Hi Product Hunt! 👋 I’m Lakshay, the founder of StageBridge. Housing loans for construction are released in stages. Before releasing the next tranche, lenders need evidence of progress—and a clear record of how the decision was made. In four conversations with housing finance companies, the recurring concern was whether they could confidently stand behind that evidence. I’m building StageBridge to bring guided borrower photo capture, forensic checks, an AI-assisted construction-stage assessment with written reasoning, and a lender-format verification report into one review workflow with an audit trail. It supports human review; lending decisions remain the lender’s responsibility. We’re early. Testing so far has used internal retrospective files, and we don’t yet have a signed pilot or customer-validated results. My next milestone is a retrospective review of 15–20 closed loan files, comparing StageBridge’s output with a lender’s technical officer. If you work in housing finance, credit, risk or property verification, I’d love your perspective: **what evidence would you need before trusting a construction-stage report enough to support a tranche decision?** Thanks for taking a look—I’m here to answer questions and hear what needs improving.

StageBridge

Verify the construction stage behind every loan tranche

Verify the construction stage behind every loan tranche