Small Finance Bank
Utkarsh Small Finance Bank needed RBI-mandated Aadhaar masking across its full document repository, processed entirely on-premise with zero external connectivity. HabileLabs built an AI-powered classification and masking pipeline that met the compliance window without disrupting live banking operations.
outcome · small finance bankPublished
Utkarsh Small Finance Bank
Masking accuracyMeasured
Documents processedMeasured
External data transmissionMeasured
BeforeAfter
One platform · one audit trail
99%
Masking accuracy
2.8L
Documents processed
Zero
External data transmission
The Challenge
- RBI-mandated Aadhaar masking had to be applied across the bank's full document repository, not a sample of it.
- Processing had to run entirely on-premise, with zero external connectivity for customer documents.
- The work had to land inside a compliance window while live banking operations continued.
The Solution
- HabileLabs built an AI-powered classification and masking pipeline, deployed inside the bank's own environment.
- Documents were classified before masking, so the pipeline could tell an Aadhaar apart from the rest of the repository.
- No customer document left the bank's network at any point in the process.
The Results
- 99% masking accuracy across 2.8 lakh documents.
- Zero external data transmission, on-premise end to end.
- The compliance window was met without disrupting live banking operations.
Ready for Similar Results?
Talk to our team about what this could look like for your institution.