Airworthiness Traceability Demo

Citation-grounded requirements traceability across three U.S. military service jurisdictions.

STAGE 1Corpus16 docsSTAGE 2.1Ingest8,902 segmentsSTAGE 2.2LLM ExtractGranite tool callSTAGE 2.3Validate4 gatesSTAGES 3 + 5Catalog → Alignment + Retrieval2,412 conceptspublic-source PDFsdeterministic parserstemperature = 0cite + paraphrase + dedupcross-jurisdiction findings
Citation-grounded harvest → validation → retrieval pipeline.
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This tool demonstrates a methodology for AI-assisted airworthiness requirements traceability. Every claim is grounded in a cited source paragraph from publicly available military standards and regulations. The pipeline harvests, aligns, and validates traceability links across Department of Defense, Air Force, Army, and Navy airworthiness documents.

Live citation extraction

Each query runs the full pipeline end-to-end against indexed source paragraphs. Every result card traces to a specific section and paragraph in a real document.

Three-service variation analysis

The corpus spans Air Force, Army, and Navy airworthiness regulations plus tri-service and DoD umbrella standards, enabling cross-jurisdiction traceability.

Reproducible artifact

Deterministic ingest fixtures, SHA-256 content hashes, and version-stamped metadata ensure every result can be independently verified against the source corpus.

Read the methodology