Industry voice agent — BFSI

Voice Agent for BFSI, Built for Indian Banks, NBFCs, Lenders & Insurance

AI voice agents for debt collection, KYC verification, loan qualification, policy renewals, and customer service. TRAI + RBI compliant. Multi-language. Designed for Indian financial services volumes.

₹75,000

Quick Build price

TRAI+RBI

Compliance-aware

10K+

Calls/day capable

DPDP

Data protection ready

BFSI voice agent use cases we build

Debt collection / EMI reminders

Soft-touch reminder calls, hard-recovery calls, settlement negotiation. Payment links sent via SMS/WhatsApp. Recording audit trail for compliance.

KYC verification calls

Re-KYC, video-KYC initiation, document collection follow-up. Aadhaar masking, encrypted recording, audit logs.

Loan qualification

Inbound lead qualification for personal loans, business loans, mortgage. CIBIL pull integration, lead scoring, hot-lead routing.

Policy renewal reminders

Outbound calls 30/60/90 days before policy expiry. Renewal payment link, customer service handoff if needed.

Claims status updates

Proactive outbound updates on claim status. Reduces inbound support volume by 40–60% typically.

Customer service / IVR replacement

Replace legacy IVR with conversational voice agent. Account balance, last transactions, FAQ, escalation to human.

Fraud detection callbacks

Outbound verification calls when fraud is suspected. Real-time decision based on customer responses.

Cross-sell / up-sell campaigns

Targeted outbound campaigns for credit cards, top-up loans, insurance riders. TRAI-compliant with proper opt-out.

BFSI-specific build requirements

Banking/lending voice agents have stricter requirements than generic SMB:

  • RBI Fair Practices Code compliance — no harassment, call time restrictions (8am–7pm for collections)

  • TRAI DND list scrubbing before any outbound call

  • DPDP Act 2023 compliance — explicit consent, data minimization, right to erasure

  • Sensitive data masking in transcripts (PAN, Aadhaar, account numbers)

  • Audit-grade call logging for compliance review

  • Multi-language for India's regional borrower base (Hindi, Tamil, Bengali, Marathi, Telugu, Gujarati)

  • CIBIL / credit-bureau integration for live decisioning

  • Payment gateway integration (Razorpay, BillDesk, UPI)

Recommended platforms for BFSI

  • Edesy (recommended): Indian data residency, TRAI/DPDP-aware defaults, bundled compliance audit logs, multi-language built-in

  • Bolna: Open-source-friendly, self-hosted option for on-premise BFSI compliance

  • LeadSquared CRM integration: Critical for most NBFC/lending workflows — see our /services/voice-agent-crm-integration/leadsquared page

  • Vapi/Retell: Possible but require additional compliance retrofit work for BFSI

  • Bland: Not recommended for India BFSI — US-first stack lacks India compliance defaults

BFSI voice agent pricing

BFSI use cases typically need Production Build (₹1,75,000) or Custom Enterprise (₹3,50,000+) for compliance hardening.

Quick Voice Agent Build
₹75,000one-time+ ₹5,000/month maintenance
Single use case, one language, ready in 2 weeks
  • Single use case: lead qualification, appointment booking, FAQ bot, or order status
  • One language (English or one Indian language)
  • Standard voices from the platform's catalog
  • Production-ready prompt engineering
  • Basic CRM webhook (1 platform)
  • Telephony setup (Twilio, Exotel, or platform-native)
  • End-to-end test calls verified
  • 1 round of revisions
  • 14 days post-launch bug-fix warranty
  • Setup documentation
  • Delivery: 2 weeks
Most Popular
Production Voice Agent
₹1,75,000one-time+ ₹10,000/month maintenance
Multi-flow agent with function calling and CRM integration
  • Everything in Quick Build, plus:
  • Multi-flow architecture (greeting → qualification → handoff)
  • Function calling for external API integration
  • 2–4 languages (Hindi + English typical for India)
  • Custom CRM integration included (1 platform)
  • A/B testing setup for prompt variants
  • Sentiment and intent detection
  • Call recording, transcript, and analytics dashboard
  • Human handoff to live agent on trigger
  • 2 rounds of revisions
  • 21 days bug-fix warranty
  • Delivery: 3–4 weeks
Custom Enterprise
₹3,50,000+scoped per project+ ₹15,000+/month maintenance
Compliance, multi-tenancy, custom voice cloning
  • Everything in Production, plus:
  • Paid discovery + technical scoping (₹25,000, credited)
  • Custom voice cloning or branded voice persona
  • Multi-tenant deployment (per-client config)
  • Compliance hardening: HIPAA, PCI, BFSI, GDPR
  • SIP trunking, on-premise telephony, or custom carrier integration
  • Custom analytics integration (Mixpanel, Amplitude, Datadog)
  • Dedicated support SLA negotiable
  • 3 rounds of revisions
  • 30 days bug-fix warranty
  • Delivery: 6–10 weeks

How we'll build your voice agent

Predictable 6-step process from first call to deployed agent

1

Discovery call

30–45 min call to understand your use case, channels, volume estimates, and chosen platform. Free for standard builds, ₹25,000 for enterprise (credited).

2

Scope + fixed-price quote

1-page scope document with exact deliverables, timeline, prompt strategy, and price. Two days to deliver.

3

40% deposit, build begins

Work starts within 2 business days of deposit. You get a Slack/email channel for daily updates.

4

Prompt engineering + flow build

Prompt drafted, flows configured in your chosen platform, voice + STT + TTS selected for your use case.

5

Internal QA + your UAT

We run 50+ test calls covering happy paths and edge cases. You sign off on UAT before production deploy.

6

Production deploy + handoff

Number assigned, agent live, final demo, documentation handoff. 60% balance due. Maintenance retainer starts day after launch.

BFSI Voice Agent FAQ

Edesy build service vs. hiring a freelancer or in-house team

What the alternatives actually cost over 12 months

FeatureDimensionUpwork freelancerIn-house engineerEdesy
Prompt engineering expertise
Voice/STT/TTS provider knowledge
Latency optimization built-in
Indian language support out-of-box
Telephony setup included
Fixed price, no overruns
Bug-fix warranty post-launch
Maintenance when models/APIs change
12-month total cost (estimate)

Other industry voice agents we build

Ready to build your BFSI voice agent?

Book a 30-minute scoping call. We'll send a fixed-price quote within one business day.