The requirement is to Maintain and enhance the existing GenAI application that converts stakeholder PDF requirements into ReqIF for DOORS Next Generation (DNG) import.
In addition to it, Improve ingestion quality: preserve hierarchy (headings/bullets), split text into requirement items, and classify items (Information vs Requirement).
Increase automation and reviewer productivity via validation (AI vs raw PDF text) and streamlined human-in-the-loop correction.
Maintenance & operations: defect fixes, dependency updates, deployment/release support, monitoring/logging, and incident troubleshooting.
Pipeline upkeep: maintain hybrid extraction (layout AI + GenAI + PDF parser) and validation logic that flags missing/mismatched elements.
Feature development: improve handling of tables/images/math formulas; watermark/artefact handling; hierarchy consistency; customer requirement ID extraction.
Review workflow: enhance reviewer UI (flagging, side-by-side PDF snippet, quick edits), and maintain audit trail of changes/approvals.
Performance & reliability: Optimise throughput/Latency for large PDFs; add regression tests for new document patterns.
