BFSI - Adya for banks & NBFCs

Collections done right - and what comes next

Empathetic, multilingual debt collection - configurable to your regulator, in 200+ languages - and the broader BFSI platform behind it. Banks and NBFCs worldwide start with collections, then build credit risk, fraud, KYC, and treasury on the same agentic foundation.

Debt collection agent hero image
Regulator-configurable compliance 200+ languages, native voice 100% call audit trail GDPR - DPDP - CCPA-ready Smart settlement plans Privacy-respecting skip-trace Built on Adya BFSI stack
Trusted across BFSI - banks, NBFCs, fintech

From Tier-1 banks to NBFCs to fintech distribution

Why Adya Debt Collection

The boiler room is over. Empathy scales now.

Outsourced collections agencies cost 6-8% of recovered amount, regularly trip whichever code applies in their jurisdiction, and only speak a handful of languages well. Adya runs the same workflow end-to-end - in 200+ languages, configurable to any regulator's compliance code, with a 100% audit trail, and a fraction of the cost-to-collect.

Outreach - account #DPD-3402
Agent - Tamil
"Vanakkam Senthil sir, EMI 8,400 bakki. Ungal vasathiku entha date convenient?"
Customer
"Salary 5th-ku varum. Ana 8,400 onnu pannamatten."
Smart plan
2 instalments - 7th & 22nd

Empathy in 200+ languages, at any scale

Voice agents speak the customer's language - Spanish, Portuguese, Arabic, Mandarin, Tamil, French, German, Bahasa, Swahili, and 190+ more. Tone is tuned to bucket and history. The first interaction isn't a threat - it's a workable plan, in the language they actually speak at home.

Call audit - compliance check
Hours: 8am-7pm
No third-party
No threats
Identity stated
AGP - 100% audit trail Active: RBI FPC - +5 playbooks

Every call recorded, transcribed, scored. Violations flagged in real-time, escalated before they ship.

Your regulator's code - enforced, not hoped

AGP turns any regulator's compliance code - RBI FPC, CFPB Reg F, FCA CONC, ASIC RG 96, MAS Notice 612, or a custom playbook - into mathematical preconditions on every call. Calls outside permitted hours don't fire. Threatening language can't be generated. Configurable to your jurisdiction in days, not quarters.

Cost-to-collect - per ₹100 recovered
-70%
Agency ₹7.20 Adya ₹2.10 Resolution 38% w/ Adya
Resolution rate: 38% -> 60%

A fraction of the cost-to-collect

Outsourced agencies charge 6-8% of recovered amount and resolve fewer accounts. Adya runs at 2-3%, hits more accounts per shift, and improves resolution rates by 22 points - the unit economics of recovery, redrawn.

Bucket memory - settlement learning
Account #1 Account #50K - 64% better plan-fit

Memory across buckets, vintages, demographics

Every settlement, every excuse, every successful plan goes into shared memory. The 50,000th account benefits from everything the agent learned about the first 49,999 - smarter offers, sharper triage, fewer wasted dials.

Inside Adya Debt Collection

Four agents covering the full collection lifecycle

Empathetic Outreach reaches the customer in their language. Negotiation crafts the right plan. Compliance keeps every call inside your jurisdiction's code. Skip Trace finds the unreachable. End-to-end, on one platform.

1 - Empathetic Outreach Agent

Reach the customer where they live, in their language

Voice and text outreach in 200+ languages - English, Spanish, Portuguese, Arabic, Mandarin, French, German, Tamil, Swahili, Bahasa, and the rest. Tone tuned to DPD bucket, payment history, and life-stage. Daily-time-window rules are configurable per jurisdiction. Every conversation gets logged, transcribed, and analyzed for intent - not parked in a missed-call list.

200+ languages, native voice + text
Tone-tuned to bucket, history, life-stage
Regulator-defined time windows, enforced by default
Auto-transcribed & intent-tagged into the CRM
See the Outreach agent in detail
2 - Negotiation & Settlement Agent

The right plan, on the first call

Generates payment plans personalized to the customer's stated income cycle, life event, and historical fit. Stays inside your bank's policy - haircut tolerances, restructure rules, escalation tiers. Books the plan into the LMS, sets reminders, and routes the next touchpoint automatically.

Multi-option settlement plans, ranked by fit
Bank policy guardrails: haircut limits, restructure rules
Tiered approval flow: auto / Tier-2 / CRO
Direct write-back to LMS & collections CRM
See the Negotiation agent in detail
3 - Compliance & Code Agent

Your compliance code - enforced before the call goes out

Calls outside permitted hours don't dial. Threatening or harassing language can't be generated. Every conversation is recorded, transcribed, scored against the active regulator playbook (RBI FPC, CFPB Reg F, FCA CONC, ASIC RG 96, MAS Notice 612 - or your custom one), and exported to your audit pipeline. Violations are flagged before the call ends, not in a quarterly review.

Time-window enforcement: 8am-7pm by default
Banned-language guard: pre-generation block
100% call recording & transcription, encrypted
Real-time compliance scoring & auto-flag escalation
See the Compliance agent in detail
Skip trace - account #DPD-9821
re-engaged
Last contact
Primary number disconnected - 47 days ago
Signal - consent layer
Updated mobile via open-banking mandate - 6 days ago
Signal - address-on-file
Bureau update - new employer, salary credit detected
Re-engaged
Connected on day 53 - plan booked
GDPR - DPDP - CCPA-aligned - only consent-layer signals used
4 - Skip Trace Agent

Find the unreachable - without crossing privacy lines

Builds a privacy-respecting signal map: open-banking consent-layer mobile updates, bureau employment changes, address-on-file refreshes, payment-rail metadata. Re-engages on a new number when the customer has updated it themselves, never via third-party data scraping. GDPR, DPDP, and CCPA-aligned by construction.

Consent-layer signals: open banking, payment rails, bureau
No third-party scraping - no relative-ringing
Address-on-file refresh from bureau updates
Auto re-engagement once the customer is reachable
See the Skip Trace agent in detail
The bigger picture - BFSI on Adya

We start at debt collection. We don't stop there.

The same platform - AGP, MAN, ESM, AI-ELT - that powers our debt collection agent can build the rest of your BFSI stack. Here's what's live, what's in build, and what's ready to be designed with you.

Live

Debt Collection

Empathetic outreach, settlement plans, regulator-aligned compliance, skip trace - deployed in production at NBFCs and banks.

Explore the live product
Live

Customer Service Voice

200+ language voice agents for retail banking and NBFC support - account queries, statement requests, EMI changes, branch routing.

See voice agent
Live

KYC & Onboarding

Multi-channel digital onboarding with global ID rails (PAN/Aadhaar, eIDAS, US ID, passport), V-CIP, document AI, and risk-tiered approvals - live with two NBFC partners.

See KYC stack
In build

Credit Risk Assessment

Underwriting agents that fuse bureau, banking statements, and alternate data - explainable scorecards, policy-bound, regulator-aligned (RBI, OCC, FCA, MAS, BaFin). Pilot Q3 2026.

In build

Fraud Detection

Real-time transaction monitoring, mule-account detection, and case workflow - built on the same MAN that powers our collections agent. Pilot Q3 2026.

In build

BFSI Strategy Agent

ESA, tuned for banking & NBFCs - portfolio strategy, treasury scenarios, regulatory horizon scanning, board-ready transformation roadmaps. Pilot Q4 2026.

Design partner

Loan Origination

End-to-end origination orchestration: lead, KYC, underwriting, sanction, disbursal - designed jointly with a launch partner. Currently scoping with two NBFCs.

Design partner

Wealth Advisory

Multilingual wealth and investment guidance with goal-planning, suitability, risk profiling, and portfolio rebalancing - built with a launch wealth-tech partner.

Design partner

AML & Sanctions Screening

Customer screening, transaction monitoring, suspicious-activity workflows aligned to FATF, OFAC, EU AMLD, MAS, and PMLA - designed with a launch compliance partner.

Building something else for BFSI? Let's design it together.

If you're a Tier-1 bank, NBFC, or fintech with a workflow that doesn't fit a standard product, talk to our BFSI team. The same platform that runs Debt Collection in production can be shaped around the next thing you need built.

The boiler room is over. Empathy at scale starts now.

Collections that respect the borrower, recover the bank, and pass any audit. Sourced, governed, multilingual - in production today, with the rest of BFSI on the same foundation.

NBFC retail collections

A Tier-1 NBFC cut cost-to-collect by 70% in one quarter

Tier-1 NBFC $1.8B AUM Consumer + Auto DPD 30-90
-70%
Cost-to-collect, per ₹100 recovered
+22pt
Resolution rate - bucket 30-60
0
Compliance violations in pilot quarter
18
Languages live in week 1
The diagnosis

50,000 accounts/month into bucket 30-60. Five outsourced agencies. Two regulatory notices.

Cost-to-collect at 7.2% of recovered amount. Resolution stuck at 38%. Multilingual reach was patchy. Audit team chasing transcripts that arrived weeks late.

The intervention

All four agents on the bucket-30-60 portfolio in 4 weeks.

18 languages live in week 1, configured to the active regulator playbook. Outreach + Negotiation handled the willing customers. Skip Trace re-engaged the disconnected. Compliance ran on every call, not just samples.

What changed

Cost-to-collect 7.2% -> 2.1%. Resolution 38% -> 60%.

Zero compliance violations. Audit pack ready every Friday, exportable on demand. CRO renewed the contract for the full retail book in cycle 2.

"The audit team stopped chasing transcripts. The CRO stopped reading compliance notices. We started collecting more, in more languages, at a third of the cost. The next conversation is about credit risk."

Chief Risk Officer
Tier-1 NBFC - $1.8B AUM
Built on Adya Platform

The defensible IP behind every collection call

Adya Debt Collection isn't a chatbot wrapped around a dialer. It runs on four pieces of proprietary infrastructure - AGP, MAN, ESM, and AI-ELT - the same moat that lets us ship credit risk, fraud, and BFSI strategy on the same foundation.

AGP - regulator-configurable enforcement, audit trail, no third-party disclosure
MAN - Outreach, Negotiation, Compliance, Skip Trace in parallel
ESM - bucket, vintage, demographic memory across 50K+ accounts
AI-ELT - LMS, CRM, bureau, open banking, payment rails - ingested at NBFC scale
Explore the Adya platform architecture
BFSI-grade compliance, configurable to any regulator

What your CRO, your CISO, and your regulator will ask for

Always-on platform compliance comes built in. On top, AGP turns any regulator's collections code into mathematical preconditions on every call - configured to your jurisdiction in days, not quarters.

Tier 1 - Always-on platform
SOC 2
in flight
ISO 27001
roadmap
GDPR
ready
DPDP 2023
ready
PCI DSS
aligned
Tier 2 - AGP-configurable regulator playbooks

Pre-built collections-code playbooks across major regulators - or bring your own. Switching jurisdictions is a config change, not a rebuild.

RBI FPC - India CFPB Reg F - US FCA CONC - UK ASIC RG 96 - AU MAS Notice 612 - SG OCC 2014-37 - US + your custom playbook
Resources

Field notes from BFSI deployments

Ready to deploy

Start with collections. Build the rest of BFSI.

Empathetic, multilingual, regulator-grade collections in production this quarter - on the same platform that's ready for credit risk, fraud, KYC, and the rest. Pilot in 4 weeks, expand from there.

4-week pilot - bring your bucket-30-60 cohort - data stays inside your boundary.

WEALTH CREDIT RISK COLLECTIONS LIVE FRAUD KYC