Private agents for regulated data
Open-weight models and retrieval inside your VPC or data centre, so KYC files, statements and case notes never leave your control.
We measure:Zero data egress, audited
High-trust AI for high-stakes money.
For fintech and BFSI, Eazyware builds AI that keeps regulated data inside your infrastructure: self-hosted agents and LLMs, fraud and credit-risk models, document intelligence for KYC and contracts, multilingual voice agents for collections, and modernization of legacy core systems, with DPDP, RBI and GDPR-aligned controls.
Which problems do we solve in FinTech & BFSI?
- Regulated data that cannot leave your infrastructure
- Fraud and risk models that need precision, not demos
- KYC and contract documents processed by hand
Where AI pays off in FinTech & BFSI
Three plays we have built for this industry, each with the number we instrument so the result is measured, not claimed.
Document intelligence for onboarding
Extraction and validation of KYC documents, bank statements and contracts with confidence scores and a human queue for exceptions.
We measure:Straight-through processing rate
Multilingual voice for collections
Outbound reminder and inbound query calls in Hindi, Kannada, Tamil and English with payment links sent mid-call.
We measure:Promise-to-pay rate per call
What we design for in FinTech & BFSI
The constraints that shape the architecture before a line of code is written.
- DPDP, RBI and GDPR patterns shape the architecture: residency, consent, retention and audit trail are requirements, not settings.
- Every model action is logged with inputs, outputs and the user, where auditors can reach it.
- Fraud and risk models are validated on hold-out periods, not just cross-validation, before they touch a decision.
- Autonomy is earned: agents propose first, act only for intents you approve.
Have more questions?
Questions we hear most from FinTech & BFSI teams.
Yes. We deploy open-weight models and private retrieval inside your VPC or on-prem, with no data egress.
We design to DPDP, RBI and GDPR patterns, log every model action, and document controls for your auditors.
Get in touch
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