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StageBridge
Verify the construction stage behind every loan tranche
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.
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About StageBridge on Product Hunt
“Verify the construction stage behind every loan tranche”
StageBridge was submitted on Product Hunt and earned 0 upvotes and 1 comments, placing #58 on the daily leaderboard. Review site photographs, resolve missing evidence and prepare Stage Verification Reports. Explore StageBridge for housing lenders and builder teams.
StageBridge was featured in Fintech (47.5k followers), SaaS (44.4k followers) and Artificial Intelligence (479.2k followers) on Product Hunt. Together, these topics include over 200.1k products, making this a competitive space to launch in.
Who hunted StageBridge?
StageBridge was hunted by Lakshay Aggarwal. A “hunter” on Product Hunt is the community member who submits a product to the platform — uploading the images, the link, and tagging the makers behind it. Hunters typically write the first comment explaining why a product is worth attention, and their followers are notified the moment they post. Around 79% of featured launches on Product Hunt are self-hunted by their makers, but a well-known hunter still acts as a signal of quality to the rest of the community. See the full all-time top hunters leaderboard to discover who is shaping the Product Hunt ecosystem.
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Lakshay Aggarwal