82% of AI initiatives never reach production. Not from bad technology. From no operating model. In construction, that's not a statistic. It's a liability — missed bids, blown schedules, sunk budgets.
82%Never Ship
$16.29BWasted/Yr
2%At Scale
// FRAGMENT 002 — THE GATES
12 checkpoints. Zero blind spots.
01 Bid Data Validation — competitor pricing, scope, and material data verified at the boundary
02 Bid Integration Tests — full suite must pass against real bid packages, no urgency exceptions
03 Change Verification — hash-verified artifact comparison down to the drawing revision
04 Human Approval — risk-tiered, final bid decisions always escalate
05 ProofPacket — HMAC-signed audit trail, not a chat message