Debt Collection Software for Banks, NBFCs & Fintechs in India
CARMA Recover is the collection platform that doesn't stop at software. Bucket-wise strategy, AI calling in 15+ Indian languages, WhatsApp, SMS and email dunning, pan-India field teams and legal escalation — run as one accountable, outcome-based model. If we don't collect, you don't pay.
- AUM managed
- ₹2,000 Cr+
- Anchor clients
- 50+
- Indian languages
- 15+
- Pin codes covered
- 14,000+
What Debt Collection Software Does
Debt collection software — also called collection management software, loan recovery software or a debt collection CRM — is the system of record and action for every overdue account. It pulls account and repayment data from your lending systems, decides who to contact, through which channel and when, records what happened, and escalates accounts that don't respond.
In practice, a modern debt collection platform replaces spreadsheets, disconnected dialers and WhatsApp groups with one workflow: segment the book by DPD bucket, run automated outreach for early-stage accounts, hand harder accounts to field teams with full context, move approved cases to legal, and measure everything in real time. The goal is simple — recover more, faster, at a lower cost per rupee collected, without compromising on borrower experience or RBI compliance.
Where most debt management software stops at the screen, CARMA Recover goes further: the same platform is backed by our own field and legal execution, so the hardest accounts don't fall between a software vendor and an agency. If you are comparing vendors, start with our list of the top debt collection software in India and come back to this page for the evaluation checklist.
Core Modules of a Debt Collection Platform
These are the building blocks every serious collection management system should cover — and the questions to ask any vendor about each one.
Allocation & strategy by DPD bucket
Accounts are segmented by days past due (DPD), ticket size, product and borrower profile, then routed to the right channel, agent or agency. Bucket-wise playbooks for early (0–90 DPD), mid (90–180 DPD), hard (180–360 DPD), deep (360–720 DPD) and write-off (720+ DPD) stages stop aged accounts from being quietly abandoned and help you control bucket migration.
AI calling
Voice agents handle high-volume, first-touch outreach — pre-due reminders, overdue nudges and promise capture — so human teams focus on harder conversations. CarmaOne's AI calling engine speaks 15+ Indian languages.
WhatsApp, SMS & email dunning
Pre-defined dunning sequences escalate across channels as DPD increases, with templates and timing tuned per bucket. See how WhatsApp collections fit alongside voice in an omnichannel strategy.
Field collection app with GPS
CARMA Recover's field app gives agents visit allocation, route planning, GPS-stamped visit logs, disposition capture and receipts, so your managers can verify that every visit happened where and when it was reported. Where contact details are stale, skip tracing helps locate borrowers before a visit is scheduled.
Promise-to-pay (PTP) tracking
Every promise to pay is captured with amount and date, followed by an automated reminder before the due date. A broken PTP is flagged instantly and the account moves to the next step of its strategy.
Payment links & UPI
The shortest path from conversation to payment is a link sent in the same channel. CARMA Recover sends payment links and UPI collection requests over WhatsApp, SMS and calls, and reconciles payments back to the account automatically, so no one chases a borrower who has already paid.
Legal workflow
When digital and field channels have not worked, CARMA Recover manages notices and case tracking for Section 138 (Negotiable Instruments Act), SARFAESI, Debt Recovery Tribunal (DRT) filings, civil suits and arbitration — with legal action proceeding only on the lender's explicit approval.
Dashboards & KPIs
CARMA Recover's real-time dashboards show collection efficiency, roll rates, PTP kept rate, contactability, cost per rupee collected and agent productivity by bucket, product and geography — not just a monthly spreadsheet.
Compliance recording & audit trail
Every call, message and visit is logged and, where applicable, recorded, with consent, calling-window and frequency rules enforced by the system rather than by memory. That audit trail is what you show an auditor, the RBI or a grievance officer.
Running these modules together is what an omnichannel strategy means in practice — read our guide to omnichannel collections with AI calling and WhatsApp.
Software Only vs Software + Service (Outcome-Based)
There are two ways to buy collections technology in India. The right one depends on how much of the execution you want to own.
Software-only platform
You licence the platform and run collections with your own teams and agencies. It suits large banks and NBFCs with mature in-house operations.
- You pay licence or usage fees whether or not accounts recover
- You hire, train and manage callers, field agents and agencies
- Legal escalation is coordinated separately with external counsel
- Accountability is split between vendor, agencies and your team
Software + service — CARMA Recover
The platform comes with the people and legal muscle to use it. You get visibility and control; we carry the execution and the outcome risk.
- Success-fee pricing — no monthly minimums, no floor charges
- AI calling in 15+ Indian languages plus WhatsApp, SMS and email
- Pan-India field teams across 22+ states and 14,000+ pin codes
- In-house legal: S.138, SARFAESI, DRT, civil suits, arbitration, EOW
- One accountable partner instead of multiple regional agencies
The outcome-based model matters most in the hard bucket: 76% of CARMA Recover's collections come from 90+ DPD accounts — the paper most collection partners stop trying on. To see how the economics compare for your book, use the collections ROI calculator or the vendor comparison, or read CarmaOne vs Credgenics.
Collection Software for Banks, NBFCs, Fintechs, MFIs & B2B
Every lender collects differently. Here is what matters for each segment.
Debt collection software for banks
Banks typically run large in-house and agency collection operations across retail, MSME and secured books. The priority is consistent strategy across thousands of agents, strict compliance with the Fair Practices Code and recovery agent guidelines, and clean data flow from the core banking system. CARMA Recover adds an AI calling layer for early buckets and an accountable execution partner for the hard bucket and for NPA accounts where SARFAESI or DRT action is on the table.
NBFC collection software
NBFCs often carry geographically spread, smaller-ticket books where contactability and vernacular engagement decide outcomes. Bucket-wise playbooks, AI calling in 15+ Indian languages and pan-India field teams across 22+ states and 14,000+ pin codes let an NBFC scale collections without scaling headcount. Read our NBFC buyer's guide for a deeper comparison.
Collection software for fintech & digital lenders
Digital lenders work with high volumes, short tenures and borrowers who expect to resolve dues on their phone. The stack needs fast segmentation, WhatsApp-first outreach with payment links, and controls that keep recovery activity within the Digital Lending Directions — including disclosure of recovery agents and lending service providers.
Microfinance (MFI) collections
Microfinance collections depend on regular, respectful borrower contact, often in local languages and through field staff. Software should support group and individual repayment tracking, vernacular outreach and GPS-verified field visits, while enforcing the conduct standards RBI expects of microfinance lenders and their agents.
B2B receivables & trade credit
For MSMEs, SMEs, startups and corporates, overdue invoices from distributors, dealers and buyers are a working-capital problem. CARMA Recover was built for this — structured follow-ups, field execution, dispute and settlement workflows, and legal escalation such as Section 138 for dishonoured cheques — across manufacturing, FMCG, construction and services sectors.
RBI-Compliant Debt Collection
Collections in India are regulated conduct. Banks, NBFCs and their recovery agents and service providers must follow RBI's rules, and the lender remains responsible for what its agents do. Your debt collection software should make compliance the default rather than an afterthought.
- Fair Practices Code: lenders must not resort to undue harassment, must respect borrower privacy and must communicate dues and charges transparently.
- Recovery agent guidelines: agents must be trained and verified, identify themselves and the lender, and never use intimidation, abusive language or contact with unrelated third parties.
- Calling hours: RBI restricts recovery calls to borrowers before 8:00 a.m. and after 7:00 p.m. A compliant platform blocks calls and messages outside the permitted window automatically.
- Digital Lending Directions: regulated entities must disclose the recovery agents and lending service providers acting for them and inform borrowers when a recovery agent is assigned.
- Records & grievance: call recordings, message logs and visit records give you the evidence to resolve complaints and pass audits.
Always check the latest text on the RBI Master Directions page(opens in a new tab). For a practical walkthrough, read our guide to RBI-compliant AI collections. CarmaOne is SOC 2 Type II and ISO 27001 compliant.
How to Evaluate Debt Collection Software
Use this checklist in vendor demos. Ask for answers on your own data, not a generic sandbox.
| Criterion | Question to ask the vendor |
|---|---|
| Bucket-wise strategy | Can I configure different playbooks for 0–90, 90–180, 180–360 and 360+ DPD accounts without code changes? |
| Languages & channels | Which Indian languages does the AI calling support, and are WhatsApp, SMS and email orchestrated from the same strategy? |
| Field execution | Is there a field app with GPS-stamped visits — and does the vendor also supply field teams, or only software? |
| Legal escalation | Does the platform support S.138, SARFAESI, DRT and arbitration workflows, and who actually files and tracks the cases? |
| RBI compliance controls | Are calling hours, contact frequency, consent and recording enforced by the system, with an exportable audit trail? |
| Integrations | How does the platform connect to my LOS, LMS, core banking system and CRM — API, SFTP or file upload — and how often does data sync? |
| Reporting | Can I see collection efficiency, roll rates and PTP kept rate by bucket and agency in real time? |
| Security | What certifications does the vendor hold? (CarmaOne: SOC 2 Type II and ISO 27001.) |
| Pricing model | Is it a licence, per-seat, per-account or success-fee model — and who carries the risk if recoveries don't happen? |
Decide which KPIs you will judge the vendor on before you sign — see collections KPIs for NBFCs.
Integrations: LOS, LMS, Core Banking & CRM
Collections strategy is only as good as the data behind it. CARMA Recover integrates with your loan origination system (LOS), loan management system (LMS) or core banking system (CBS) to pull current outstanding, DPD, repayment history and contact details. Payments collected through links, UPI or field receipts reconcile back automatically, so the next action is always based on the latest balance.
For B2B receivables, CARMA Recover connects to your ERP, accounting system or CRM, where invoices, credit terms and customer contacts live. Integration approach — API, scheduled file exchange or upload — and sync frequency are scoped during onboarding to fit your systems. Lenders already on CarmaOne's credit operations layer can explore CARMA Core (LOS, LMS & supply chain finance).
Implementation Timeline
How a CARMA Recover rollout typically runs. The pace depends on your data readiness and integration route, which we agree up front.
1. Portfolio assessment
We review your book — bucket aging, borrower profile, ticket sizes and complexity — and agree on scope, channels and a success-fee plan matched to what is realistically recoverable.
2. Data & integration setup
Account and payment data are connected from your LOS, LMS, core banking system or CRM, and field mappings, dispositions and reconciliation rules are agreed.
3. Strategy & compliance configuration
Bucket-wise playbooks, language preferences, dunning sequences, calling windows and escalation rules are configured and signed off by your collections and compliance teams.
4. Go-live on digital channels
AI calling and WhatsApp, SMS and email outreach start on the agreed segments, with real-time dashboards available from day one.
5. Field and legal escalation
Accounts that need a human touch move to on-ground field teams; approved cases escalate to legal. Strategy is reviewed against KPIs and tuned continuously.
Debt Collection Software FAQs
Debt collection software is a platform that lenders and businesses use to manage overdue accounts end to end — segmenting accounts by DPD bucket, running automated outreach over AI calling, WhatsApp, SMS and email, tracking promises to pay, coordinating field visits, escalating to legal and reporting on recovery KPIs, while keeping an audit trail for regulatory compliance.
It depends on your portfolio. Banks with large in-house teams often need software only; NBFCs, fintechs and B2B businesses with hard-bucket or geographically spread accounts usually need software plus execution. Evaluate bucket-wise strategy, Indian language coverage, field and legal capability, RBI compliance controls, integrations and pricing model. Our buyer's guides compare the leading options in detail.
Pure-tech platforms give you software but no field presence or litigation capability; local agencies bring people but no technology. CARMA Recover combines an AI calling engine across 15+ Indian languages, multi-channel orchestration, pan-India field teams across 22+ states and 14,000+ pin codes, and an in-house legal function — under one accountable, outcome-based model.
You are charged a percentage of every rupee recovered, priced to the aging and complexity of the bucket. There are no monthly minimums and no floor charges. If we don't collect, you don't pay.
AI calling can be run compliantly when the platform enforces the same rules that apply to human agents: contact only within permitted hours (RBI restricts recovery calls before 8:00 a.m. and after 7:00 p.m.), no harassment or intimidation, respect for privacy, accurate disclosure of identity and dues, and recorded, auditable interactions. Lenders remain responsible for their recovery agents and service providers.
Good platforms run separate playbooks for each bucket rather than treating aged accounts as lost. 76% of CARMA Recover's collections come from 90+ DPD accounts, using bucket-wise playbooks that escalate from digital outreach to field visits and, for approved cases, legal action under S.138, SARFAESI, DRT or arbitration.
A collection platform is only as good as its data. Account, repayment and contact data need to flow in from your loan origination system, loan management system, core banking system or CRM, and payments need to reconcile back. Integration approach and data sync frequency are scoped during onboarding based on your systems.
Banks, NBFCs, fintech lenders, microfinance institutions and B2B enterprises — including MSMEs, SMEs, startups and mid-to-large corporates with trade receivables or supply chain finance portfolios. CARMA Recover manages ₹2,000 Cr+ in AUM across 50+ anchor clients.
See CARMA Recover on Your Own Portfolio
A 30-minute walkthrough on your book — bucket by bucket — with success-fee pricing modeled live. Join 50+ anchor clients using CARMA Recover. If we don't collect, you don't pay.
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