Every opportunity is classified against the full Statement of Work, not just the title. A 347-opportunity regression fixture locks classification quality. Per-opportunity explainability shows you why.
We extract and read 1,500 chars of the top attachment per opportunity, then classify against a versioned ruleset. No title-only shortcuts. Each opportunity carries a classification tier — AI Confirmed, AI Adjacent, AI Classified, or Reviewer Flagged.
347 opportunities in our test fixture. Every classifier change runs against them; quality drift fails the build. We measure corpus-wide precision, not sampled estimates.
See which vendors hold incumbent contracts at each agency via USAspending award linkage — recompete timing, contract values, vendor footprints. Plus Sources Sought, RFIs, and agency forecasts 6-12 months before the RFP drops.
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