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AI & Automation

AI Collateral Assessment

A fintech application for document intelligence and collateral assessment in loan workflows, supporting automated valuation and real-time financial simulations.

AI Collateral Assessment interface preview

Client

Loan assessment team

Industry

Fintech

Timeline

6-8 weeks

Role

System design, AI extraction, simulation workflow

Challenge

The problem behind the build

Collateral assessment required multiple manual checks across documents, rules, and loan simulations, making the process slow and difficult to standardize.

Solution

What we designed and shipped

We combined OCR, rule-based calculations, and a focused assessment dashboard so users can review extracted information and simulate financial scenarios in one place.

Product scope

Key features in the experience

Collateral document OCR
Assessment form workflow
Loan simulation module
Rule-based calculation logic
Review-ready dashboard

Screens

A closer look at the interface

Outcomes

What the project improved

More consistent assessment flow
Less switching between tools
Faster scenario comparison
Clearer data trail for review

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