govcon-recompete

Predict federal contract recompetes: expiring contracts, likely competitors, win odds.

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    Predict federal contract recompetes: expiring contracts, likely competitors, win odds.

    Server tool list (3)

    Raw names from tools/list. Only developers need these.

    predict_recompetePredict WHO will win an expiring federal contract recompete. Pass a contract identifier (USAspending generated_internal_id / award gid) OR a NAICS+incumbent pair. Returns the incumbent with an adjusted incumbent-advantage probability plus top likely competitors ranked by recent award velocity in the NAICS/agency lane, the BASE RATES used, sample size, and an honest confidence band. Probabilistic estimate from PUBLIC USAspending data — not insider info.
    expiring_recompetesList federal contracts EXPIRING in a horizon window (period-of-performance end), with a winner prediction for each. Filter by NAICS and agency. This is the recompete pipeline feed.
    lane_competitorsReturn the firms with the most recent award velocity in a NAICS (and optional agency) lane — i.e. the likely bidders on any recompete in that lane, ranked by recent wins and dollars.