems.
- Recruiters, designers, and product teams can work together on flows.
Cons
- Requires a telephony platform to place and receive calls.
- Teams must design screening logic from scratch.
Pricing
Voiceflow offers a free Starter plan, with paid plans starting at $60/month (Pro) and $150/month (Business), while Enterprise pricing is custom for high-volume teams.
Questions to ask before choosing an AI voice agent for recruitment
1. Who actually owns the calling infrastructure?
When evaluating an AI voice agent, one of the first things to understand is how calls are handled behind the scenes. Some platforms rely heavily on third-party telephony providers, while others manage their own calling infrastructure more directly.
This distinction matters because it affects call quality, routing control, and reliability as usage grows. Tools with tighter control over their telephony stack tend to behave more predictably, especially when call volume increases or issues need to be diagnosed quickly.
2. Does the agent respond quickly enough to feel natural?
Voice conversations depend on timing. Even small delays between a candidate’s response and the agent’s reply can make the interaction feel uncomfortable or disjointed.
A well-designed AI voice agent should respond promptly and consistently throughout the conversation. This usually reflects how well speech recognition, language processing, and voice generation work together in real time. If responses feel slow or uneven during a demo, that friction will likely show up even more in real recruiting scenarios.
3. Is the product actually designed for recruitment conversations?
Recruitment is not a generic use case. Screening candidates requires structured questions, follow-ups based on previous answers, and clear decision points about what happens next.
Some voice agents are flexible but require significant customization to support hiring workflows. Others are built with recruitment logic in mind from the start. The difference shows up in how easily the agent can handle screening, availability checks, and smooth handoffs to human recruiters.
4. How does it handle things going off script?
Real conversations are rarely perfect. Candidates interrupt, misunderstand questions, or give incomplete answers.
An effective AI voice agent should be able to handle these moments without breaking the experience. This includes asking for clarification, continuing the conversation naturally, or exiting gracefully when needed. Systems that cannot manage these situations tend to feel fragile in real-world use.
5. Will it still work when hiring volume increases?
Hiring needs fluctuate. A tool that performs well for a small number of calls may struggle when activity ramps up.
It is important to understand how the platform behaves under higher load, both technically and operationally. This includes call quality, reliability, and whether usage scales in a predictable way. A system that handles growth smoothly allows recruiting teams to expand outreach without introducing new problems.
Try Plivo free
Getting started with AI voice agents for recruitment doesn’t need to be complicated or risky. With Plivo, you can sign up for a free trial account and get free credits to test real AI-powered phone calls, without committing upfront or changing your existing hiring workflows.
You can experiment with live screening calls, candidate follow-ups, and interview coordination using Plivo’s no-code tools or APIs. This lets you simulate real recruiting scenarios with your own data and logic before deciding how deeply you want to scale automation across voice, SMS, and WhatsApp.
Get started with your free trial today and begin building your first AI voice agent for recruitment.
FAQs
What is an AI voice agent in recruitment?
An AI voice agent is a system that conducts phone conversations with candidates to handle tasks like screening, availability checks, and interview scheduling.
Can AI voice agents replace recruiters?
No. They are designed to support recruiters by automating repetitive early-stage tasks, not to replace human decision-making.
Are AI voice agents reliable for candidate screening?
They work well for structured, rule-based screening, but nuanced evaluation and final decisions should still be handled by humans.
What should companies look for when choosing an AI voice agent?
Key factors include call quality, response speed, recruitment-specific workflows, and the ability to scale reliably with hiring volume.

Best AI Voice Agents for E-commerce (2026): Top Platforms Compared
Compare the best AI voice agents for e-commerce in 2026. See which platforms handle real calls, integrate with your stack and scale reliably.
Best AI Voice Agents for E-commerce (2026):
Top Platforms Compared
E-commerce brands don’t lose customers because of poor products, they lose them because conversations aren’t fast enough. Buyers now expect real-time assistance for order status, delivery issues, returns and payments, often beyond business hours.
That’s where AI voice agents help. Unlike IVRs or basic bots, modern voice agents can understand natural speech and intent, answer calls instantly, pull order data from your systems, resolve common issues and hand off to humans when needed. For e-commerce teams, this means fewer missed calls, lower support costs, and faster resolution.
This list has analysed the best AI voice agents for e-commerce in 2026, focusing on how they actually perform in production, what role they play in your stack and which types of teams they truly fit.
Platform Comparison
Top 10 AI voice agents for E-commerce (2026)
Plivo
Primary Role in Your E-commerce Stack
- Acts as a backbone for customer-facing automation across order status, delivery issues, returns, COD confirmations and payment follow-ups.
- Replaces basic IVRs and overflow call handling with actual AI-driven conversations that feel natural and can resolve issues or escalate intelligently.
- Serves as an AI voice agent platform and a communications layer, not just a pre-programmed bot or a basic call tool.
How It Works in Practice
- Runs on native, carrier-grade telephony not dependent on third-party calling plugins, thus reducing latency and call failures.
- Supports real-time inbound and outbound voice, including barge-in, transfers, call recording and queueing.
- Lets you build custom voice agents using no-code instructions (Vibe) or programmatically via Voice, SMS and WhatsApp APIs.
- Handles multi-channel engagement from one platform, making it easier to maintain customer context.
- Integrates into backend systems via webhooks and APIs, so agents can fetch order data, update CRMs, trigger refunds or log tickets.
- Scales globally with direct carrier connectivity and 99.99% uptime, which matters during sales spikes and seasonal traffic.
- Offers easy integrations with CRMs and data tools and e-com apps like Shopify and WooCommerce.
Smart choice if you
- Need reliable, real-time voice automation for customer support or sales in e-commerce.
- Need HIPAA, GDPR, PCI DSS, SOC 2 compliance.
- Want to avoid handling different telephony, AI and messaging vendors.
- Expect call volume spikes during promotions, launches or holidays.
- Plan to expand beyond voice into SMS or WhatsApp without changing platforms.
Not a fit if you
- Only want a simple chatbot or basic call routing with no backend logic.
- Need a fully packaged, zero-configuration voice bot with no customization.
- Don’t plan to use voice as a serious support or revenue channel.
- Want built-in analytics dashboards without integrating your own reporting tools.
Aircall
Primary Role in Your E-commerce Stack
- Aircall is a cloud-based business phone and customer communications platform that encapsulates voice calls, messaging, contact-center workflows and AI-powered tools to help sales and support teams manage inbound and outbound customer conversations from a single hub.
- Designed to replace traditional desk phones and stand-alone VoIP systems with a modern unified system that supports direct calling, routing, conferencing and analytics without infrastructure.
- Aircall’s AI Voice Agent sits within the platform to automate basic call handling, answer inbound calls using natural language, capture caller details and hand off to humans with customer context.
How It Works in Practice
- Its AI Voice Agent can handle inbound calls 24/7, respond using natural language, capture caller details or FAQs, and escalate with context.
- Aircall’s broader AI tooling (often sold as an add-on) includes call summarization, transcription, sentiment analysis, action items, key topic recognition and real-time coaching insights to boost team performance and intelligence.
- Aircall integrates deeply with CRMs and helpdesk tools such as Salesforce, HubSpot, Zendesk, Shopify, Gorgias, Intercom, Zoho, Slack and more.
- Supports smart call routing, IVR menus, queueing, power dialers and contextual pop-ups that help agents see caller history and reduce manual steps.
- In addition to voice calls, Aircall can connect WhatsApp messaging with your phone numbers, allowing teams to manage calls, texts, voicemails and WhatsApp messages from one unified workspace.
Smart choice if you
- Want a cloud phone system that replaces traditional telephones and integrates voice + messaging + CRM in one place.
- Are an SMB or mid-market team looking for easy setup and deep CRM/helpdesk integration with real-time call logging and analytics.
- Want AI insights such as call summaries, sentiment analysis and action items tagging to support coaching and quality.
Not a fit if you
- Are looking for standalone, autonomous voice agents that can handle complex transactional workflows (like order lookup, 2-way payment flows, or deep e-commerce logic) without human reliance. A lot of features in Aircall are paid add ons.
- Want carrier-grade telephony control with full low-level API access.
- Require multi-channel unified conversational state that seamlessly moves between voice, SMS, WhatsApp, and web chat without separate configurations. Aircall integrates channels but isn’t designed as an omnichannel conversational AI platform at the same depth as standalone bot stacks.
Dialpad AI
Primary Role in Your E-commerce Stack
- Dialpad is an AI-enhanced unified communications and contact-center platform built on VoIP telephony that combines voice calls, messaging, meeting tools and AI insights into one app.
- Its AI layer focuses on increasing support and sales team productivity by transcribing calls, summarizing conversations, analyzing sentiment and providing live assistance to human agents rather than purely replacing them.
- For e-commerce teams, Dialpad helps streamline customer support calls, sales conversations and agent workflows.
How It Works in Practice
- Dialpad’s AI layer is built into its communications platform so transcription, summaries, sentiment tagging and insights happen automatically during calls and meetings.
- Live coaching and assist cards support tailored guidance during conversations, helping teams improve performance and consistency.
- Its AI Agent and Generative AI features can provide answers from integrated knowledge bases and assist with repetitive tasks like scheduling or information lookups. Although this operates within a supervised environment rather than as a fully autonomous consumer voice bot.
- Dialpad integrates with CRMs and support systems such as Salesforce, Zendesk, and others allowing call data and AI insights to sync into broader e-commerce workflows but developers/administrators need to configure these links during setup.
Smart choice if you
- Want a combined AI-assisted communications and contact-center platform that brings voice, meetings and messaging into a single system with powerful transcription and insights.
- Run a support or sales team that benefits from live coaching, post-call summaries, sentiment analysis, and automated QA workflows.
- Are okay with a human-centric workflow where AI helps agents rather than fully automates customer calls end-to-end.
Not a fit if you
- Want a standalone autonomous voice agent that handles inbound and outbound calls entirely without human support.
- Need native telephony automation APIs for deep programmatic control or highly customized voice bots.
- Require multi-channel conversational continuity across voice, SMS, WhatsApp and other messaging in a single automated AI experience.
Voiceflow
Primary Role in Your E-commerce Stack
- Voiceflow is a collaborative low-code/visual AI agent platform that helps teams build and deploy custom voice and chat agents without heavy engineering. Designed to automate customer conversations from support to transactional workflows using drag-and-drop flows and business data logic.
- Voiceflow puts the workbench in your hands, giving you control over conversational design, logic, and integrations across channels.
- In e-commerce, Voiceflow is often used for support hotlines, FAQ automation, lead qualification, virtual assistants and prototype voice interactions especially where you want custom behavior tied to backend systems.
How It Works in Practice
- You design conversations using a visual workflow canvas that supports branching logic, variables and external API calls making it easier to map complex dialogues.
- Agents can be trained on your business data like product info, order records, policies via a scalable vector database.
- Voiceflow doesn’t host telephony itself; instead it connects through providers like Twilio or Vonage so your voice agent can receive inbound calls and make outbound calls.
- Voiceflow supports team collaboration, shared templates and component reuse so designers and developers can iterate rapidly.
Smart choice if you
- Want a no-code/low-code platform to design voice and chat workflows without deep engineering.
- Need highly customized conversational logic tied to your backend systems or data.
- Run cross-functional teams that must collaborate on agent design and iteration quickly.
- Plan to automate support workflows, order inquiries, FAQs or lead capture across voice and chat.
Not a fit if you
- Need out-of-the-box telephony automation with native phone infrastructure. Voiceflow relies on third-party telephony providers.
- Want a fully autonomous voice agent that runs on phone lines without manual integration setup.
- Require production-ready voice performance metrics or carrier-grade latency guarantees.
- Are focused on voice only without chat or UI context.
Cognigy
Primary Role in Your E-commerce Stack
- Enterprise grade conversational AI platform designed to automate complex customer interactions across voice, chat and messaging by building intelligent AI agents that understand, decide and resolve user intent.
- It’s commonly used in contact centers, service automation and omnichannel workflows where customers use multiple channels (voice, text, social) and expect consistent responses.
- For e-commerce, Cognigy helps automate service touchpoints like support conversations, order inquiries, returns handling and FAQs with AI agents that can grasp intent and navigate conversations dynamically.
How It Works in Practice
- Cognigy uses Generative AI, NLP and machine learning to build agents that do more than keyword matching. They can reason through dialogue, recall context and pursue goals within interactions.
- Agents can be deployed across voice calls, chat widgets, messaging and social platforms with shared logic, enabling seamless context.
- Cognigy supports multilingual interactions supporting 100+ languages and large concurrent loads of 25K+ interactions, making it suitable for global e-commerce brands managing peak traffic.
- Built-in dashboards and data feeds (OData) let teams monitor performance metrics, conversation flows and optimize based on real usage.
Smart choice if you
- Need robust omnichannel AI automation across voice, chat and messaging with shared logic.
- Operate a large, international e-commerce operation with high volume and multilingual support requirements.
- Want enterprise-grade integration with existing contact center systems, CRM, ticketing tools and backend APIs.
- Have a technical team or partner to configure, train and maintain sophisticated AI workflows.
Not a fit if you
- Need a standalone plug-and-play voice bot.
- Your priority is simple, requiring phone-only automation.
- You want the fastest path to production with zero customization, setup and customization of NLU, dialogs and backend connections take planning and expertise.
Talkdesk
Primary Role in Your E-commerce Stack
- Talkdesk is a cloud contact center and customer experience automation platform that helps businesses manage and optimize customer interactions across voice, chat, SMS and digital channels from one unified system. It’s a full CX automation ecosystem with AI agents layered in for intelligent self-service and agent support.
- The platform’s core mission is to automate customer experience workflows end to end, reducing manual work and improving resolution times while keeping context and empathy in place.
- For e-commerce teams, Talkdesk is often used to handle support hotlines, returns calls, order inquiries, live agent augmentation and self-service using both human and AI capabilities.
How It Works in Practice
- Talkdesk’s Autopilot and AI Agents use generative AI and conversational intelligence to automate self-service across voice and other channels 24/7. They can interpret customer intent, respond naturally and escalate when needed.
- Built-in tools like Talkdesk Navigator help with real-time routing and prioritizing inquiries based on context and integrations with CRMs and backend systems let agents retrieve and update order or customer data during automation.
- The platform includes call monitoring, analytics, sentiment scoring and performance insights to help teams improve support quality and train agents more effectively.
Smart choice if you
- Need an enterprise-grade contact center platform that blends automation with human support across channels.
- Want AI-assisted self-service and agent augmentation rather than just basic scripted bots.
- Run support or service teams with high call volumes where routing, analytics and quality management are key.
Not a fit if you
- Are looking for a standalone e-commerce voice bot system. Talkdesk is primarily a contact center platform with AI layers.
- Want simple phone automation without broader CX complexity.
- Need lightweight plug-and-play voice bots with minimal integration work.
Five9
Primary Role in Your E-commerce Stack
- Five9 is a cloud-based contact center platform aimed at automating and optimizing customer service interactions across voice, chat, SMS and other channels. At its core, it helps brands deliver connected, personalized experiences at scale using AI and unified CX tools.
- Its Intelligent Virtual Agent (IVA) and AI Agents are conversational automation layers that can handle self-service interactions like routine inquiries.
- For e-commerce, Five9 is typically used to automate order status, FAQs, returns and basic support calls, functioning as shared infrastructure for AI support rather than a standalone voice-only bot.
How It Works in Practice
- Five9’s AI Agents and Intelligent Virtual Agent (IVA) use conversational AI and natural language understanding to automate routine interactions across voice and digital channels.
- AI Agents combine generative AI, NLP and conversational logic to detect intent, extract key details, tap knowledge integration and deliver customized responses reducing the need for human intervention on routine issues.
- Five9’s IVA builder offers no-code visual workflows and templates so non-technical teams can configure self-service paths for common scenarios like order lookup, appointment scheduling and password resets.
- Voice quality and presentation are improved with tools like Virtual Voiceover, which can generate high-fidelity, human-sounding speech prompts on the fly, including custom branded voices.
Smart choice if you
- Need a cloud contact center platform that can centralize voice and digital support and automate repetitive inquiries across channels.
- Want conversational AI that blends generative responses with scripted logic and can escalate smoothly to human agents.
- Care about multi-modal customer journeys that span across voice, chat, SMS and rich media in a unified experience.
Not a fit if you
- Are looking for a standalone, lightweight voice‐only AI bot that you can launch with minimal integration.
- Want to own telephony infrastructure or programmable telephony APIs. Five9 is a packaged cloud service, not a telephony-centric CPaaS.
- Need simple DIY voice automation for a small e-commerce team without contact center context.
Kore.ai
Primary Role in Your E-commerce Stack
- Enterprise grade conversational AI platform designed to build, deploy and manage intelligent AI agents across voice, chat and digital channels with focus on service automation, workflow orchestration and customer support experiences.
- It supports brand-aligned, natural voice interactions capable of understanding context, interruptions and topic changes for realistic conversations.
- For e-commerce, Kore.ai offers Retail-focused AI solutions that help deliver 24/7 self-service, answer product and order queries and assist with purchase decisions without human agents.
How It Works in Practice
- Agents can operate on voice calls, chat, messaging apps and contact center systems while preserving conversation context across channels.
- The platform includes a visual AI agent builder and orchestration tools, letting both business users and developers design and manage intelligent workflows.
- Kore.ai provides a marketplace with 200+ pre-built enterprise templates to speed up deployment and reduce development time.
- Supports deep integrations with data sources, CRM and backend systems so agents can retrieve, update and act on real business data.
Smart choice if you
- Want a powerful, enterprise-grade conversational platform that lets you build custom, complex voice and chat automations across channels.
- Need deep integrations with backend systems, CRM or order management data so AI can handle conditional logic in real customer workflows.
- Have technical resources to configure, extend and govern AI agents for complex business logic.
Not a fit if you
- Want a prebuilt, lightweight plug-and-play AI voice bot for simple e-commerce queries with minimal integration.
- Need standalone telephony infrastructure or a voice bot you can launch in minutes without orchestration tooling.
- Are looking for pure voice automation without multichannel context or engineered workflows.
Replicant
Primary Role in Your E-commerce Stack
- Replicant is an enterprise-grade conversational AI platform designed to automate routine customer interactions across voice, chat and SMS. Supports worflow in high-volume support environments where call center load is heavy and manual handling slows response times.
- Its AI agents aim to resolve inbound customer interactions autonomously using natural language understanding and context-aware dialogue to mimic human responders.
- For e-commerce, this means it can handle order inquiries, returns, delivery status, account questions and FAQs without human agents for the bulk of interactions, freeing up seniors for complex cases.
How It Works in Practice
- The platform’s “Thinking Machine” uses speech recognition (ASR), natural language understanding (NLU) and agentic reasoning to interpret and act on customer speech in real time.
- Replicant can automatically handle inbound voice calls by listening, replying, asking for follow-ups and escalating when needed, aiming to resolve up to 80% of interactions without human intervention.
- The platform encapsulates conversation intelligence, automated Q&A along with insights into performance, turning every conversation into actionable data to offer better service quality and AI behavior over time.
- Replicant projects often go from pilot to production in weeks with pre-built conversational components.
Smart choice if you
- Need 24/7 automation of high volumes of inbound customer calls and messages with a single conversational engine.
- Have complex support workflows including returns, order changes, delivery status, account questions and need reliable voice automation without building from scratch.
- Operate at mid-to-enterprise scale where automation can dramatically cut handling times and want to reduce load on human agents.
Not a fit if you
- Only need lightweight or simple automation. Businesses that want a basic interactive voice bot with minimal backend integration may find Replicant overbuilt.
- Don’t plan to integrate with existing CRM/order systems.
- Want an extremely cheap, no-setup-required solution.
Ada
Primary Role in Your E-commerce Stack
- Ada is an AI customer experience platform built to automate service interactions using AI customer service agents that resolve inquiries across channels such as chat, voice, email and messaging. It’s designed as an omnichannel self-service automation platform rather than a simple scripted bot.
- The core platform lets brands deploy AI agents that autonomously resolve questions, reducing reliance on human agents for repetitive support and freeing up teams to focus on complex e-commerce tasks.
- Unlike narrow chatbots, Ada’s agents are built to interpret context, manage multi-step processes and handle inquiries across multiple languages and channels.
How It Works in Practice
- Users can build Playbooks (guided SOPs) that instruct AI how to handle specific multi-step processes at scale and refine these based on testing and feedback.
- Supports 50+ languages and is designed so that agents learn and improve through simulations, real-world performance analysis and optimization tools.
- You can simulate conversations, test variations, analyze outcomes and optimize agent behavior before and after launch, giving more control over performance outcomes.
- Though it doesn’t have telephony-native to its own, Ada provides open APIs and backend connectors for integrating CRM, order systems and e-commerce platforms to fetch and act on real customer data during interactions.
Smart choice if you
- Want AI customer service automation across channels with the same logic and context continuity.
- Need to reduce support costs and handle volume spikes without scaling human teams.
- Value multilingual support and contextual reasoning above rigid script-based replies.
- Prefer tools with visual Playbooks and optimization workflows that don’t require deep coding.
Not a fit if you
- Want true telephony-native voice automation. Ada typically integrates with voice channels rather than running native telephony infrastructure.
- Are looking for a simple, lightweight voice bot with minimal configuration.
- Need ultra-low-latency, call-centric performance guarantees.
FAQs
- What can an AI voice agent realistically handle today?
AI voice agents can handle order status checks, delivery updates, return/refund questions, COD confirmations, appointment scheduling, basic FAQs and call routing. Complex disputes, escalations or edge cases are recommended to move to a human agent.
- Do I need to replace my entire support team to use AI voice agents?
No. most teams use AI voice agents as a first line of response to handle volume and after-hours calls. Human agents step in only when needed with full context delivered from the AI conversation.
- How hard is it to set this up for an e-commerce business?
It depends on the platform. Some tools require stitching together telephony, bots and integrations. Others provide native voice, APIs and messaging in one system. Expect anything from a few days for basic flows to a few weeks to make deep integrations.
- Can AI voice agents connect to my order system or CRM?
Yes, if the platform supports APIs or native integrations. This is critical for real use cases like fetching order status, logging calls or updating tickets. Without backend access, voice agents are limited to surface-level conversations.
- Is voice really better than chat for e-commerce support?
Voice may not be better for everything but it’s prompt and efficient for urgent issues. Customers call when orders are delayed, payments fail or something goes wrong. AI voice agents help you answer instantly instead of losing the customer to hold music.
The Most Practical Path to Voice Automation at Scale
Most AI voice tools look impressive in demos but struggle when real customers call at high volumes. The difference comes down to infrastructure. Platforms that rely on stitched-together telephony, bots and messaging often break under load or add operational complexity.
Plivo works because it starts at the network layer. With native telephony, global carrier connectivity across 190+ countries and AI agents that run across voice, SMS, WhatsApp and chat, it’s built for real customer conversations. You can launch fast with no-code tools, integrate deeply via APIs when needed and scale on usage-based pricing without any long-term lock-ins.
If your e-commerce team wants reliable voice automation that actually works in production, not just another tool to manage, this is the most balanced and future-proof choice going into 2026.
Try Plivo Free
Getting started with Plivo is simple, quick and comes with no strings attached. You can sign up for a free trial account and get free credits to explore the platform’s voice, SMS, chat and WhatsApp capabilities before buying credits or subscribing to the platform.
You can experiment with API calls, add phone numbers and build or test workflows using Plivo’s no-code tools helping you simulate real-life use cases like AI voice agents, automated messaging or multi-channel engagement with your own data and logic.
Get started with your free trial now and begin building your first insurance agent today.

How to send a delay message regarding shipping to e-commerce customers
Learn how to craft clear, empathetic shipping delay messages to maintain customer trust and satisfaction. Use SMS and automation for timely updates.
The moment a customer clicks “Place Order,” they expect the delivery countdown to begin. Even the slightest hiccup in the delivery can send everything into chaos.
With the global logistics market valued at over 8.4 trillion euros in 2021 and expected to exceed 13.7 trillion euros by 2027, speed and reliability are fundamental.
But even when things go wrong, a well-crafted shipping delay message can make a difference.
Shipping delay messages are a reliable technique to manage customer expectations when orders don’t arrive on time. They help reduce customer uncertainty, minimize complaints, and turn a potentially negative experience into a positive one.
In this article, we’ll explore the best strategies for SMS delay messages, delay message templates, and show how automation can simplify the process.
Why delay messages are important for e-commerce businesses
Poor communication around shipping delays can cost businesses both money and customer loyalty. In fact, 80% of customers say the experience a company provides is just as important as its products and services.
So, customers often become annoyed and escalate the issue when they don’t receive timely updates on their orders.
To tackle this, a well-crafted delay message can mean the difference between an unhappy customer and a loyal one. Proactive delay messaging reduces refund claims and customer service inquiries, ultimately saving time and resources.
This is why a simple, well-timed update reassures customers, sets expectations, and preserves brand credibility.
The importance of clear messaging for delivery delays
Higher customer retention
Customers are 64% more likely to buy from brands they’ve shopped with before. So, keeping them informed with clear delivery updates isn’t just crucial, it's essential for turning first-time buyers into repeat customers and keeping loyalty locked in.
Stronger brand perception
68% of customers say a negative experience will reduce their loyalty to a brand. Delivery delays can frustrate customers. But businesses that communicate clearly during delays show they’re reliable and customer-focused, keeping loyalty strong and complaints low.
In short, a thoughtful delay message isn’t just damage control, it’s an opportunity to build trust and long-term customer loyalty.
Best 5 shipping delay message templates for SMS & email
No one likes to deliver bad news, but a well-crafted delay message can make all the difference. Use these ready-to-use SMS and email templates to keep customers informed:
1. Delay message template: General delay message notification
When to send: As soon as a delay is identified.
Purpose: Inform the customer about a delay and provide an estimated resolution.
Customers appreciate immediate updates when a delay occurs. This message should be clear, and concise, and provide an expected timeline to ease concerns.
SMS template:
"Hi [Customer name], we wanted to update you on your order #[Order number]. Due to [reason], your order is delayed. We expect it to arrive by [new date]. We apologize for the inconvenience and appreciate your patience."
Email template:
Subject: Update on Your Order #[Order number]
Dear [Customer name],
We wanted to update you about your recent order #[Order Number]. Unfortunately, due to [reason], we are experiencing a delay in shipping your order. We now expect your order to arrive by [new date].
We sincerely apologize for any inconvenience this may cause and appreciate your patience. If you have any questions, please feel free to contact our support team.
Best,
[Your company name]
2. Delay message template: Apology & updated timeline
When to send: If the delay extends beyond the initial estimate
Purpose: Apologize for the inconvenience and offer an updated delivery date.
When an initial delay stretches further, customers expect an update. Apologizing sincerely while giving a clear timeline can help maintain trust.
SMS template:
"Dear [Customer name], we sincerely apologize for the delay in delivering your order #[Order number]. Due to [reason], the new expected delivery date is [date]. We truly appreciate your patience and understanding. Please reach out if you have any questions."
Email template:
Subject: An Update on Your Order #[Order number]
Dear [Customer name],
We’re reaching out to apologize for the delay in shipping your order #[Order number]. Unfortunately, due to [reason], it will take a bit longer than expected. Your new estimated delivery date is [date].
We understand delays can be frustrating, and we truly appreciate your patience. If you have any questions, don’t hesitate to reach out.
Thank you for your understanding.
Best,
[Your company name]
3. Delay message template: Last-minute delay update
When to send: If an unexpected issue arises close to the expected delivery date
Purpose: Notify the customer about an urgent delay and reassure them of the next steps.
Customers count on delivery dates being spot on. If things go sideways at the last minute, a quick heads-up can make all the difference.
SMS template:
"We’re sorry, [Customer name], but due to [reason], your order #[Order number] is experiencing a last-minute delay. We are working to get it to you as soon as possible and will update you shortly. Thank you for your patience!"
Email template:
Subject: Urgent Update on Your Order #[Order number]
Dear [Customer name],
We regret to inform you that your order #[Order number], which was scheduled to arrive on [original date], is facing an unexpected last-minute delay due to [reason]. We understand this is disappointing, and we sincerely apologize for the inconvenience.
Our team is working hard to resolve this issue, and we will provide an updated delivery timeline as soon as possible. We appreciate your patience and will keep you informed every step of the way.
If you have any questions or need further assistance, please don’t hesitate to reach out.
Thank you for your understanding.
Best,
[Your company name]
4. Delay message template: Compensation offer
When to send: If the delay is significant and impacts customer experience
Purpose: Offer compensation (discount, free shipping, or store credit) to maintain goodwill.
When a delay causes major inconvenience, a small discount or free shipping can turn things around. It’s a way to say, “Thanks for your patience—we appreciate you.”
SMS template:
"Hi [Customer name], we regret the delay with your order #[Order number]. As a token of appreciation for your patience, we’d like to offer you [discount or free shipping] on your next order. Use code [CODE] at checkout. Thank you for choosing us!"
Email template:
Subject: Thank You for Your Patience – Here’s a Special Offer
Dear [Customer name],
We appreciate your patience regarding your delayed order #[Order number]. We understand how important timely deliveries are, and we’re truly sorry for the inconvenience.
As a token of appreciation, we’d like to offer you [discount or free shipping] on your next order. Use code [CODE] at checkout.
Thank you for choosing us, and we appreciate your understanding!
Best,
[Your company name]
5. Delay message template: Holiday season delay
When to send: During busy holiday seasons when shipping delays are common.
Purpose: Manage expectations and apologize for potential delays due to increased seasonal demand.
Increased demand during holidays often leads to delays. Proactive communication assures customers that their order is still a priority.
SMS template:
"Hi [Customer name], due to high holiday demand, your order #[Order number] may experience a slight delay. We expect it to arrive by [new date]. Thanks for your understanding and patience during this busy season!"
Email template:
Subject: Holiday Season Shipping Update for Your Order #[Order number]
Dear [Customer name],
We wanted to give you a heads-up that, due to the increased volume of orders during the holiday season, your order #[Order number] may experience a slight delay. We expect it to arrive by [new date].
We appreciate your patience and understanding during this busy time. If you have any questions, feel free to reach out to our support team.
Best,
[Your company name]
By utilizing these SMS and email templates, e-commerce brands can keep customers informed, mitigate frustration, and maintain positive relationships despite unexpected shipping delays.
Best practices for communicating a shipping delay
Timely communication is essential when informing customers about a shipping delay. Below are the best practices for effectively communicating a shipping delay:
1. Notify customers as soon as possible
70% of e-commerce shoppers say their orders were shipped late with no explanation, which can really hurt your brand. By sending a timely and thoughtful delay message ASAP, you can keep your customers informed. This even strengthens their loyalty, despite the hiccup.
2. Use multiple communication channels
Make sure your customers never miss an update by reaching them through multiple channels:
- Email notifications
- SMS alerts
- Customer service chat or call support
With 90% of customers expecting immediate updates when their order status changes, using multiple touchpoints ensures they stay informed and reassured.
3. Provide clear and honest information
41% of consumers want their orders within 24 hours, which means any delay can lead to frustration. So, when delays happen, clear and honest communication is important.
Be upfront about the reason for the delay, how long it may last, and any potential resolutions. Avoid vague language and ensure that your message is factual and precise.
Example: "We regret to inform you that your order (#12345) has been delayed due to unexpected supply chain disruptions. We are actively working to resolve this issue and anticipate shipping your order by [new estimated delivery date]."
4. Offer an estimated delivery timeline
Even if the exact delay duration is uncertain, provide the most accurate estimated delivery timeframe based on the available information and keep customers informed of any changes.
Example: "Due to high order volumes, your shipment may experience a delay. We estimate that your package will arrive within 5-7 business days. We will keep you informed of any further updates and appreciate your patience."
5. Apologize and show empathy
A heartfelt apology goes a long way in maintaining goodwill. This assures you are doing everything you can to get the order to them as soon as possible.
Example: "We understand how important it is to receive your order on time, and we sincerely apologize for the delay. We appreciate your patience and are doing everything we can to expedite your shipment."
The role of automation in shipping delay messages
For e-commerce companies handling thousands of orders daily, automation is essential for sending shipping delay notifications at scale. Considering that 76% of Americans say a bad customer experience is worse than a delayed shipment, keeping customers informed should be a top priority.
By now, you know customers expect timely and personalized updates, and manual communication simply cannot keep up with demand.
- Automation ensures that every customer receives real-time updates via SMS, email, or app notifications, reducing uncertainty and frustration.
- AI-driven automation can also personalize messages based on order details, past interactions, and estimated delivery timelines. This enhances the customer experience and also reduces inbound customer service inquiries, freeing up resources.
But having the right platform for automation can make all the difference.
Plivo CX, an omnichannel customer engagement tool, enables e-commerce businesses to send real-time shipping delay notifications at scale.
With its user-friendly interface and powerful analytics, Plivo CX ensures customers stay informed without overloading your support team and improves the overall customer experience.
Send shipping delay messages at scale with Plivo CX
Managing shipping delays manually can be overwhelming, leading to frustrated customers and increased support inquiries. Keeping customers informed at the right time is essential to maintaining trust and reducing complaints.
With Plivo CX, you can automate shipping delay notifications across SMS, ensuring customers receive real-time updates without the hassle of manual follow-ups. From proactive delay alerts to last-minute updates, Plivo CX helps businesses simplify communication with customers and improves customer satisfaction.
Here’s how Plivo CX helps e-commerce businesses stay ahead:
- Automated notifications: Keep your customers informed with automated SMS alerts about shipping delays, providing real-time updates based on their orders.
- Customer segmentation: Group customers based on order status, delivery region, or urgency level to send targeted and relevant updates.
- Customizable templates: Use pre-designed templates to craft clear delay notifications. Ensure timely delivery via SMS for a good customer experience.
- Copywriter AI: Instantly generate clear, empathetic, and engaging delay notifications using Copywriter AI.

- E-commerce integrations: Plivo CX integrates with popular e-commerce platforms like Shopify, BigCommerce, WooCommerce, and Magento, sending notifications directly from your system.
- Optimized delivery timing: Schedule delay messages at the right moment, ensuring customers receive updates when they need them most—whether it's a pre-delay heads-up or an urgent last-minute notice.

With Plivo’s advanced carrier network spanning 220+ countries, Plivo CX ensures your shipping delay messages reach customers reliably and cost-effectively.
Businesses using Plivo CX for automated shipping delay notifications have seen significant cost savings, reducing communication expenses by up to 70% while enhancing customer experience at scale.
Additionally, businesses using Plivo CX generate $71 for every $1 spent, along with a 20% increase in on-time deliveries and improved subscription fulfillment.
Simplify your shipping delay notifications, protect your brand reputation, and save valuable time with automated messaging with Plivo CX.

Boost Sales With SMS Reminders: A Guide for eCommerce
Discover the top benefits of sending SMS reminders and how to send different types of reminders for maximum impact.
You can make countless changes on product pages to optimize your conversion rate. Yet often, all it needs is a simple nudge—a quick reminder text to customers that the product they left in the cart is about to go out of stock or the sale they were waiting for is now live.

Oksana Tsvigun, an eCommerce expert, says, "When executed effectively, nudge marketing can significantly influence purchase behavior across various channels."
In this post, we will explore the type of SMS reminders eCommerce businesses can send and how they can send.
Types of SMS reminders eCommerce businesses can send
Here are some of the must-have SMS reminders for your online store:
1. Abandoned cart SMS reminder
Abandoned cart reminders are a no-nonsense strategy for winning back sales from customers who left their shopping cart in the middle for some reason.
Sending quick abandoned cart reminder texts is effective as they are direct and encourage immediate action. Studies show a well-crafted text can recover up to 58% of these carts, potentially bringing back nearly two out of three lost sales. This means many customers who abandon their carts may return after a text reminder.
Further, high open rates of SMS pose another promising metric.
Sample abandoned cart SMS reminder:
Hi [Customer Name], [Product name] is waiting in your cart. Complete the purchase now and get free shipping! [Link to Cart]
2. Payment SMS reminder
Around 11% of online transactions among eCommerce sites failed in 2023. This failure can significantly impact revenue as customers usually step away from the site after a failure, thinking to try later, and may ultimately forget about the item itself.
A quick reminder text nudges them to complete the purchase in such cases.
Sample payment SMS reminder:
Hi [Customer Name], There was a technical glitch when completing your order payment. Please retry payment now : [Link to payment page].
3. Product restock SMS reminder
Product restock reminders are another great way to increase sales by sending messages to customers who previously expressed interest in an out-of-stock product. It's a proven tactic to regain lost sales due to supply chain issues.
Sample product restock SMS reminder:
Hi [Customer Name], The [Product Name] you were waiting for is back in stock. Order now: [Link to Product Page]
4. Order confirmation SMS reminder
Order confirmation reminders help improve customer experience and gain their trust. It ensures customers get an instant confirmation message with a hint of shipping and further tracking details.
Customers are never left wondering whether the payment they just made resulted in a successful order or not.
Sample order confirmation SMS reminder:
Hi [Customer name], Thank you for purchasing from [Site name], Your order [Order number] is confirmed. We will send a tracking link as soon as the order is shipped.
5. Shipping/Delivery SMS reminder
83% of shoppers look for text updates about their order shipping status. Timely shipping updates are crucial for maintaining customer satisfaction.
A short text message with a tracking link and delivery details goes a long way to win customer trust in the current cluttered market.
Sample shipping/delivery SMS reminder:
Hey [Customer name]: Wohooo! Your order [Order Id] is on the way and expected to arrive by [Tentative delivery date]. Track it here: [Shipping tracking link]
6. Feedback/Review SMS reminder
77% of shoppers specifically seek out websites with ratings and reviews. Having reviews on the website brings more credibility to your store.
Therefore, feedback/review requests are messages customers get after they have received the product. The message contains a link to drop a review on the product/delivery experience.
Sample feedback/review SMS reminder:
Hi [Customer], We hope you are loving your recent purchase. Tap this link [Review link] to drop a review and collect loyalty points
7. Event/Sale SMS reminder
Event/sale SMS reminders are text messages sent to customers to notify them about upcoming events, flash sales, holiday promotions, or special offers.
These reminders are pivotal in increasing the engagement of these promotions and generating more sales.
Sample event/sale SMS reminder:
[Holiday name] Offers Alert! Exciting sales start at [Promotion start date]. Get up to 50% off your favorite products. Start wishlisting now.
8. VIP/Exclusive offer SMS reminder
VIP/Exclusive offers are usually for customers who are part of loyalty programs. These are text messages containing special discounts or early access to some products.
Sample VIP/Exclusive offer SMS reminder:
Hey [Customer name], [Brand name] Summer collection is going to be live soon. As a [Loyalty program ] member, you can access it early here [Collection link]. Get your hands on it before it goes live.
9. Subscription renewal SMS reminder
Some eCommerce brands also offer subscriptions in return for exclusive perks.
One typical example is the famous Amazon Prime program, which provides customers with free shipping. If you offer such subscriptions, you can send text message reminders to customers for renewals.
Sample Subscription renewal SMS reminder:
Hey [Customer name], Your [Subscription program] subscription is about to expire. Renew it now to keep enjoying the perks-> [Payment link]
How to send reminder SMS to eCommerce consumers
For brands seeking to maximize customer engagement, follow this six-step process to create a robust SMS reminder system:
1. Choose an SMS marketing software
The first step is to choose an SMS marketing software that will enable you to send reminders.
Key features to look for in an SMS marketing platform are:
- Supporting segmenting users based on demographics, user activity, and order history
- Allowing to send automated messages based on user actions
- Allowing to send ad-hoc messages when required
- Providing inbuilt reports to draw campaign insights.
2. Integrate SMS marketing software with your eCommerce platform
When you have identified the SMS marketing software, you can integrate it with your Shopify store/eCommerce platform. After integration, the marketing software gets the base customer data to begin sending any reminders.
Further, marketing software also offers customizable sign-up forms to make it easy for customers to subscribe to reminders.
3. Segment your audience
To send effective reminders, you have to segment your SMS list based on user activity, purchase history, location, and more.
When you have well-defined segments, you can send relevant reminders to specific segments.
4. Set up automated SMS triggers
There are two types of reminders. First, there are automated reminders, where you set up a user action to trigger an automated reminder, such as cart abandonment.
In this case, an SMS marketing software tool allows you to set up triggers and automated messages for those triggers.
5. Setup ad-hoc campaigns
The second type of reminder is ad-hoc, which is sent on a need basis.
For instance, reminders for events/flash sales/exclusive offers are ad-hoc whenever these campaigns are planned. For these campaigns, you can send scheduled ad-hoc messages targeting a specific segment of users in the marketing software.
6. Test and optimize
Lastly, don't forget to track key KPIs of reminders, such as open rate, click rate, converted rate, and revenue. This information will help you identify what's working and what's not for sending more effective reminders.
Benefits of sending SMS reminders for eCommerce businesses
Now, let us discover the powerful impact of SMS messaging on your brand's bottom line. Here are the key advantages outlined below:
1. Reduce cart abandonment
Sending cart abandonment reminders is a simple tactic to regain lost sales. For instance, Southwestern outfitters Boot Barn observed a 12% lift in captured revenue through such campaigns.
2. Faster resolution of payment issues
Automated payment reminders can bring back the customers who left the cart due to payment issues.
For instance, businesses using automated reminders achieved up to a 50% increase in payment rates compared to those who did not utilize such reminders.
3. Boost sales and revenue
Most types of reminders (abandoned cart, product restock, offers, etc.) are a simple way to gain sales. Every conversion increases the overall revenue of the business.
4. Improve customer experience
Regular reminders on orders and shipping status improve the customer experience. Customers who receive SMS delivery notifications report a 97% satisfaction rate, as it keeps them informed in real time.
Customers do not have to wonder where their product is or have to go back to the app/website again and again to check the status. They can stay assured that the brand will keep them posted.
5. Enhance retention and loyalty
SMS reminders help in running effective loyalty programs. To build long-term brand loyalists, you can send text messages to keep customers posted on updates (increase in points, exclusive offers, etc).
Plus, note that 75% of customers like receiving personalized SMS offers from brands they’ve purchased from before.
6. Encourage reviews and feedback
Sending reminder texts gives quick nudges to customers to drop feedback. People are more likely to leave reviews immediately after a positive experience, especially if incentivized. The nudge provides that little push or perk required.
Automate SMS reminders and alerts with Plivo CX
Plivo CX is a cloud-based, omnichannel marketing automation platform that can help you send timely alerts/SMS reminders.
We offer no-code Journeys, where you can drag and drop to set automated SMS. Set up the trigger, define the SMS, and let the system run on autopilot.

Apart from the convenient journey creation, Plivo CX also supports:
✅Getting customers to opt-in
✅Segmenting subscribers for personalized reminder texts
✅Creating SMS reminder content for campaigns using in-built templates and AI copywriter
✅Scheduling ad-hoc SMS reminders with AI assistance
✅Launching campaigns with ease
✅Building reports to track open rates, click rates, and conversion rates of SMS reminders
Further, we do not rely on external carriers; instead, we use our own premium carrier network. This enables you to send high-volume SMS reminders to over 220 countries/territories with higher deliverability for as little as $0.0054.
You can also cut down your SMS marketing campaign costs by 70%!
Want to automate SMS reminders?
Sign up today to explore the powerful features of Plivo CX.

What is an SMS API? Everything You Need to Know
Learn what an SMS API is, how it works, and why businesses use it. Discover key features, benefits, & use cases in this complete guide.
Every day, millions of text messages flash across screens worldwide — appointment confirmations, security codes, and delivery alerts. But how do businesses deliver these messages at scale, instantly, and to any corner of the globe?
The answer lies in an SMS Application Programming Interface (API).
It lets businesses automate and integrate text messaging directly into their apps, websites, or CRM systems; no manual effort or custom-built infrastructure required.
Need to send 10,000 shipping notifications in seconds? Done. Want to track responses or handle incoming texts automatically? The SMS API handles it all.
In this blog post, we’ll explore how SMS APIs work, why they’re revolutionizing customer communication, and how even non-technical teams can use them to save time, reduce costs, and keep customers engaged. Let’s get started.
SMS API 101
An SMS API is a powerful tool that allows businesses to send and receive SMS messages programmatically. This technology helps businesses add SMS features to their applications, improving customer communication.
What is an SMS API?
An SMS API is a software interface that enables sending and receiving text messages via an SMS gateway.
It connects traditional telecom networks with the internet, allowing developers to use web-based code to communicate directly with carrier networks. This integration makes it simple to incorporate SMS functionality into applications.
With an SMS API, developers can use standard coding methods to handle texts effortlessly. This keeps your business running 24/7, delivering alerts, updates, or info to customers at any time.
How does SMS API work?
An SMS API connects your business software (like apps or websites) to mobile phone networks. It acts like a translator and a messenger.
To use these APIs effectively, it's important to understand how they work and the basic concepts behind SMS. Let’s break it down step by step.
- Your software sends a message request: When your app or website needs to send a text (e.g., a shipping update or login code), it tells the SMS API: “Send this message to this phone number.”
- The API prepares the message: The SMS API takes your request and converts it into a format that mobile networks understand. It handles technical details like country codes, carrier rules, and message formatting.
- The message travels to the recipient: It sends the message to mobile networks, which deliver it to the recipient’s phone. If the person replies, the API sends that reply back to your software.
- Automation and scale: The API handles all the technical steps like checking for errors, confirming deliveries, and retrying failed messages. This lets you send thousands of texts at once without manual effort.
Basic SMS concepts
SMS is a foundational tool for modern communication, but using it effectively requires understanding a few key concepts:
Sender ID
This is the name or number that recipients see when they receive your message. It could be a short code (e.g., “12345”), a long code (a standard phone number), or an alphanumeric ID (e.g., “YourBiz”).
A recognizable sender ID builds trust and ensures recipients know the message is from you.
Latency
Latency refers to the delay between sending a message and its delivery. Lower latency means faster delivery.
For example, providers like Plivo optimize this by maintaining points of presence (PoPs) at major internet exchange hubs across various global regions. These PoPs ensure messages travel through Plivo’s high-speed network within each region, minimizing delays even for cross-region traffic.
This setup keeps round-trip times low, so messages arrive almost instantly.
Messaging throughput
This is the number of messages a system can handle per second. High throughput is critical for businesses sending bulk SMS (e.g., marketing campaigns or alerts).
Reliable providers ensure their infrastructure scales seamlessly to handle spikes in demand without delays.
Delivery status
SMS APIs provide real-time updates on the delivery status of a message, indicating whether it was delivered, failed, or is pending.
For example, you might see “delivered” (success), “undelivered” (carrier issue), or “expired” (message timed out). This helps businesses confirm critical notifications (like transaction alerts) have reached customers.
Message encoding and character limits
SMS messages have specific rules for formatting and length to ensure they work across all devices and networks:
- Standard SMS: Uses Global System for Mobile Communications (GSM-7) encoding, which supports basic text (like letters, numbers, and common symbols). These messages can be up to 160 characters long.
- Unicode SMS: Supports emojis, special characters (e.g., accents, Chinese, or Arabic script), or fonts outside the GSM-7 standard. These messages are shorter and limited to 70 characters.
If a message exceeds these limits, it gets split into multiple parts (e.g., a 162-character text becomes two messages).
While most phones stitch them back together, this can increase costs.
Plivo offers an intelligent message encoding feature that automatically detects subtle Unicode characters that are often overlooked. This feature replaces these with similar GSM-encoded characters, ensuring your message is limited to 160 characters.
This eliminates the need to send multiple messages, making your communication more efficient.
Benefits of SMS API
Using an SMS API offers numerous advantages for businesses looking to enhance their communication strategies. Here are some key benefits:
Capture immediate attention
SMS APIs ensure your messages reach customers instantly, making them one of the most effective communication channels.
A survey shows that 80.5% of consumers check their text notifications within five minutes, meaning your alerts, promotions, and reminders are seen almost immediately. This rapid visibility increases engagement, response rates, and customer interactions.
Unlike emails or push notifications that may go unnoticed, SMS messages create a direct and personal connection with recipients, prompting quicker action.
Automated messaging solutions
SMS APIs let businesses automate routine messages like appointment reminders, payment alerts, and order updates. But the biggest benefit isn’t saving time, it’s making customers happier.
43% of marketers say better customer service is the biggest benefit of automation.
For example, a store could automatically send texts like “Your package is on the way!” or “Your order is ready for pickup!” after a purchase. These quick, helpful updates keep customers informed without anyone on the team having to type a single message.
Two-way conversation
SMS APIs let customers reply directly, turning texts into real conversations.
Take LAZ Parking, for example. It manages over 3,400 parking properties across 38 U.S. states. They needed a seamless way for drivers to pay for parking without downloading an app or standing in line. Here’s how they resolved this problem:
- Drivers text a unique code (posted in the parking lot) to a number leased through Plivo’s SMS API.
- They instantly receive a payment link to complete the transaction on their phones.
- If they’re stuck, replying “HELP” triggers automated support, guiding them through the process.

No maintenance worries
Cloud-based SMS APIs eliminate infrastructure headaches. Providers handle updates, scaling, and security and your team just needs to integrate the API and send messages.
No need to worry about server crashes or compatibility issues. It’s like having a dedicated IT team managing your messaging backbone 24/7.
Cost-effective strategy
Traditional marketing can get costly, and you might not even reach the right customers.
That’s why an SMS API is so useful.
It lets you send fast, affordable messages directly to thousands of people who actually want to hear from you. This makes it a simple way to grow your business and get your updates seen by the right audience.
Global reach with multilingual support
SMS APIs offer businesses the ability to connect with a global audience, transcending geographical boundaries.
Platforms like Plivo offer SMS solutions that send messages to 220+ countries and territories, with tools to adapt content to local languages, customs, and cultural preferences.
For businesses targeting international markets, this feature is crucial. It allows for consistent communication, whether you’re sending promotional offers, service updates, or support messages. Plus, by using an SMS API, companies can ensure their messages are culturally sensitive and localized.
This helps build trust with customers and increase brand loyalty across diverse demographics.
Use cases of SMS API
SMS APIs have a wide range of applications across various industries. Here are some common use cases:
Digital marketing and sales
Text message marketing is a great way for businesses to reach customers directly. It lets companies share sales updates, discounts, and important news straight to their customers’ phones.
A 2023 report on mobile users found that over half of customers (52%) prefer getting updates via text, making it a key part of any business’s marketing plan.
GoCheckin, a tool created by Fastboy Marketing, helps beauty salons send appointment reminders and special deals to their clients. They use Plivo to manage and send large numbers of texts quickly and reliably.
Using text messages instead of an app, Fastboy simplified the process for salons to connect with clients.
Notifications and alerts
Automatic updates and account alerts help keep customers in the loop and strengthen their trust in a business.
Text messages work especially well for sharing fast, dependable updates about purchases, security warnings, or changes to their accounts.
Online stores use texts to update customers at every step of the shipping process.
Take Luxer One, a company based in California that installs secure package lockers for apartments and homes as an example. They use text messages to let residents know when a package arrives.

Before switching to texts, they relied on emails — but many residents didn’t see or check their emails, causing packages to go unclaimed and frustrations to rise.
With text messages, Luxer One now ensures nearly every alert (over 99%) reaches customers, making package pickups smoother and customers happier.
Customer care
SMS APIs enhance customer care by enabling businesses to offer fast, personalized, and efficient support. Customers receive instant responses to their inquiries, leading to quicker resolutions and improved satisfaction.
For example, an e-commerce company can send immediate order confirmations, delivery updates, or troubleshooting guidance via SMS, keeping customers informed at every step.
Additionally, with conversational AI, you can provide instant help 24/7, reducing the burden on your team and allowing them to focus on more complex tasks. This streamlines support operations, strengthens customer relationships, and drives loyalty, all while offering a seamless customer experience.
Two-factor authentication (2FA)
Businesses use SMS services to send 2FA login codes for added security.
When users log in, the system texts a code to their phone to verify their identity. This method is popular because texts arrive quickly and people check them instantly.
Banks, apps, and online shops rely on SMS for this step — it’s simple for users and reduces fraud risks. Some companies pair it with backup options (like email) in case phones aren’t accessible.
Reminders
Sending appointment reminders by text is a simple way to keep customers informed and reduce missed appointments.
Once you connect an SMS service to your current setup, the system automatically sends reminders at the right time. For example, when an appointment is coming up, the service instantly delivers a text to the customer’s phone.
A dental clinic could text patients a day before their visit, helping them remember their appointments and show up on time.
Best practices for implementing SMS API
Implementing an SMS API can significantly enhance your application's communication capabilities. Here are some best practices to ensure a successful SMS API integration:
Set clear objectives
Setting clear objectives is key to successfully using an SMS API. Start by deciding what you want to achieve with your text messages. For example, you might want to keep customers informed, send alerts, or promote your products.
Also, establish key performance indicators (KPIs) to measure how well your SMS efforts are working and identify areas for improvement.
Prioritize business messaging guidelines
Following business messaging guidelines is crucial for staying compliant and building trust with your audience. Make sure to comply with local laws like the Telephone Consumer Protection Act (TCPA) in the U.S. and the General Data Protection Regulation (GDPR) in Europe.
It's essential to have a clear opt-in process, so people know they are agreeing to receive your messages.
Moreover, always identify your business in the texts you send. This helps create transparency and trust with your subscribers.
Use API personalization
71% of consumers expect companies to deliver personalized interactions, and 76% get frustrated when this doesn’t happen.
Taking advantage of the personalization features in your SMS API can greatly improve how your audience interacts with your messages. You can customize texts based on user data, preferences, or behaviors, making your messages more relevant.
For instance, if a retail store knows that a customer often buys running shoes, sending a text about a new running shoe launch or a special offer can make the message feel more relevant.
Also, consider A/B testing different personalized messages to find out which ones work best for your audience.
Avoid spamming subscribers with promotions
Sending too many irrelevant marketing messages can drive customers away. In fact, 47% of customers found such texts annoying and 28% stopped using the brand.
This shows how important it is to limit how often you send messages. Instead of just pushing promotions, focus on making each message valuable.
You can offer helpful information, special deals, or important updates. Sharing relevant content also keeps your audience engaged. On top of that, always provide an easy way for subscribers to opt out of messages. This gives them control over what they receive and helps improve their satisfaction.
Monitor and analyze
Monitoring and analyzing your SMS campaigns is important for ongoing success. Use analytics tools to track performance, including delivery rates, open rates, and engagement.
Encouraging feedback from recipients can help you understand their preferences and improve future messages. Regularly review your SMS strategy based on the data you collect, and make adjustments to optimize your performance.
Experience the benefits of an SMS API with Plivo
When selecting an SMS API for mass communication, it’s important to choose a trusted cloud platform known for reliability, security, and ease of use. Here’s why Plivo stands out as a top choice for businesses:
- Global connectivity: It allows you to send messages to customers all over the world through a network of reliable carriers.
- Advanced features: You can manage sender IDs, use special characters for better readability, and access detailed analytics to optimize your campaigns in real time.
- Seamless integration: Plivo’s SMS API works well with popular tools like Zapier, making your workflows simpler.
- High reliability: The platform is built on a strong infrastructure capable of handling large message volumes. With fault-tolerant systems and high availability, it guarantees a 99.99% uptime for all global connections.
- Competitive pricing: You only pay for what you use. Plivo offers volume discounts for regular usage, helping you save more as your messaging needs grow.
- 24/7 customer support: Plivo provides various support plans to fit any organization's needs, from a free basic plan to a premium plan with 24/7 support.
Ready to streamline your communication? Contact us today to learn how Plivo can elevate your business messaging!

What Is Voice Recognition?
Explore what is voice recognition technology, how it works, its applications in business and daily life, benefits, and the challenges it faces today.
We use our voice to search, command, and communicate with our devices every day. But how do they actually understand us?
The answer lies in voice recognition technology. This powerful tool allows us to interact with machines using our voices, making our lives easier and more convenient.
In fact, 61% of Americans now use voice search on their smartphones, showcasing its growing importance.
But what is voice recognition?
This blog post answers exactly that. Let’s explore how it's changing the way we interact with the world around us.
What is voice recognition?
Simply put, voice recognition refers to technology that converts spoken words into actions or text. It’s designed to handle everything from simple commands to complex instructions.
These systems often have a console or web-based interface where users can log in, give voice commands, and perform tasks without needing to type.
Take airports, banks, and hospitals, for example. Many rely on voice recognition for robotic assistance to improve operations. Popular voice assistants like Siri, Cortana, Alexa, and Google Home are further proof of how integrated this technology has become in everyday life.
How does voice recognition work?
Voice recognition works by capturing the sounds we make and translating them into a digital format that computers can understand.
Think of it like this: as you speak, a microphone picks up your voice and passes it through an analog-to-digital converter. This process turns the audio into digital signals, which are then analyzed for key features like vocabulary, phonetics, and syllables.
The system stores these features in its memory and continuously makes them available for comparison when you speak.
The system relies on a large digital database stored in your computer’s RAM, which helps speed up the process. When you speak, the system matches your words with those stored in the database and quickly displays them as text on the screen.
Core components and key technologies
To further understand how voice recognition works, it’s important to break down the core technologies and components that make it possible.
Listed below are the key components that convert spoken language into text or actions for accurate, natural interactions:
Automatic speech recognition (ASR)
ASR is the backbone of voice recognition. It captures and converts spoken language into text by analyzing audio wave patterns and matching them to phonetic components in a database.
Plivo’s ASR further simplifies building voice applications. It offers real-time transcription and acts on partial results as the customer speaks. Additionally, it supports 27 languages and improves accuracy with speech hints for unusual words.
Plivo also provides prebuilt models for quick setup and a profanity filter to keep transcriptions clean. It can detect both speech and keypad inputs at the same time.
Natural language processing (NLP)
Once speech has been transcribed, NLP interprets the meaning behind the words. It helps the system understand context, grammar, and intent, ensuring accurate responses even when dealing with complex language.
Text-to-speech (TTS)
TTS converts text into spoken language, enabling systems to respond with natural, human-like voices. This makes voice assistants more engaging and easier to interact with.
Acoustic modeling
Acoustic modeling focuses on the sound of speech, capturing how different phonemes are produced in various environments. It ensures the system can accurately interpret speech, even in noisy or challenging conditions.
Language modeling
Language modeling predicts the most likely word sequences based on context, improving accuracy and reducing ambiguity. This way, the system can choose the right words, especially when multiple options are possible.
Applications of voice recognition
Voice recognition isn’t just for personal use. It’s also changing the way businesses work. As the technology keeps improving, it's having a big impact in many areas, including:
Personal assistants and smart devices
Personal assistants like Siri, Alexa, and Google Assistant are voice-activated tools that help with everyday tasks. You can ask them to answer questions, control your home, set reminders, and more — just by speaking.
For instance, when an individual asked Google Assistant about the weather in New York City, it provided a detailed forecast for the day.


Enterprises
Voice technology is changing the way businesses operate.
Take customer support, for example. Interactive voice response (IVR), when used with voice recognition systems, can help route calls to the right departments, saving time and reducing the need for human intervention.
Plivo makes this even better with its Smart IVR. It uses artificial intelligence (AI), contextual awareness, and data to create more personalized caller experiences.
Plus, the system upgrades your traditional IVR with AI voice agents and advanced audio streaming. This leads to faster interactions, less agent burnout, and happier customers while improving operational efficiency.
What's more, voice recognition can easily integrate with customer relationship management (CRM) and enterprise resource planning (ERP) platforms. This makes it simpler for teams to stay on top of tasks without switching between multiple systems.
Specialized industries
When a customer calls you, they want to feel heard and appreciated. A voice assistant makes this possible. It focuses on the customer, improving their experience and bringing benefits to your business.
Here are a few examples of different industries to show how it works:
E-commerce
61% of consumers prefer fast replies from AI over waiting for a human representative. This highlights the need for quick and 24/7 customer support. Unlike human agents, voice assistants never clock out.
For example, in an e-commerce setting, a voice assistant can instantly respond to queries like “Where’s my order?” or “What’s your return policy?” without placing the customer on hold.
It can also guide users through troubleshooting steps or help them modify an order, all through simple voice interactions.
AI’s constant availability reduces waiting times and keeps customers happy. At the same time, it frees up human agents to focus on more complex issues.
Healthcare
About 50% of Americans don’t follow their prescriptions as advised. This issue leads to 125,000 preventable deaths, 33% to 69% of hospitalizations, and half of all treatment failures in the U.S.
Voice assistants help address this problem. Patients, especially older adults, can use these tools to set reminders for taking medications on time. This simple solution ensures they don’t miss doses.
AI-powered voice assistants also make healthcare more accessible. Patients can book doctor appointments just by speaking to a voice assistant.

They can even upload medical reports without visiting a clinic or dealing with complicated forms. This makes it easier to share information with doctors, get accurate advice, and lower the chances of readmission.
Education
Voice assistants take language learning beyond traditional classrooms with real-time translations and interactive lessons. They help users practice pronunciation, engage in conversations, and learn vocabulary in a natural setting.
For example, you can ask Google Assistant “How do I ask for directions in Spanish?”
Upon understanding your query, it’ll share translations and contextual usage tips, creating a personalized learning experience anywhere, anytime.

Banking
In banking and finance, voice assistants automate routine tasks, saving time for both customers and employees. They provide instant updates on account balances, process transactions, and even offer tailored financial advice.
For instance, a banking app with voice integration might allow users to say, “Locate a nearby ATM,” or “Block my card.”
Customers are also better equipped to manage their finances without reading confusing menus or visiting a physical branch.
Benefits of voice recognition
Voice recognition technology has evolved rapidly, offering businesses new ways to operate efficiently and connect with customers. Here are some of the key benefits:
Accessibility
Voice recognition makes technology more inclusive. For individuals with disabilities, it provides a way to interact with devices without relying on touch or sight.
Someone with limited mobility may use voice commands to control smart home devices or write messages hands-free. Additionally, speaking is often faster than typing. This allows users to input information more effectively.
Productivity and efficiency
The average employee spends around 60% of their time on “work about work.” This includes tasks like searching for files, managing emails, attending unnecessary meetings, and following up with colleagues. Voice recognition can help reduce this wasted time by automating routine tasks.
For example, employees can use voice commands to quickly pull up documents, schedule meetings, or send follow-ups without interrupting their workflow.
Cutting down on administrative tasks provides employees with more time to focus on meaningful, skill-based work that drives growth.
Security
Voice recognition provides an added layer of security and customization. With voice biometrics, businesses can securely verify users, reducing the risk of fraud. For instance, financial institutions can use voice authentication to confirm customer identities over the phone.
Even better, personalized voice commands let businesses tailor services, such as allowing frequent customers to reorder with a simple command, enhancing convenience and loyalty.
Better customer experience
Voice recognition simplifies how customers interact with businesses.
Automated voice systems can answer questions like, “What’s the status of my order?” or “Can I update my address?” This saves customers time and makes the process more convenient.
Meanwhile, human agents are free to handle more complicated requests, improving overall service quality.
Challenges and ethical considerations
Voice recognition technology offers exciting possibilities, but it comes with challenges and ethical issues that businesses must address. Some of these are:
Accuracy concerns
“Sorry, can you say that again?”
You’ve probably heard this from your voice assistant more times than you’d like. Or worse, it just goes silent after failing to understand you.
Voice recognition has been around since the 1950s, but one issue has stuck with it over the years — accuracy.
It’s no surprise that 73% of businesses cite poor accuracy as the main reason they avoid using voice technology. This challenge has pushed companies to focus on improving AI algorithms that can better process and understand voice inputs.
Data privacy
Many people are unsure about trusting voice technology with sensitive tasks, like handling personal information or payments. They want to control their data and understand how others use it.
A report from PwC shows that lack of trust is one of the top reasons people avoid voice technology. While over half of users make small purchases through voice assistants, they rarely use it for anything more significant. These concerns make it harder for businesses to adopt speech recognition.
If users don’t feel secure, they may hesitate to use the technology.
User bias
Bias in training datasets can lead to unfair outcomes, such as systems that work better for certain groups of people than others.
To build trust, businesses need to be clear about how they use voice recognition.
This includes being upfront about data collection and obtaining user permissions in an honest way. Transparency and fairness should always be priorities when adopting this technology.
Future trends in voice recognition
Voice recognition technology has made huge strides over the years. From the early days when systems could only recognize a few numbers to today's more advanced solutions, it has become a key part of many industries.
But as impressive as the progress has been, there's still a lot to look forward to. Here are some of the exciting advancements to expect in the near future:
Improved accuracy and understanding
Voice recognition systems are already quite good, but they still have room for improvement. The technology struggles with accents, complex sentences, or words that sound the same but mean different things.
In the future, we can expect these systems to get much better at understanding different ways people speak. With the help of AI and deep learning, voice recognition will be able to pick up on speech patterns, understand different pronunciations, and even recognize emotions in voice.
Better context awareness
In the next decade, voice assistants are likely to become better at understanding the context of a conversation. This means that if you're talking about a movie, your assistant might suggest similar movies or showtimes nearby, even if you don’t ask.
Improved privacy and security
As voice recognition becomes more common, keeping our data safe will become even more important. Future voice systems will likely use advanced biometric features, which means they can not only understand what you’re saying but also recognize who’s speaking.
This could lead to a more secure way of protecting your data.
Universal accessibility
Voice recognition is already helping people with disabilities, but there’s even more to come. As the technology grows, we’ll see devices that can translate sign language into spoken words or read printed text aloud with more natural-sounding voices.
Individuals with mobility issues will also benefit from better voice-activated controls, allowing them to manage their environment without needing to use their hands.
Experience the power of voice recognition with Plivo
Plivo-powered AI Voice Agents are changing how businesses work. These voice assistants can handle tasks like setting appointments, sending reminders, and offering personalized advice, all using your preferred knowledge base.
With AI shopping assistance, you can boost sales, and with real-time translations, you can break down language barriers in education. Plus, your customer support can run smoothly 24/7 with no issues.
For customers, this means they can get things done easily with just a voice command. They can check their order status, update accounts, or solve problems without even touching a screen.
Once they share their information, the system keeps it safe and uses it across different support channels, so they don’t have to repeat themselves. Plivo makes communication easier by letting customers speak in their language and getting answers instantly, anytime.
Contact us today to see how Plivo can improve your business and customer experience.
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Interactive Voice Response (IVR) in Healthcare: Complete Guide For 2025
Learn how healthcare IVR systems can change patient communication, its benefits, and industry-specific use cases.
The American Journal of Managed Care states that clinic wait times affect overall patient satisfaction and influence perceptions of healthcare providers. In 2023 alone, over 382 million health records were compromised — 1.2 times the U.S. population.
For healthcare providers, the message is clear: effective communication and tight compliance are key. Communication gaps can result in missed appointments, no-shows, data breaches, and delayed patient care.
That’s where healthcare interactive voice response (IVR) systems come in. They streamline patient workflows and help you focus solely on providing quality patient care.
But how do you know if your facility will benefit from IVR?
In this blog post, we’ll cover everything you need to know about healthcare IVR and its benefits so that you can discern whether it’s the right fit for your facility.
What is IVR in healthcare?
IVR in healthcare automates communication between providers and patients. Through an IVR, patients can navigate options, schedule appointments, and even get answers to common questions, without needing to talk to a live agent.
Simply put, an IVR for hospitals is a virtual receptionist that works 24/7 without getting overwhelmed.
What may happen when a healthcare facility doesn’t use an IVR system? Well, consider these:
- Legal penalties and data breaches can cost your facility millions annually.
- Your staff may get overwhelmed by calls, becoming more likely to make mistakes. This also leads to frustrated patients and increased liability.
- Repetitive, time-consuming tasks like scheduling appointments and sending patient reminders drain morale, causing high turnover rates and additional hiring costs.
- Long wait times and poor communication drive patients away, damaging your facility’s reputation and revenue.
Healthcare IVR systems simplify workflows, reduce such errors, and improve patient experience by streamlining communication.
Benefits of using IVR in Healthcare
All patient and provider workflows can work without an IVR, but they significantly become more efficient with one in place. Plus, IVR benefits in healthcare extend beyond patients, they’re just as valuable for healthcare providers.
Let’s understand the benefits of healthcare IVR solutions for your facility.
For patients
24/7 accessibility to information and services
The last thing any healthcare facility wants is for patients to feel stranded during emergencies or delayed care. IVR ensures that doesn’t happen.
With automated, pre-recorded responses, patients can get their queries resolved and schedule appointments, even outside facility hours.
Patients don't need to wait long to connect to a nurse or admin staff for simple, non-urgent tasks. For instance, they can access critical information like clinic hours, lab results, or prescription refills, whenever they need it.
When patients feel heard, it automatically decreases the number of no-shows or patients going to other, more accessible facilities.
Faster appointment booking and issue resolution
When patients are able to book appointments at their convenience without waiting for clinic hours, their trust in the healthcare provider increases. In addition, it reduces frustration from limited clinic hours or long hold times on the phone, leading to higher satisfaction.
If the requested time slot isn't available or the patient needs to cancel their appointment, the IVR can offer alternatives and cancel the appointment by prompting patients to enter the reason.
The added benefit is that it frees up your administrative staff to focus on patient care.
Improved privacy during sensitive communications
Patients can securely input sensitive information like their date of birth, medical conditions, insurance details, etc. with voice prompts. It makes patients feel safer than sharing such information in an environment with a staff with the possibility of someone overhearing it or misusing it.
For added protection, IVR systems can also authenticate callers with secure methods like PINs, passwords, or date of birth before granting access to personal health information (PHI) so that only authorized individuals can access sensitive data.
Providers like Plivo go a step further by offering compliance with national and global privacy and security regulations including the Health Insurance Portability and Accountability Act (HIPAA), the second of three System and Organization Controls (SOC 2), Payment Card Industry Data Security Standard (PCI DSS), and General Data Protection Regulation (EU) (GDPR). This reassures patients their data is safe with your facility.
For providers
Increased security and compliance
Along with safeguarding patient trust, IVR systems also shield healthcare facilities from costly lawsuits and fines due to data breaches.
HIPAA violations can cost up to $50,000 per incident, with a maximum annual penalty of $1.5 million for repeated violations. Hence, having HIPAA-compliant IVR systems becomes key. They securely handle patient information, whether collecting payment details or routing sensitive calls, and minimize the risk of data breaches.
Moreover, during IVR feedback collection, patients can use harsh language to express their frustration. However, Plivo’s automatic speech recognition (ASR) feature uses a profanity filter to ensure the transcription excludes offensive terms. This helps maintain a professional and neutral tone in records and protects your staff from unnecessary negativity.
Reduced errors in patient interactions
More than 200,000 annual patient deaths in the United States occur due to preventable medical errors. While these include severe surgical mistakes, they also often stem from errors like miscommunication, double booking, or delays in follow-up care.
With automated patient communication, IVR eliminates such issues.
It takes care of missed or delayed follow-ups with specialists, incorrect patient records due to manual errors, overlooked warning signs due to gaps in follow-up care, etc. Automating such critical communication touchpoints reduces recurring errors and medical errors.
Reduced staff workload and operational costs
No-shows hit where it hurts: revenue. While cancellation fees might offset some of the losses, they don’t eliminate the financial strain on your facility.
IVR appointment booking, patient reminders via IVR, and confirmations can reduce no-show rates by up to 30% in outpatient clinics.
For busy clinics, this means significant cost savings annually. Plus, fewer calls about basic tasks like appointment scheduling or follow-up reminders mean less workload for staff, reducing burnout and improving productivity.
Improved patient satisfaction scores
The Center for Medicare and Medicaid Services (CMS) provides a standardized way to access the Hospital Consumer Assessment of Healthcare Providers and Systems (HCAHPS) score. It helps hospitals and governing bodies evaluate patient satisfaction through quantitative measurement.
How do IVR systems help?
Well, they improve these scores by automating patient satisfaction surveys. Patients can easily share feedback about their experience, from communication and staff responsiveness to wait times. This data helps hospitals or clinics identify and address problem areas.
As per the program, facilities with higher HCAHPS scores earn higher reimbursements. So happier patients can directly boost your facility’s bottom line.
Real-life Use Cases of IVR in Healthcare
From scheduling appointments to getting patients’ prescriptions, IVR for hospitals can make many workflows efficient. Let’s look at how you can benefit from implementing IVR systems in your facility with the highlighted use cases.
Preliminary health assessments

A healthcare provider needs to assess the health of each patient before consulting them or referring them to a specialist. Doing so in person can be inefficient, with nurses potentially asking inconsistent questions or overlooking crucial information, increasing the risk of errors.
IVR systems support preliminary health assessments with voice or keypad prompts to collect necessary information from patients before speaking to their healthcare provider. This saves time when dealing with urgent cases.
For instance, if you use Plivo-powered AI voice agents, it can identify high-priority cases immediately based on patient responses. The system can route the call to a nurse or schedule an immediate appointment.
Multilingual support
With over 49.6 million people in the U.S. speaking a language other than English, language barriers quickly become a hindrance to providing quality care.
To make healthcare more accessible, healthcare providers use IVR systems with multilingual support. When calling a provider, patients can select their language using a keypad or voice command. This reduces miscommunication and missed appointments due to patients being unable to navigate the system in their preferred language.
Appointment booking
It now takes an average of 26 days to schedule a new patient physician appointment in 15 of the largest cities in the United States. Naturally, a busy clinic receiving over 100 appointment requests a day will struggle to manage scheduling.
You can implement an appointment scheduling IVR script to take care of the scheduling workflow:
- The IVR greets the caller and asks them to select a service or department.
- The patient inputs their preferred date and time (via text or speaking it aloud).
- The system checks the clinic's scheduling system in real-time and confirms the slot, or offers alternative slots.
- Finally, the IVR sends confirmation through the patient's provided contact details.
Patient medication reminders and lab results
Typically, nurses or administrative staff manually sift through patients' medical files to identify who needs medication reminders and who has pending lab results. They spend hours attempting to reach patients and document the responses received.
However, an IVR menu automatically identifies patients requiring medication and those with new lab results. It also places calls at pre-scheduled times and confirms whether patients have taken medications or if they have any issues to report.
Healthcare providers now only have to review the flagged cases that require urgent attention.
It’s also convenient to automate post-care calls and messages or direct incoming callers to the provider via IVR menus.
Pro Tip: Opt for an IVR provider that supports both dual-tone multi-frequency (DTMF) and voice input for greater accessibility and ease of use.
Prescription refill requests
Patients can call anytime for prescription refill requests. Here’s what the process would look like:
- Patients call the clinic or pharmacy and input their prescription details via keypad or voice.
- The system automatically routes the request to the appropriate pharmacy or alerts the doctor for approval.
- Once approved, the patient receives a notification via text or email with the refill status and pick-up details.
Billing and payment-related inquiries
Map out the flow focusing on common billing-related inquiries and admin tasks like:
- Checking account balance
- Making a payment
- Insurance-related questions or coverage verification
- Check claim status
- Get financial assistance
- Receive personalized support in cases of disputes
If the query requires further assistance, like disputing a charge, the IVR routes the call to the billing department. Automating routine billing inquiries enables administrative staff to focus on resolving complex issues, while patients gain 24/7 access and faster resolution.
For more comprehensive guidance on implementing IVR solutions, go through this guide.
Integrate Plivo’s VoIP into your communication system to build a smart IVR
A system that streamlines everything from basic tasks like scheduling appointments to more complex needs, such as language support and speech recognition, can really help your facility run more efficiently. However, digitizing workflows should never mean compromising patient data security.
Plivo is one such provider. It offers sophisticated speed recognition across 27 languages and their regional variants for natural conversational flows without conventional keypad inputs.
In case you want just a basic text-based system, it lets you create a multi-level IVR. You can even use Plivo's ready-to-use templates for different levels of patient interactions.
Additionally, Plivo’s voice-over Internet Protocol (VoIP) solution redacts patient messages to ensure sensitive information stays secure.
As noted by the Director of Enterprise Data, Women’s Health Clinic:

Plivo also provides custom hint word optimization to better recognize proper nouns, homophones, and industry-specific terms. So implementing healthcare industry jargon like “referral”, “medication dosage”, etc. in the IVR system results in more accurate conversations.
Whether you're new to IVR or looking to upgrade your existing system, Plivo makes it easy to integrate advanced communication features into your healthcare workflows. Contact us to get started.

How to send a WhatsApp verification code
Send WhatsApp verification code easily. Create a Twilio account, configure API, and test via Twilio tools. Secure your service today!
Sending a WhatsApp verification code may seem like a simple process, but many users face frustrating issues such as delayed codes, incorrect phone number formatting, or connectivity problems. These challenges can lead to delays in account setup or two-factor authentication (2FA), disrupting the user experience and compromising security.
In this guide, we’ll walk you through how to send a WhatsApp verification code seamlessly, troubleshoot common problems, and ensure your verification process is both efficient and secure.
What is a WhatsApp verification code?
A WhatsApp verification code is a time-sensitive, one-time password (OTP) sent to a user’s mobile phone to verify their identity during account setup or when accessing certain features. This code is generated by WhatsApp and sent via SMS or WhatsApp message.
Use cases for WhatsApp verification codes
Businesses
WhatsApp verification codes are widely used by businesses for user authentication, especially in industries like e-commerce, banking, and healthcare. For example:
- E-commerce: Retailers use WhatsApp verification codes to authenticate users during account signups or to verify a payment method.
- Healthcare: Medical services use WhatsApp for appointment bookings, sending verification codes to confirm patient identity before proceeding with bookings.
Personal use
Individual users may need WhatsApp verification codes when setting up a new account, transferring an account to a new phone, or when logging in from a new device.
Why you need a WhatsApp verification code
Security
The primary reason to use WhatsApp verification codes is to enhance security. As data breaches and identity theft become increasingly common, a simple password is no longer sufficient to secure an account. WhatsApp verification codes provide an additional layer of protection, ensuring only authorized users can access an account.
Account setup
Verification codes are essential when setting up new WhatsApp accounts. When a user installs WhatsApp for the first time or moves to a new phone, they must verify their phone number using a code sent to them via WhatsApp. This ensures that the number is linked to a legitimate account and is in the user’s possession.
Two-factor authentication
For businesses, implementing WhatsApp verification codes is a key component of two-factor authentication (2FA). This second step in the authentication process reduces the risk of unauthorized access by requiring the user to confirm their identity not only through their password but also through a verification code sent to their phone. This adds a crucial layer of security to sensitive operations like banking or personal account management.
How to send a WhatsApp verification code
Sending a WhatsApp verification code can be done in just a few simple steps, especially when using an API service like Twilio. Here's a guide to help you set up and send a WhatsApp verification code:
1. Create a Twilio account and get API keys
First, sign up for a Twilio account if you don’t have one. Once you’ve registered, go to the Twilio console, where you can generate the necessary API keys for integration. These keys are essential for sending messages programmatically through the Twilio platform.
2. Activate WhatsApp in Twilio console
Once you have your Twilio account set up, go to the Messaging section of the Twilio Console and select WhatsApp. You’ll need to activate WhatsApp in your account. This step involves using the Twilio Sandbox for WhatsApp, which allows you to test the service before going live. Follow the instructions in the console to link your phone number to the sandbox.
3. Get a Twilio WhatsApp-enabled number
After activating WhatsApp, you'll be assigned a WhatsApp-enabled number through Twilio. This number will be used to send WhatsApp messages, including your verification codes.
4. Write the code to generate a verification code
Next, write the logic to generate a one-time password (OTP) or verification code. This can be done with simple code that generates a random 6-digit number (or another format if needed). This OTP will be sent to the user via WhatsApp.
5. Send the WhatsApp message with the verification code
Using the Twilio API, send a WhatsApp message containing the verification code to the user’s phone number. The following code snippet in Python demonstrates how to send the verification code:

This message will contain the OTP, which the user will need to enter into your app or service to complete the verification process.
6. Test the WhatsApp verification code
Once you’ve set up the system, use Twilio’s testing tools to ensure the message is being sent properly. You can also test your WhatsApp messaging in the Twilio Sandbox before deploying it to a live environment.
7. Go live
After successful testing, you can switch from the sandbox to your production environment, making the WhatsApp verification system available to real users.
By following these steps, you’ll be able to integrate WhatsApp verification into your service and provide users with a seamless, secure verification process.
Troubleshooting issues with WhatsApp verification codes
Common problems:
- Code not received: This is one of the most common issues. Users may not receive the verification code due to network issues, incorrect phone number format, or phone number registration conflicts.
- Delayed messages: Sometimes, the WhatsApp verification code may be delayed due to server issues or high traffic on WhatsApp’s network.
- Code expiry: Users often fail to enter the verification code within the valid time window, causing the code to expire.
Solutions:
- Check phone number format: Always verify that the phone number includes the correct country code.
- Ensure stable network: Make sure that the user has a stable internet connection, as this is essential for receiving WhatsApp messages.
- Avoid overuse of same number: Ensure the number is not already registered with WhatsApp, which may prevent the code from being sent.
Best practices for sending WhatsApp verification codes
Timing
Make sure that the verification code is sent at the right time. Timing is crucial, especially when there’s a short window for users to enter the code before it expires. Always test delivery times to ensure that messages arrive promptly.
Security
Ensure that verification codes are transmitted securely to avoid any potential interception. Use secure channels and encryption to safeguard both the code and the phone number.
User Experience
The process of entering the verification code should be seamless. To improve the user experience, ensure that:
- Users receive clear instructions about what to do if they don’t receive the code.
- Provide a link for users to easily request a new code if necessary.
- Communicate the expiration time of the code, ensuring users know when to expect the next one.
How Plivo simplifies WhatsApp verification
Plivo not only simplifies the process of sending WhatsApp verification codes but also provides additional advantages that can improve the overall efficiency and security of your verification system.
With Plivo’s Verify API, you can easily verify new users in real-time, with a conversion rate of 95%. This ensures a seamless, fraud-free experience for your users, reducing the likelihood of fake account registrations. You can go live in over 150 countries within just minutes, using Plivo's pre-registered sender IDs and templates to bypass regulatory paperwork.
Here’s how Plivo’s solutions make it easier and better than other providers like Twilio:
- Alerts and Notifications: Plivo offers best-in-class conversion rates, ensuring that your messages are delivered reliably to users and enhancing authentication across multiple channels.
- Fraud Prevention: Plivo’s Fraud Shield solution helps protect your business by eliminating fake accounts and saving on SMS pumping fraud expenses at no extra cost.
- Cost Efficiency: With Plivo, there are no hidden charges for verification. You only pay for channel costs, ensuring significant savings on each verification attempt.
- Seamless Integration: Plivo’s developer-first approach allows for quick implementation. With sample code and a one-sprint setup, your business can be up and running in no time, with 90% less implementation time than other solutions.
- Customizable OTP Settings: Plivo lets you customize OTP settings, such as sending messages in multiple languages or easily switching templates and configurations, all without complex code changes.
- Auto-Fill OTP: When users receive an OTP on their Android devices, Plivo can configure the code to auto-fill into the app, eliminating the need for manual entry and improving the overall user experience.
- Quick Support: With Plivo, you get round-the-clock support via Slack and phone calls, ensuring you get same-day responses whenever you need assistance.
Plivo’s Verify API is designed to streamline user verification while saving you time and costs, making it the ideal solution for businesses looking to secure and scale their verification processes with WhatsApp.
Get started with Plivo today and optimize your verification process for better efficiency, security, and cost savings!

What Is Mobile Phone Verification and Why Do You Need It?
Secure your account with mobile verification. Boost trust and user credibility with layered methods. Choose optimal solutions now!
Verification is more crucial than ever, as almost 90% of businesses experience revenue losses up to 9% due to fraud, and consumers face a staggering $10 billion in losses.
For organizations expanding their digital presence, this alarming statistic underscores a crucial reality: safeguarding customer data is no longer optional—it's essential.
One of the most effective ways businesses can protect their users and themselves is through mobile phone verification. This simple yet powerful process ensures that only authorized individuals can access sensitive systems, preventing fraud, securing transactions, and building customer trust.
In this blog, we’ll explore the mechanics of mobile verification, its benefits, and why it’s an indispensable tool for modern businesses looking to thrive in an increasingly digitized and vulnerable world.
What exactly is mobile phone verification?
Mobile phone verification is the process of validating the authenticity of a user by confirming their ownership of a provided mobile phone number. This method stands out from other forms of verification, such as email or social media logins, due to its combination of higher security and global accessibility. Unlike email verification, which can be compromised through phishing or social logins that require specific platforms, mobile verification leverages the ubiquity of mobile phones to offer a robust and straightforward solution.
At its core, mobile verification works by sending a one-time passcode (OTP) to the user via SMS or voice call. The user enters this code to complete actions such as signing up for an account, resetting a password, or authorizing a transaction. This ensures that only individuals with access to the verified phone number can proceed, adding an essential layer of protection.
To cater to diverse security needs and user preferences, businesses can choose from various phone verification techniques. Each method offers unique advantages, enabling organizations to balance security, user experience, and operational goals. Let’s explore some of the most common approaches:
1. One-time passcodes (OTPs)
One-time passcodes (OTPs) are one of the most widely adopted methods for verifying mobile numbers. Their popularity stems from their simplicity, speed, and effectiveness in ensuring secure user authentication. Here’s how the process works:
- A user initiates an action, such as registration, login, or transaction.
- The system generates a unique, time-sensitive code and sends it to the user via SMS, voice call, or messaging platforms like WhatsApp.
- The user inputs the code to validate their identity and complete the action.
Why time-sensitivity matters: OTPs typically expire within a few minutes, adding a layer of security by limiting the window for potential misuse. Even if intercepted, an expired OTP is useless to attackers, making it a reliable option for quick, one-time validations.
2. SIM-based verification
SIM-based verification validates a user’s phone number by directly authenticating the SIM card associated with that number. Unlike OTPs, which rely on messages sent over the network, SIM-based verification works at the carrier level, making it inherently more secure and resistant to spoofing.
How it works:
- The system interacts with mobile carriers to authenticate the SIM card associated with a specific phone number.
- This method ensures that only the person in possession of the authorized SIM card can complete the verification process.
Why it’s effective:
SIM-based verification is highly reliable for high-security environments, such as financial institutions and government services. Leveraging carrier-level authentication significantly reduces the risk of phishing attacks or message interception.
3. Silent authentication
Silent authentication verifies a user’s phone number in the background, eliminating the need for manual input of codes. By leveraging carrier-level data or background API calls, it offers a frictionless user experience while maintaining robust security.
How it works:
- The system detects and verifies the user’s phone number in the background, often through the mobile carrier or pre-installed apps on the device.
- The user’s number is matched to the registered account without requiring them to enter a one-time passcode (OTP) manually.
- This method ensures real-time verification with minimal user effort, enhancing convenience and reducing friction.
Key advantages:
- Frictionless experience: Users are verified seamlessly without needing to perform extra steps, which is especially valuable for apps prioritizing speed and convenience.
- Real-time validation: Ensures immediate verification, making it ideal for time-sensitive processes like transactions or app onboarding.
- Reduced errors: Eliminates the possibility of users mistyping codes, improving accuracy and reducing support queries.
4. Risk assessments and ongoing verification
Phone verification is not a one-time action but an evolving process that ensures continuous security throughout the customer lifecycle. Businesses can leverage phone number data and advanced analytics to proactively detect risks and mitigate fraud.
How it works:
- Monitoring changes in phone status:
Businesses can track when a number is ported, deactivated, or flagged for fraudulent activity. For instance, a newly ported number might indicate potential SIM swap fraud, prompting additional verification steps. - Fraud detection through behavioural analysis:
By analyzing phone activity patterns, such as unusual login attempts or changes in geographic location, businesses can identify suspicious behaviour and take preventive action. - Lifecycle risk evaluation:
Periodic re-verification of phone numbers ensures account integrity, especially during critical stages like account recovery, payment updates, or high-value transactions.
Why is mobile phone verification essential for businesses?
As digital interactions grow, businesses must prioritize security to protect their users and maintain trust. Mobile verification addresses key challenges, offering benefits that go beyond basic protection. Here’s why it’s indispensable:
- Prevent fraud and malicious activities
Fraud affects nearly 90% of businesses, leading to significant revenue losses. Mobile verification helps block fake registrations, prevent account takeovers, and authenticate high-value transactions. For example, a financial institution can use SMS-based OTPs to confirm withdrawals, safeguarding users from unauthorized access. - Build trust and loyalty
Customers are more likely to engage with platforms that prioritize their security. Mobile verification shows your commitment to protecting sensitive data fostering trust and long-term loyalty. Businesses in e-commerce, for instance, can use phone verification during checkout to reassure users their transactions are secure. - Simplify regulatory compliance
Industries like healthcare and finance must adhere to strict identity verification regulations, such as GDPR or HIPAA. Mobile verification ensures compliance with minimal effort, streamlining processes like patient onboarding or payment authentication. - Enhance data quality and accuracy
Verifying phone numbers ensures you’re communicating with real, reachable users. This improves the effectiveness of SMS notifications, marketing campaigns, and customer support efforts. For instance, a logistics company can reduce failed delivery updates by ensuring that only verified numbers are used. - Reduce costs and manual intervention
Automated phone verification minimizes the need for manual checks, saving time and operational costs. Businesses with large user bases, such as subscription platforms, benefit from the efficiency and scalability of automated solutions.
Where does mobile phone verification add value to the customer lifecycle?
Mobile phone verification is a versatile tool that enhances security and streamlines interactions across every stage of the customer journey. Here’s how it adds value:
- Seamless account creation
During registration, phone verification ensures that only genuine users can create accounts. By blocking bots and fake profiles, businesses can maintain a secure platform. - Secure profile updates
Sensitive updates, such as changing payment details or linked email addresses, require additional security layers. Phone verification prevents unauthorized changes and reassures users that their information is protected. - Simplified password resets
Losing access to an account can be stressful, but phone verification simplifies the recovery process. Users receive OTPs to reset their passwords securely, ensuring only authorized individuals can regain access. - Transaction authentication
High-value transactions demand robust security. Mobile verification adds an extra layer of protection, reducing the risk of fraud. - Boosting re-engagement efforts
Dormant accounts can be reactivated securely using mobile verification. Before resuming activity, users verify their phone numbers, ensuring they are legitimate account holders. - Personalized onboarding journeys
Phone verification can help tailor the onboarding process to individual users, providing a secure and personalized experience. - Real-time fraud alerts
Businesses can leverage phone verification to alert users of suspicious activities, such as login attempts from unrecognized devices or locations. This proactive approach enhances trust and user confidence.
What are the limitations of mobile phone verification, and how can you address them?
While mobile phone verification offers robust security, it comes with challenges that businesses must address to ensure reliability and user trust. Let’s explore the common limitations and practical solutions:
- SIM-swap fraud
Cybercriminals can exploit vulnerabilities by transferring a user’s phone number to another SIM card, bypassing phone-based authentication.
Solution:- Combine phone verification with additional security measures like device fingerprinting or behavioural analytics to detect anomalies.
- Use adaptive multi-factor authentication (AMFA) to trigger additional checks for suspicious activities, such as logins from unknown devices or locations.
- Message delivery issues
Poor network connectivity, carrier restrictions, or outdated contact information can result in failed OTP deliveries, disrupting the user experience.
Solution:- Partner with a platform like Plivo, which ensures high delivery rates through intelligent routing and fallback mechanisms (e.g., switching from SMS to voice for failed OTPs).
- Regularly verify and update user contact information to minimize delivery errors.
- Time-sensitive OTPs
OTPs are often time-limited, meaning delays in delivery or user action can prevent successful verification.
Solution:- Optimize OTP expiration windows to accommodate potential delays while maintaining security.
- Leverage Plivo’s real-time delivery tracking tools to identify and address bottlenecks quickly.
- Privacy concerns
Some users may hesitate to share their phone numbers due to fears of spam or misuse.
Solution:- Implement clear and transparent privacy policies that outline how phone numbers are stored, used, and protected.
- Assure users of data encryption and compliance with regulations like GDPR and CCPA to build trust.
- Regulatory compliance challenges
Operating across multiple regions may expose businesses to varying compliance requirements, such as TCPA in the US or GDPR in the EU.
Solution:- Choose a platform with built-in compliance features to ensure adherence to local regulations. For example, Plivo supports global compliance through localized number formatting and privacy-first practices.
- Accessibility in remote areas
In regions with poor network infrastructure, OTP delivery via SMS or voice may face delays or failures.
Solution:- Use fallback options like email-based verification or app-based authenticators in areas where SMS delivery is unreliable.
- Test your solution in target regions to ensure robust coverage.
By proactively addressing these challenges, businesses can maximize the effectiveness of mobile phone verification while delivering a seamless user experience.
How can businesses implement phone verification effectively?
To successfully implement mobile verification, businesses need a solution that is both reliable and scalable. Platforms like Plivo’s SMS API offer a seamless way to integrate verification processes into your applications. Here’s how Plivo makes it effortless:
- Global Reach: Send OTPs via SMS or voice calls across 220+ countries, ensuring your users can be verified no matter where they are.
- Intelligent Routing: Plivo’s advanced routing algorithms ensure optimal message delivery every time.
- Compliance & Privacy: Built-in features to meet regulatory requirements and protect sensitive user data.
Whether it’s securing user accounts, authenticating transactions, or sending critical alerts and notifications, Plivo’s SMS API provides all the tools to scale your verification efforts. Additionally, with support for multiple character sets, including emojis and non-Latin languages, you can engage users securely and reliably across the globe.
Take the next step toward secure and seamless user verification. Explore how Plivo’s SMS API can enhance your platform’s security and user engagement strategies. Get started today!

SIP and VoIP: Understanding their Key Differences
Understand VoIP vs SIP: Explore key differences, choose the right solution for cost-effective, scalable communication. Optimize now!
Understanding the difference between SIP (Session Initiation Protocol) and VoIP (Voice over Internet Protocol) is crucial for businesses seeking efficient communication solutions. VoIP, introduced in the mid-1990s, enabled voice communication over the internet but lacked a standardized way to manage calls. SIP, developed later, addressed this by offering a flexible protocol to initiate and manage sessions for voice, video, and messaging. While VoIP provides the foundation, SIP is a signaling protocol that helps establish and manage multimedia communication over IP networks, including voice calls.. Understanding these technologies helps businesses make informed decisions for their communication systems.
In this blog, we’ll explore the key differences between SIP and VoIP, how each can benefit your business, and which solution may be best suited to your needs.
What is VoIP?
VoIP (Voice over Internet Protocol) is a technology that enables voice communication over the internet, as opposed to traditional telephone networks. Instead of relying on analog or digital phone lines, VoIP uses the internet to transmit voice data.
How VoIP works
VoIP converts voice signals into digital packets, which are transmitted over the internet to the destination. This process uses various protocols, including SIP, H.323, and others, to ensure that the call is properly established, managed, and terminated. The key to VoIP’s efficiency lies in its ability to transmit data over the same network used for internet traffic, reducing the need for separate infrastructure for voice communication.
Common use cases for VoIP
- Personal communication: VoIP allows users to make voice calls over the internet, often using software like Skype, WhatsApp, or Google Voice.
- Business communication: Businesses use VoIP to establish internal and external communication systems. VoIP enables flexible, cost-effective solutions for call centers, customer support lines, and remote teams.
- Voice conferencing: VoIP is used to set up voice conferences, enabling communication across multiple parties, often with additional features like screen sharing and file sharing.
What is SIP?
SIP (Session Initiation Protocol) is a protocol used to initiate, maintain, and terminate communication sessions in a VoIP network. SIP is responsible for signaling the start of a call, routing the call through the appropriate network, and ensuring the communication remains stable throughout the session.
How SIP works
SIP operates at the application layer, handling call signaling and session management, while media transmission is managed by protocols like RTP(Real-time Transport Protocol). It works by establishing a session between two devices (such as a phone or a computer), routing the data packets, and ensuring the session is terminated when the call ends. SIP facilitates not only voice calls but also video conferencing, instant messaging, and presence notifications.
SIP is typically used in conjunction with VoIP. It provides the framework for initiating, routing, and terminating those calls.
Common use cases for SIP
- Business phone systems: SIP is used to set up and manage corporate phone systems. It enables businesses to connect VoIP phones to the internet, facilitating cost-effective internal and external communication.
- Unified communication: SIP is often used in Unified Communications (UC) systems that combine voice, video, instant messaging, and collaboration tools into one platform.
- SIP Trunking: SIP trunking is used by businesses to connect their on-premise Private Branch Exchange (PBX) systems to the public switched telephone network (PSTN) using the internet, reducing the cost and complexity of managing multiple lines.
Key differences between SIP and VoIP
While SIP and VoIP are often discussed together, they serve different purposes within the communication ecosystem. Understanding the distinctions between them can help businesses make informed decisions when choosing communication systems.

Choosing the right solution for your business
Understanding SIP vs. VoIP is about recognizing that they serve different purposes but can work together seamlessly. SIP acts as a protocol that enhances VoIP by enabling multi-channel communication such as voice, video, and messaging.
- VoIP as a foundation: Ideal for businesses that primarily need cost-effective voice communication without requiring advanced features. It’s easy to set up and manage, making it suitable for small to mid-sized organizations.
- SIP for scalability and flexibility: Businesses looking for a comprehensive communication solution that integrates voice, video, and collaboration tools across multiple locations will benefit from SIP. It allows for easy scaling and works with existing VoIP systems to offer greater functionality.
Examples of VoIP and SIP in use
VoIP integration in an e-commerce platform
A global e-commerce platform utilizes VoIP for its customer support operations, allowing customers to call their support center from anywhere in the world at no additional cost. VoIP is integrated with the platform's CRM and order management systems, so when a customer calls in, the system automatically pulls up their account and recent purchase history. The integration allows support agents to resolve issues quickly, access shipping information, and issue refunds directly during the call.
Key details:
- The e-commerce platform uses cloud-based VoIP to minimize infrastructure costs and scale effortlessly.
- Real-time call analytics are integrated to optimize call routing and manage support queues based on agent expertise.
- VoIP integration with AI-driven chatbots allows customers to initiate basic inquiries via voice or text, increasing first-call resolution rates.
SIP for unified communication in a distributed software development team
A global software development company uses SIP to streamline communications between its remote teams scattered across different continents. The company integrates SIP with their internal project management and code repository systems (such as GitLab and Jira), enabling secure voice, video, and chat sessions between team members without leaving the platform. This integration allows for seamless collaboration during daily standups, code reviews, and sprint planning meetings.
Key Details:
- The SIP-based system is linked to video conferencing tools (such as Zoom or Microsoft Teams) for high-quality video calls and screen-sharing during meetings.
- The system integrates SIP with presence management, automatically adjusting the team’s availability status based on the status of their work (e.g., “In meeting,” “Available,” “Do not disturb”).
- End-to-end encryption for sensitive discussions about source code, combined with session expiration protocols, ensures that communications are secure and compliant with internal privacy regulations.
- SIP enables dynamic routing for calls based on employee workload, ensuring that high-priority customer calls are always routed to the most available and qualified agent.
These examples highlight the versatility and power of VoIP and SIP in streamlining business communications. By implementing these technologies, companies can enhance collaboration, improve customer service, and increase operational efficiency.
How Plivo enhances communication with their voice API platform
Plivo’s Voice API Platform can help businesses take these capabilities to the next level. With Plivo, you can:
- Conference call: Easily connect multiple participants using a conference bridge, allowing seamless group communications.
- Alerts and notification: Dispatch customized audio alerts via voice calls to keep customers informed in real time.
- Voice survey: Conduct surveys over voice calls, collecting valuable feedback directly from customers.
- Voicemail: Capture important customer information while you're unavailable, ensuring no details are missed.
- Scalable cloud IVR: Build multi-level IVR menus to route calls intelligently, improving customer service efficiency.
- Call forwarding: Forward calls to alternate phones like your office or home, ensuring you're always reachable.
- Global connectivity: Connect calls over the PSTN in over 200 countries, simplifying global communication without dealing with telecom complexities.
- SIP gateway: Integrate and control your existing SIP infrastructure, adding advanced cloud functionalities.
- SIP devices: Connect your existing SIP-enabled hardware and software phones, ensuring smooth integration with your communication systems.
- Client SDKs: Embed native voice calling into your web or mobile apps, connecting users via any device or PSTN phone with minimal code.
- Browser-based web application: Add high-quality VoIP calling to browser apps using Plivo’s WebRTC SDKs.
- Mobile-based application: Integrate VoIP calling into iOS and Android apps with Plivo's mobile SDKs, optimized for battery life.
Plivo provides robust features, detailed call quality stats, and real-time monitoring tools to ensure seamless communication and quick issue resolution. With its scalable, cloud-based infrastructure, businesses can optimize voice communication, increase customer engagement, and boost overall efficiency.
Get started with Plivo today to enhance your business communications and streamline customer engagement across channels!
Understanding SIP and VoIP
1. Definition of SIP and its role in multimedia sessions
2. Definition of VoIP and how it enables voice calls over the Internet
How SIP and VoIP Work
1. SIP's functionality in managing session initiation, maintenance, and termination
2. VoIP's process of transforming voice into digital packets for internet transmission
Differences Between SIP and VoIP
1. VoIP as an umbrella technology and SIP as a supporting protocol
2. SIP's capability in supporting multimedia versus VoIP’s focus on voice transmission
Roles of SIP and VoIP in Communication
1. SIP Trunking and its impact on reducing traditional phone infrastructure
2. VoIP's application in cost-effective communication
Benefits of Using SIP and VoIP
1. Cost savings and scalability offered by SIP
2. Flexibility and advanced features with VoIP
Choosing Between SIP and VoIP
1. Criteria for selection based on business needs
2. Considerations of cost-effectiveness and service robustness
SIP and VoIP Implementation
1. Hosted versus non-hosted VoIP solutions
2. Integration and compatibility with existing infrastructure
Conclusion
1. Summarizing the complementary roles of SIP and VoIP in modern communication
2. Advising on leveraging their combined benefits for optimal business communication solutions

Silent Authentication: A More Secure and Frictionless Verify Experience
Enhance security with Silent Network Authentication's frictionless verification. Improve user satisfaction and secure accounts today. Start now!
In 2024, the cost of a data breach hit an all-time high of $4.88 million—up 10% from the previous year. That's a huge price to pay for any business, especially when nearly half of all breaches involve sensitive customer information like tax IDs, emails, and phone numbers (source). With this in mind, it's time for you to think about better ways to protect your customers—and your bottom line.
Traditional security measures can be intrusive, leaving customers frustrated while you deal with mounting risks. But what if you could offer a seamless, secure experience without the friction? Silent Network Authentication (SAN) might just be the solution you need. It quietly verifies users in the background, ensuring security without adding extra steps for your customers. This approach not only reduces friction but also strengthens protection—letting your users get what they need without interruptions. It’s time to rethink how you approach user authentication, especially when every breach could cost millions.
How Silent Network Authentication works
Silent Network Authentication (SNA) offers a seamless way to verify users without requiring manual input. Unlike traditional authentication methods that rely on passwords or OTPs, SNA leverages mobile network data to confirm a user’s identity in the background. This means users can access services without entering codes, leading to a frictionless experience that enhances security and convenience.
SNA works by directly connecting to the mobile carrier's network to verify phone number possession. This process ensures the authenticity of the user without interrupting their workflow, making it ideal for businesses handling high volumes of customer interactions.
Step-by-Step Authentication process:
- User Initiation: When a user attempts to log in or access a service, their mobile number is automatically detected.
- Authentication Request Sent: The service sends a verification request to the mobile carrier, containing details such as the phone number and device ID.
- Carrier Verification: The carrier checks its network records, including the International Mobile Subscriber Identity (IMSI) and device information, to confirm the user’s authenticity.
- Authentication Decision: If the details match the carrier’s records, the authentication is approved, and the user gains access instantly.
- Session Completion: Once authentication is successful, the session is securely established without requiring user intervention.
Throughout this process, everything happens silently in the background, ensuring that the user experiences no delays or disruptions.
Direct carrier connections for enhanced security
One of the key advantages of SNA is its reliance on direct carrier connections. This eliminates the need for third-party authentication apps and reduces exposure to phishing or hacking attempts. The authentication process occurs at the network level, ensuring that only legitimate devices can access your services.
Since mobile carriers control the verification process, businesses can rely on SNA to provide real-time, fraud-resistant authentication without requiring additional infrastructure.
Dependence on cellular networks: It’s important to note that SNA requires an active cellular connection. If a user is connected to Wi-Fi without mobile data access, the authentication process may fail. Businesses should consider fallback options, such as SMS verification, to accommodate users in such situations.
Plivo’s Verify API ensures reliable authentication through SMS, voice, and WhatsApp, providing businesses with a robust backup solution when cellular network connectivity is unavailable.
Also Read: 7 Best Phone Number Verification APIs in 2024: Ranked & Reviewed
The overview of Silent Network Authentication sets the stage for a comparison with more traditional approaches.
Comparing Silent Network Authentication to Passwords and OTPs
When it comes to securing your customer interactions, traditional authentication methods can create friction. Silent Network Authentication offers a smoother, more secure alternative. Let’s break down how it compares to common methods you’re likely familiar with.
SNA eliminates the need for cumbersome user steps while maintaining strong security. Alternatively, if you are using OTP-based methods, Plivo's Verify API ensures strong security with a seamless experience, offering fraud protection via Plivo's Fraud Shield for added peace of mind. Don’t just take our word for it—Request a free trial now and experience it firsthand.
Beyond the comparison, it's important to understand the technical details of how silent authentication functions. Let's explore the process.
Key benefits of choosing Silent Network Authentication
Silent Network Authentication provides businesses with a frictionless and secure verification method. Below are the core benefits:
- Seamless user experience
Users are verified automatically through their mobile network, eliminating the need for entering codes or passwords. This ensures instant access without interruptions, improving overall customer satisfaction. - Enhanced security
Unlike OTPs or passwords, which are prone to phishing attacks, SNA verifies user identities directly through carrier networks, significantly reducing fraud risks. - Cost-effective implementation
With no need for additional infrastructure or app installations, SNA is easy to implement within existing systems, offering a lower total cost of ownership. - Scalability and flexibility
SNA easily scales with your business needs, providing a reliable solution whether you have a few thousand or millions of users. Its integration with mobile networks ensures consistent performance even as demand increases. - Frictionless customer journey
By removing manual input, SNA improves conversion rates and helps businesses reduce abandonment rates during critical operations, such as transactions and account registrations.
Despite the clear benefits, it's crucial to acknowledge that, like any technology, Silent Network Authentication has certain limitations that should be addressed.
Limitations of Silent Authentication you need to address
While Silent Network Authentication offers a seamless and secure authentication process, it’s not without its challenges. Understanding these limitations can help you decide whether it’s the right fit for your business.
1. Dependency on cellular networks
Silent authentication relies heavily on cellular networks for validation, meaning it only works when users are connected to a mobile carrier, not just Wi-Fi. If a user tries to authenticate while on Wi-Fi, the process will fail. This limits its effectiveness in environments where Wi-Fi usage is dominant, such as in offices or homes.
For instance, imagine an employee trying to authenticate via their work-issued phone while at home, connected to Wi-Fi—they could experience authentication issues unless they switch to cellular data.
2. Limited coverage in certain regions
While mobile networks are widespread, some regions or carriers may not support Silent Network Authentication. In areas with limited carrier support or underdeveloped cellular infrastructure, users could face difficulties completing the authentication process.
If your customer base spans international borders, some users in remote or rural regions might not experience the same seamless authentication as users in more urbanized areas. This could lead to frustration and a less reliable customer experience.
3. User privacy concerns
Silent authentication uses mobile network data, such as the IMSI (International Mobile Subscriber Identity), to authenticate users. Some customers may feel uneasy about their mobile data being used without their active consent. Although this method is secure, transparency and user consent are key.
You might encounter resistance, particularly in industries where customer data privacy is a major concern, such as in healthcare or finance. You’ll need to balance security with user trust by clearly communicating how their data is used.
4. Carrier-specific restrictions
Each mobile carrier may implement silent authentication differently, leading to inconsistencies in how it works across different networks. Some carriers may restrict the data used for authentication, impacting the reliability of the process. This is something to consider if your product or service needs to work universally across multiple carriers.
5. Device compatibility issues
Not all devices are compatible with silent authentication, especially older or non-standard mobile devices. The system relies on GSM authentication protocols, which all device manufacturers may not fully support. If your user base includes a mix of device types, some users could find themselves unable to authenticate seamlessly. In such cases, you might need to provide fallback authentication options, like SMS or email verification, to ensure that every user can access your service.
Plivo’s Verify API can be your go-to backup when Silent Authentication encounters issues. With its reliable process and fraud protection, you can explore volume pricing designed to fit your business's needs, making it a scalable, cost-effective choice.
How Plivo Verify API overcome Authentication challenges
While Silent Network Authentication (SNA) offers a frictionless user experience, it is essential to have a robust fallback solution to address potential challenges such as network dependency, regional coverage limitations, and regulatory compliance. Plivo Verify API provides a comprehensive solution to ensure seamless user verification, enhanced security, and cost-efficient operations across multiple communication channels.
Why choose Plivo Verify API?
Plivo Verify API helps businesses eliminate fake accounts and securely verify users in real-time with an impressive 95% conversion rate, making it an ideal complement to SNA. Whether users are facing connectivity issues or privacy concerns with SNA, Plivo's verification process provides an efficient backup.
Key benefits of Plivo Verify API:
1. Multi-channel verification options
- Reach users through SMS, voice, and WhatsApp, ensuring flexibility even when cellular networks are unavailable.
- Upcoming support for RCS and email verification, further diversifying verification options.
2. Pre-registered sender IDs for instant go-live
- Plivo simplifies compliance by offering pre-approved sender IDs and templates in major regions like the US, UK, and India, enabling businesses to bypass regulatory hurdles and go live within minutes.
3. Fraud prevention with Plivo Fraud Shield
- Prevent SMS pumping fraud with Plivo’s AI-driven fraud detection system at no additional cost, ensuring you only pay for genuine user verifications.
- Businesses have reported 45% reduction in OTP costs and improved fraud protection since implementing Plivo.
4. Seamless integration and developer-friendly APIs
- Plivo's developer-first approach allows easy integration into your existing system with minimal development effort.
- SDKs available for Python, Node.js, PHP, Ruby, Java, .NET, and more, reducing implementation time by 90%.
5. Global reach with localized messaging
- Verify users in 150+ countries, with support for multilingual templates to ensure localized communication.
- Carrier partnerships ensure optimal delivery rates even in regions with strict compliance policies.
6. Cost-effective with no hidden charges
- Unlike other platforms, Plivo offers $0 verification fees, allowing businesses to only pay for channel costs (SMS, voice, WhatsApp).
- Transparent pricing structure helps businesses save up to 91% compared to competitors, making it an economical choice.
7. 24/7 enterprise-grade support
- Round-the-clock support via Slack and phone calls, ensuring businesses get assistance whenever needed.
- Guaranteed same-day response times minimize disruptions to critical verification processes.
Trust Plivo to help you create a safer, smarter, and more seamless verification journey. Take the first step and request your free trial now.
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