Evidence over verdicts
A decision you can't defend isn't worth much. Every finding carries the evidence that produced it, kept for the record.
Company
We think a document QC tool should show its work.
Docutise is built on a simple conviction: before anyone treats a loan document as acceptable, every page should be examined — and the system should be able to say exactly why it decided what it decided.
Lending teams live with a hard asymmetry. A missed defect can unwind a funded loan, trigger a repurchase, or surface months later in an audit with no one able to explain it. Yet the tools meant to catch those defects too often hand back a silent pass with nothing behind it.
We started Docutise to close that gap with an evidence-first approach: render every page, examine it across independent lanes, and attach a page, a region, a producer version and a confidence to every finding. When the system isn't sure, it says so and routes the file to a person — because a false pass is far more expensive than a second look.
What we believe
The principles the product is built on.
Local by default
Borrower NPI shouldn't take a trip to someone else's servers to be reviewed. Processing stays on your hardware.
Fail closed, not silent
Uncertainty is information. Missing or ambiguous evidence becomes manual review — never a quiet acceptance.
People make the call
The system surfaces evidence; a human decides. Admin final review is a feature, not a bottleneck to remove.
One honest contract
What the API documents is exactly what you get — one stable shape, no surprise variations. Build against it once and trust it.
Honest about maturity
We'd rather tell you what isn't certified yet than oversell a stamp you can't rely on.
Product status
Where Docutise stands today.
In the spirit of the last principle, here's the straight version.
Docutise is a working local-first prototype in early access. It can take a user-supplied lending document, render each page, run deterministic checks, queue local workers, surface evidence-backed exceptions, support the reviewer workflow, require admin final review, and export a durable audit package — through both the web console and the API. It is not yet a production lending-decision system.
Working today
Upload, audit runs, findings, scorecards, OCR, barcode and PDF inspection, model registry, final review, audit log, exports, signed downloads, SQL persistence, tenant scoping and the review console.
On the path to production
RF-DETR detector certification, Moondream runtime approval, real signed-PDF fixture certification, broader regression coverage, and production identity, backup, monitoring and incident runbooks.
Until those gates are complete, the correct behavior is conservative: gated model lanes don't get to support a pass, findings stay visible, unresolved blockers prevent an automatic pass, and admins make the final call. That's by design.
Licensing
Commercial, proprietary, usage-based.
Docutise is proprietary software — not open source. Use, deployment, hosted access and integration are governed by a Docutise license agreement, with a usage-based commercial model priced per audited document. Third-party libraries and local model runtimes carry their own licenses, tracked separately.
Help us shape production-grade QC.
Early-access partners get a local pilot and a direct line into what we build next.