Build ingestion pipelines across heterogeneous sources (multi-sheet workbooks, PDFs, decks with chart data trapped in raster images) into structured, verified output
Keep computation, ranking/selection, reconciliation, and compliance checks deterministic; use a model only where judgment is genuinely required, with its output grounded and verified, not trusted
