Housing finance · Construction-linked disbursement
Every construction tranche, verified before it releases.
StageBridge turns the scheduled site visit into same-day evidence. Borrowers capture guided, location-stamped photos; forensic checks and an AI stage read run the moment they arrive; your credit team approves — on a full audit trail.
Verification file
AI recommendation · reasoning on record
Stage read: Superstructure. Column formwork and slab progression consistent with the declared milestone. Confidence and written reasoning recorded to the file.
How it works
From borrower photo to tranche decision — in a day, not a week.
The whole flow runs on the borrower’s own phone and your existing credit team. No new hardware, no visit to schedule, no change to who signs off.
Guided capture
The borrower takes six guided, location-stamped photos of the site on their own phone — no app install, no site visit scheduled.
Forensic checks
Location, capture origin, image integrity, portfolio duplication and RERA reference are checked the moment the photos land.
AI stage read
A vision model reads the construction stage and writes down its reasoning and confidence — a recommendation, not a decision.
Human decision
Your credit officer reviews the evidence and approves or holds the tranche. Software never releases money on its own.
Forensic checks
Five checks a site visit can’t do.
Each check is a detection signal, surfaced for a person to weigh — not an automated verdict. Together they catch the evidence problems a single inspector never sees.
| Check | Signal | What it catches |
|---|---|---|
| Location | GPS vs sanctioned plot | The capture location is compared against the sanctioned property pin. A material mismatch is flagged for review before any tranche moves. |
| Capture origin | One-time capture token | Photos taken inside the guided flow carry a one-time origin token. Gallery uploads and re-shares do not — so recycled images stand out. |
| Image integrity | EXIF cross-check | Embedded capture metadata is checked for internal consistency with the reported time and place, surfacing edited or transplanted files. |
| Duplication | Portfolio-wide match | Each photo is matched against the lender’s wider portfolio, catching the same slab or elevation reused across different loan files. |
| Project reference | RERA cross-check | Declared project details are cross-referenced against public RERA registration data to confirm the file describes a real, registered project. |
Decisioning
The AI recommends. Your officer decides.
StageBridge is built for a regulated lender, not a demo. The model’s job is to read evidence and explain itself. The decision — and the accountability — stays with your team, recorded on a trail an audit can follow.
Written reasoning
Every AI stage read records why it reached its call — in plain language, attached to the file.
Confidence, in the open
The model’s confidence is shown to the officer, never buried. Low-confidence files route to a human by design.
Nothing auto-releases
Software recommends. A named credit officer approves or holds every tranche. That gate is never automated away.
Append-only trail
Who saw what, when, and what they decided — recorded and appended, so an audit can reconstruct any file.
Pilot programme
Run it beside your current process — one branch, a few weeks.
A four-to-six week shadow pilot on 10–20 live loans. You change nothing in your existing workflow; we measure the two side by side, with success criteria agreed in writing before we start.
Request a pilot