Voice-Native Intelligence for High-Volume Customer Conversations

Voice-Native Intelligence for

High-Volume Customer Conversations

VInfer.AI
VInfer.AI

25+ Indian languages live, with dialect-level understanding

25+ Indian & Global languages, with dialect-level understanding

25+ Indian & Global languages, with dialect-level understanding

VInfer is a Voice AI and agentic AI platform that turns everyday customer calls into intelligence and revenue using a custom-built communication LLM designed for India’s languages, workflows, and scale. 

Agentic Voice AI built on a custom, voice-native LLM that automates conversational workflows, evaluates agent performance, and converts live conversations into measurable revenue and operational outcomes.

Agentic Voice AI built on a custom, voice-native LLM that automates conversational workflows, evaluates agent performance, and converts live conversations into measurable revenue and operational outcomes.

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See VInfer in Action

See VInfer in Action

See VInfer in Action

See VInfer in Action

“We started using VInfer’s Agentic AI stack for debt collection and then moved to cross sell and service. The experience has been great and the numbers speak for them. Wish you all the best in all that you are trying to achieve, my blessings are always with you.


— Head of Product, Fast Growing NBFC 

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Faster follow-ups, boosting speed-to-lead and response rates

Faster Follow-UpsAccelerating speed-to-lead and outreach cycles

Faster Follow-UpsAccelerating speed-to-lead and outreach cycles

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Increase in sales observed across multiple early clients 

Sales LiftMeasured increase in revenue within 3 months

Sales LiftMeasured increase in revenue within 3 months

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Higher connect rates in outbound campaigns

Higher Connect RatesAcross outbound campaigns

Higher Connect RatesAcross outbound campaigns

25+ Indian & Global languages, with dialect-level understanding

Agentic Voice AI built on a custom, voice-native LLM that automates conversational workflows, evaluates agent performance, and converts live conversations into measurable revenue and operational outcomes.

See VInfer in Action

See VInfer in Action

0%

Faster Follow-UpsAccelerating speed-to-lead and outreach cycles

0%

Sales LiftMeasured increase in revenue within 3 months

0%

Higher Connect RatesAcross outbound campaigns

“We started using VInfer’s Agentic AI stack for debt collection and then moved to cross sell and service. The experience has been great and the numbers speak for them. Wish you all the best in all that you are trying to achieve, my blessings are always with you.


— Head of Product, Fast Growing NBFC 

Voice INFERed Intelligence for Real-World Operations
Voice INFERed Intelligence for Real-World Operations
VInfer stands for Voice INFERed — the ability to listen to real customer conversations and infer intent, sentiment, risk, and opportunity across Indian languages and real-world call environments.

Built around a custom communication LLM 


Designed for Indian use-cases, mixed Hindi–English, and noisy call environments.

Voice-Native LLM Architecture


LLM architecture optimised for real-time voice conversations, not text prompts. Trained on real world conversations. Reasons over dialogue state, not transcripts.

Voice-Native LLM Architecture


LLM architecture optimised for real-time voice conversations, not text prompts. Trained on real world conversations. Reasons over dialogue state, not transcripts.

Multilingual & India-first 

Handles Hindi, English, Hinglish and major Indian languages used in BFSI, EdTech, healthcare, real estate, e-commerce and services. 

Conversation-Level Reasoning


End-to-end call context modelling for intent transitions, sentiment dynamics, agent actions, and policy deviations. Produces structured, explainable signals for automation and QA.

Indian Language & Acoustic Robustness

Designed for multilingual speech in live calls. Handles accent variance, code-switching, low-bitrate audio, and noisy call-center conditions.

Actionable conversation intelligence


Summaries, sentiment, intent, compliance, QA scores, missed revenue flags and next-best actions. 

Indian Language & Acoustic Robustness

Designed for multilingual speech in live calls. Handles accent variance, code-switching, low-bitrate audio, and noisy call-center conditions.

Conversation-Level Reasoning


End-to-end call context modelling for intent transitions, sentiment dynamics, agent actions, and policy deviations. Produces structured, explainable signals for automation and QA.

Real-world workflows, not just demos


Debt collections, lead qualification, onboarding, renewals, support, verification, NPS, follow-ups and more.

Production Workflow Orchestration


Deterministic execution of high-volume workflows—sales, followups, operations, feedbacks etc. - with complete state tracking.

Production Workflow Orchestration


Deterministic execution of high-volume workflows—sales, followups, operations, feedbacks etc. - with complete state tracking.

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Enterprise-friendly & platform-friendly 

Works with CRMs, dialers, contact center stacks and internal systems; ready for BFSI and regulated sectors. 

Enterprise Platform Architecture


API-first integration with CRMs, dialers, and contact-center stacks. Supports data isolation, RBAC, compliance pipelines, and regulated enterprise deployments.

Enterprise Platform Architecture


API-first integration with CRMs, dialers, and contact-center stacks. Supports data isolation, RBAC, compliance pipelines, and regulated enterprise deployments.

Get Sarted

Get Sarted

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Voice-Native LLM Architecture


LLM architecture optimised for real-time voice conversations, not text prompts. Trained on real world conversations. Reasons over dialogue state, not transcripts.

Indian Language & Acoustic Robustness

Designed for multilingual speech in live calls. Handles accent variance, code-switching, low-bitrate audio, and noisy call-center conditions.

Conversation-Level Reasoning

End-to-end call context modelling for intent transitions, sentiment dynamics, agent actions, and policy deviations. Produces structured, explainable signals for automation and QA.

Production Workflow Orchestration


Deterministic execution of high-volume workflows—sales, followups, operations, feedbacks etc. - with complete state tracking.

Enterprise Platform Architecture

API-first integration with CRMs, dialers, and contact-center stacks. Supports data isolation, RBAC, compliance pipelines, and regulated enterprise deployments.

The VInfer Platform
The VInfer Platform
VInfer brings together AI Voice Agents (Neuron) and Post-Call Intelligence (NeuronLens) into a single stack. Underneath, a custom communication LLM and best-in-class speech-to-text and text-to-speech systems power natural, multilingual conversations and deep call analytics.

Neuron

Neuron

Neuron

Neuron

Agentic AI Stack for Outbound & Inbound Call Automation

Agentic AI Stack for Outbound & Inbound Call Automation

Neuron

Agentic AI Stack for Outbound & Inbound Call Automation

What Neuron Can Do


  • Natural, human-like conversations across multiple Indian languages 


  • Custom built language models for voice workflows: understands intent, emotion, and context over multiple turns 


  • Real-time speech-to-text (STT) and text-to-speech (TTS) integration for smooth, low-latency calling 


  • Business-logic aware, with flows tuned to BFSI, EdTech, healthcare, real estate, logistics and services 


  • Automatic dispositions, tagging and CRM logging 


  • Supervisor view & dashboards for tracking success and spotting issues 


  • Fallback & handover to human agents when needed 

Key Features


  • Designed specifically for Indian accents, dialects and code-mixing 


  • Works reliably in noisy, real-world call environments 


  • Optimized for outbound dialers and high-volume contact centers 


  • Easy to integrate with CRMs, dialers, contact center platforms and internal tools 

Key Features


  • Designed specifically for Indian accents, dialects and code-mixing 


  • Works reliably in noisy, real-world call environments 


  • Optimized for outbound dialers and high-volume contact centers 


  • Easy to integrate with CRMs, dialers, contact center platforms and internal tools 

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Neuron

Neuron

Neu.Lens

Neu.Lens

Neu.Lens

NeuronLens

Monitor agent performance at scale by turning every call into structured insights.

What NeuronLens Delivers


  • Automated transcription (speech-to-text) for every call 


  • Smart summaries in simple language for quick review 


  • Sentiment and intent analysis to understand how customers feel and what they want 


  • Compliance & script adherence checks, especially for BFSI and regulated sectors 


  • QA scoring on parameters you define 


  • Missed revenue and risk flags to highlight where opportunities or problems lie 


  • Agent performance and coaching insights 


  • Searchable conversation history across millions of calls 

Key Features


  • Tuned for Indian English + multilingual audio 


  • Built for contact center AI and QA automation, not just generic transcription 


  • Helps operations, product and compliance teams see the same reality in one dashboard 


  • Scales easily — from a single team to thousands of agents and bots 

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NeuronLens

NeuronLens

Monitor agent performance at scale by turning every call into structured insights.

What NeuronLens Delivers


  • Automated transcription (speech-to-text) for every call 


  • Smart summaries in simple language for quick review 


  • Sentiment and intent analysis to understand how customers feel and what they want 


  • Compliance & script adherence checks, especially for BFSI and regulated sectors 


  • QA scoring on parameters you define 


  • Missed revenue and risk flags to highlight where opportunities or problems lie 


  • Agent performance and coaching insights 


  • Searchable conversation history across millions of calls 

Key Features


  • Tuned for Indian English + multilingual audio 


  • Built for contact center AI and QA automation, not just generic transcription 


  • Helps operations, product and compliance teams see the same reality in one dashboard 


  • Scales easily — from a single team to thousands of agents and bots 

Get Sarted

Get Sarted

NeuronLens

NeuronLens

Monitor agent performance at scale by turning every call into structured insights.

What NeuronLens Delivers


  • Automated transcription (speech-to-text) for every call 


  • Smart summaries in simple language for quick review 


  • Sentiment and intent analysis to understand how customers feel and what they want 


  • Compliance & script adherence checks, especially for BFSI and regulated sectors 


  • QA scoring on parameters you define 


  • Missed revenue and risk flags to highlight where opportunities or problems lie 


  • Agent performance and coaching insights 


  • Searchable conversation history across millions of calls 

Key Features


  • Tuned for Indian English + multilingual audio 


  • Built for contact center AI and QA automation, not just generic transcription 


  • Helps operations, product and compliance teams see the same reality in one dashboard 


  • Scales easily — from a single team to thousands of agents and bots 

Get Sarted

Get Sarted

NeuronLens

Industries & Use Cases 
VInfer is built for India’s most call-heavy industries, where voice, timing and language matter

Logistics and E-Commerce

Last-mile delivery calls

return pickup confirmations

COD verification

customer satisfaction checks 

Logistics and E-Commerce

Delivery and service experience can make or break trust. Voice AI helps you stay proactive. 

  • Delivery confirmation and address verification calls 


  • Return/refund coordination, scheduling and status updates 


  • Proactive calls for delays, exceptions or high-value shipments 


  • Analyze sentiment and reasons for cancellations or returns 

Logistics and E-Commerce

Delivery and service experience can make or break trust. Voice AI helps you stay proactive. 

  • Delivery confirmation and address verification calls 


  • Return/refund coordination, scheduling and status updates 


  • Proactive calls for delays, exceptions or high-value shipments 


  • Analyze sentiment and reasons for cancellations or returns 

BFSI (Banks, NBFCs, Fintech)

Missed EMI calls

Risk alert calls

Soft collections

New customer onboarding

KYC follow-ups

Renewal reminders

Cross-sell campaigns

BFSI (Banks, NBFCs, Fintech)

In BFSI, every call can influence risk, revenue or regulation. VInfer helps you scale without losing control. 

  • Multilingual AI agents for collections, repayment reminders, and recovery. Lens for compliance checks, script adherence, and QA scoring  


  • Automated calls for onboarding, KYC steps, and verification. 


  • Renewal and retention campaigns with personalised, contextual conversations. 


  • Fraud and risk alerts with sentiment, intent, and escalation logic. 

BFSI (Banks, NBFCs, Fintech)

In BFSI, every call can influence risk, revenue or regulation. VInfer helps you scale without losing control. 

  • Multilingual AI agents for collections, repayment reminders, and recovery. Lens for compliance checks, script adherence, and QA scoring  


  • Automated calls for onboarding, KYC steps, and verification. 


  • Renewal and retention campaigns with personalised, contextual conversations. 


  • Fraud and risk alerts with sentiment, intent, and escalation logic. 

CRM Platforms and Dialers

Lead screening

speed-to-lead dial-outs

demo booking

New customer onboarding

Renewal reminders

Dormant lead reactivation

CRM Platforms and Dialers

CRMs and dialers can turn into AI-native platforms by adding voice automation and call intelligence. 

  • Plug in AI voice agents as a built-in calling module in your CRM or dialer 


  • Automate first-contact, follow-ups, and qualification calls 


  • Sync call outcomes, tags, summaries, and recordings back into your CRM 


  • Offer AI calling + analytics as an upsell to your entire customer base

CRM Platforms and Dialers

CRMs and dialers can turn into AI-native platforms by adding voice automation and call intelligence. 

  • Plug in AI voice agents as a built-in calling module in your CRM or dialer 


  • Automate first-contact, follow-ups, and qualification calls 


  • Sync call outcomes, tags, summaries, and recordings back into your CRM 


  • Offer AI calling + analytics as an upsell to your entire customer base

EdTech

Initial lead engagement

qualification

counselling appointment booking

admission follow-ups

fee reminders

alumni campaigns

EdTech

Students and parents respond best when someone actually talks to them. VInfer lets you do that — at scale. 

  • Call and qualify leads across cities, languages and time zones 


  • Book counselling sessions and send reminders 


  • Follow up after brochure downloads, webinar registrations or events 


  • Analyse call sentiment and interest levels for counsellor prioritisation 


  • Automate fee reminders for smooth operations

EdTech

Students and parents respond best when someone actually talks to them. VInfer lets you do that — at scale. 

  • Call and qualify leads across cities, languages and time zones 


  • Book counselling sessions and send reminders 


  • Follow up after brochure downloads, webinar registrations or events 


  • Analyse call sentiment and interest levels for counsellor prioritisation 


  • Automate fee reminders for smooth operations

Health care and Clinics

Appointment automation

reminder calls

post-visit surveys

lead screening for clinics

hospitals and telehealth providers

Health care and Clinics

In healthcare, missing a call can mean missing a patient. Voice AI can quietly keep the system running in the background. 

  • Automate appointment booking, confirmation, and reminders 


  • Post-consultation follow-up and feedback calls 


  • Screen leads for elective procedures and route serious leads to the staff 


  • Analyze patient sentiment and drop-off reasons 

Health care and Clinics

In healthcare, missing a call can mean missing a patient. Voice AI can quietly keep the system running in the background. 

  • Automate appointment booking, confirmation, and reminders 


  • Post-consultation follow-up and feedback calls 


  • Screen leads for elective procedures and route serious leads to the staff 


  • Analyze patient sentiment and drop-off reasons 

Testimonials
What are our customers saying 

“14 of our clients saw an average of 40% higher connect rate with 60–80% faster follow-ups, leading to 8–12% increased sales within 3 months.”


— VP, Product & Innovation, leading CRM provider (1000+ clients)

“14 of our clients saw an average of 40% higher connect rate with 60–80% faster follow-ups, leading to 8–12% increased sales within 3 months.”


— VP, Product & Innovation, leading CRM provider (1000+ clients)

“Our cross-sell team was spending too much time chasing the wrong customers on our two-wheeler and personal loan base. With VInfer, we reworked the qualification flow and let their AI do the first screen in Hindi, Marathi, Telugu, Tamil and Kannada across our tier-2 and tier-3 markets. In the first month itself, we saw roughly a 3% uptick in cross-sell disbursals from the same portfolio, simply because our callers now focus on the right profiles.” 

Chief Business Officer, Mumbai-based NBFC (Two-Wheeler & Personal Loans) 

“Our cross-sell team was spending too much time chasing the wrong customers on our two-wheeler and personal loan base. With VInfer, we reworked the qualification flow and let their AI do the first screen in Hindi, Marathi, Telugu, Tamil and Kannada across our tier-2 and tier-3 markets. In the first month itself, we saw roughly a 3% uptick in cross-sell disbursals from the same portfolio, simply because our callers now focus on the right profiles.” 

Chief Business Officer, Mumbai-based NBFC (Two-Wheeler & Personal Loans) 

“We started using VInfer’s Agentic AI stack for debt collection and then moved to cross sell and service. The experience has been great and the numbers speak for them. Wish you all the best in all that you are trying to achieve, my blessings are always with you.cross-sell


— Head of Product, Fast Growing NBFC 

“We started using VInfer’s Agentic AI stack for debt collection and then moved to cross sell and service. The experience has been great and the numbers speak for them. Wish you all the best in all that you are trying to achieve, my blessings are always with you.cross-sell


— Head of Product, Fast Growing NBFC 

Ready to Transform Every Conversation? 
Ready to Transform Every Conversation? 
Whether you’re a fast-growing business, a large enterprise or a platform powering thousands of users — VInfer can help you automate calls, boost conversions and unlock intelligence from every conversation.