Cascade's AI forecasts construction bid winners before RFPs are issued

Cascade aggregates procurement data from hundreds of fragmented U.S. government portals to identify multimillion-dollar construction projects months before any RFP is issued. Its AI then uses historical tender data to predict which developers will likely win specific deals. Customers report actual bid outcomes, creating a feedback loop that refines the model over time. The startup raised a $3.5M seed led by a16z Speedrun.