Rolls-Royce · Aviation and manufacturing
Document Ingestion & Agentic Compliance Verification
Delivery context
Personally delivered by Raga AI founder Usman Bukhari through Usman Bukhari Ltd before establishing RAGA AI LTD.
- Sector
- Aviation and manufacturing
Every engine return brings thousands of documents — maintenance records, service bulletins, inspection reports — that must be checked against compliance references.
Business challenge
Manual review at that volume is slow and inconsistent, and any automated conclusion is worthless to an auditor unless it can be traced back to the exact source page.
What was delivered
- Mixed-format ingestion and layout-aware OCR across scans, stamps and handwritten annotations
- Agentic analysis judging whether evidence actually satisfies each compliance reference, per unit
- Provenance as a first-class output: every finding linked to source document and page location
- Human effort redirected to exceptions instead of thousands of pages that are fine
Technical implementation
Technology stack
- OCR at scale
- Agentic reasoning
- Provenance tracking
Related service: AI governance consultancy
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