Products · Applied AI

AI OCR Document Intelligence Engine

Turns dense legal bulletin PDFs into structured fields desks can confirm — then search and remind.

Stage
AI Infrastructure
Users
Via NepalIPMS desks
AI
Core
Status
Prototype → Production

What is it?

Intelligence after OCR.

Not a standalone OCR app. A staged pipeline: store pages, extract layout text, classify sections, map fields with confidence, require human review, then feed register search and deadline engines inside NepalIPMS.

Who is it for?

Operators who cannot trust silent merges.

IP practice staff who ingest Department of Industry bulletins. They need speed without abdicating judgment — every field can show provenance before it enters a matter.

Main workflows

Upload → verify → use.

UploadBulletin PDF into the firm portal
ExtractLayout OCR for Nepali / English blocks
Classify & mapIssue boundaries, application fields, confidence
ReviewHuman confirms before merge — UX of the product
Search & remindVerified data only

Screenshots & architecture

Seen in production context.

Hosting product surface
Host product
Workflow context
Workflow
Interactive pipeline
Interactive pipeline →
HITL
Human review before register merge
  • TechnologyR2 · layout OCR · Workers · D1 · confidence scores
  • UX principleConfidence and source page beside every guess
  • Current statusShipped in NepalIPMS intake — not a pitch demo

How it was built → · Parent product →