NBFC AI consulting

AI consulting for Indian NBFCs

Cut KYC time, automate collections, catch fraud earlier. Production AI deployments aligned with RBI guidelines and the DPDP Act.

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KYC in minutes, not hours

Document OCR + LLM verification cuts KYC processing from 3.5 hours to under 15 minutes.

Fraud caught earlier

ML models flag anomalies in application patterns and transaction flows before approval.

Collections at scale

Voice AI agents make multilingual collection calls with empathy and DPDP-aligned consent.

Where Indian NBFCs are deploying AI today

NBFCs sit on three operational chokepoints: KYC processing, collections at scale, and fraud detection. Each is labour-intensive, regional-language-heavy, and increasingly under regulatory scrutiny.

AI doesn’t replace your risk team — it gives them a 10× force multiplier on the parts of the workflow that are mechanical and language-bound.

KYC document OCR + LLM verification
Income / bank statement extraction and analysis
Multilingual voice AI for collections (Hindi, English, regional)
Fraud pattern detection on application and transaction data
Internal copilot for risk team document review

Compliance posture

Every deployment is designed with PII minimisation, consent capture, audit logging, and explainability built in. We’ve worked with lending NBFCs in Pune and Mumbai through their RBI inspections — the AI layer is treated as a system component with full traceability.

What the deployment timeline looks like

Pilot KYC automation in 6 weeks. Full production rollout in 12 weeks. Collections voice AI runs in parallel — typically deployed alongside or after the KYC pilot.

Related case studies

~95% time reduction

Pune fintech cut KYC from 3.5 hours to 11 minutes

Frequently asked questions

Can you work with our existing LOS / loan origination system?: Yes. Common LOS platforms (Lentra, FinBox, custom) integrate via REST API. We work as a layer on your stack, not a replacement.
How do you handle regulatory audits?: Every model decision is logged with input data and a model version. Risk and audit teams get a clear trace of why a decision was made — not just the decision.
What's the typical pilot cost?: Pilots scope between ₹4-10 lakh depending on integration complexity. We can fix-price after a 1-2 week discovery.
Do you support voice AI in regional languages for collections?: Yes. Hindi, English, Tamil, Telugu, Kannada, Marathi, Bengali, Gujarati — production-grade. Code-mixed natively.