Document intelligence
Statements, ITRs, GST, KYC, contracts. Anything a client hands you, structured and verified.
Deep Tech and AI Engineering
We help you build what actually makes you different.
Vendors sell what every lender has. Your edge - how you assess a borrower, price a risk, spot trouble early - is the part no product covers, and the part your team never gets time to build. We build it with you, or for you.
Your systems stop at the hard part.
Origination, servicing, the core ledger - covered. But reading a borrower's bank statement, spreading their financials, catching the fraud pattern, spotting the risk building in the book? That gap gets filled the hard way. And it never becomes a real system.
01
Ops teams keying by hand
Analysts re-typing numbers off PDFs and statements - slow, expensive, and wrong often enough to matter at decision time.
02
Scripts nobody owns
Python on someone's laptop, an Excel model three people understand. It works until the person who built it leaves.
03
Vendor SOWs in quarters
Quoted in months, delivered in quarters, and every change is a new invoice. The last mile stays permanently half-built.
What We Do
Three things, done properly
Analysis and decisions
Scorecards, spreads, risk models, portfolio monitoring. The work your team does by hand today.
The custom system
The workflow specific to your firm that no vendor sells.
Why Us
Why firms bring us in
We've shipped these before.
KYC OCR, bank statement analysis, ITR and GST readers, bureau intelligence - production APIs Indian lenders already run on. Not our first attempt.
Banking and engineering in one room.
Five people, fifty-plus years across trading, structuring, credit modelling and risk - plus the engineering to build it.
Weeks, not quarters.
Our own framework handles the groundwork, so work starts at your rules.
You own what we build.
Your system, your data, your infrastructure.
Why we're fast
Our own backend framework handles the groundwork so we start at your business rules.
Who We Work With
Who we work with
NBFCs
Intake, underwriting and monitoring, end to end.
Banks
Specific capabilities that sit alongside core systems.
Wealth managers
Portfolio analysis and client reporting without the manual assembly.
Tell us the problem you'd solve first.
No deck required. Describe what is costing you most right now, and we will tell you how we would build it.
Start the conversation