Competitive intelligence processing 150+ daily signals. Same discipline works for bids. Because 82% of AI initiatives never reach production, and in construction that means bids lost and budgets blown.
Every AI deployment passes through 12 cryptographically-signed gates. No bypass. No exceptions. No "urgent" bid analyses without verification. This is what makes AI board-defensible on the job site.
Competitor pricing, scope, and material data verified before AI scores it. Corrupt feeds, stale bid files, and missing line items caught at the boundary.
Full test suite must pass against real bid packages. No exceptions for urgency. If the test fails, the bid analysis fails.
Hash-verified artifact comparison. If the recommendation changed, you know exactly why — down to the drawing revision and addendum.
Risk-tiered: confidence above 85% auto-executes. 70-85% requires validation. Below 70% escalates. Final bid decisions always escalate to a human.
HMAC-signed audit trail. "Done" is cryptographically verifiable, not a chat message.
Prevailing wage, lien, safety, bonding, and regulatory checks. Gates 6-12 in the full checklist.
Plus a free 30-minute AI readiness assessment. Walk away with a 90-day plan.
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