Government procurement analysis, SLED sales strategies, and public sector market intelligence — sourced from 100,000+ agencies and 1.5M+ documents analyzed monthly.
Surface buying signals from board meetings, budget approvals, and planning documents months before solicitations go public.
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OpenStreetMap records 16,937 license plate reader locations in Texas. Five Texas agencies paid $8,000 to $384,000 for Flock, and five more moved to end it.
Where to find the Flock camera map, who built it, and what 48 US agencies actually paid for their license plate readers. Median contract $36,000.
Eight agencies paid between $7,000 and $62,500 for Clearview AI. Real contract values, what NIST measured, and where state law stands as of September 2026.
Across 52 municipal permitting software contracts recorded in 2025 and 2026, cities paid a median of $99,847. What it costs, and what the city audits found.
Across 53 municipal technology contracts recorded in 2026, US cities spent a median of $177,313. What they bought, from whom, for how much, and what they.
What districts actually pay for an electric school bus, what vehicle-to-grid pays back, where the investment went, and why New York moved its mandate to 2032.
The same Type C school bus costs $132,675 on one state contract and $180,751 on another. What district purchase records show about price, contract routes and.
The most deployed AI in classrooms is the detector, and almost no district procured it. What the purchase records, the reviewed evidence and the courts show.
The research finds evasion and displacement rather than proven reductions. District buying data adds a second signal. An honest look at the evidence.
District spend records show AI adoption going from 5 districts to 281 in three years. The median purchase order was $4,399, which is why the rules never caught.
The median district signed a $14,204 vape detector contract. Analysis of 1,225 K-12 contracts awarded from 2019 to 2026, with per-unit prices and funding.
Which states allow red light and speed cameras, what a camera ticket means, California AB 645, and what 893 contracts show about who runs these programs.
B2G and SLED sales intelligence. Surface government procurement signals from 100,000+ state, local, and education agencies months before the RFP.
