Trace material outputs
Show the record, version, assumption, and transformation supporting a material summary or recommendation.
Construction & physical-industry AI · Built through Good Combinator
Construction AI requires human authority.
AI outputs do not replace licensed professionals, safety personnel, contract review, environmental judgment, or regulatory decisions.
Operating boundary
AI supports accountable people; it does not inherit their authority.
FL1Ai workflows do not replace licensed professionals, safety personnel, contract review, environmental compliance judgment, permit interpretation, or regulatory decisions.
Name the human approver
Define who may review, approve, override, distribute, and rely on the output before the pilot begins.
Prohibit unsafe use
Document situations where the workflow must stop, escalate, or defer to qualified judgment.
Keep a decision trail
Record inputs, model or rule version, reviewer actions, exceptions, corrections, and final disposition in an audit trail.
Pilot requirements
Consequential outputs need explicit human approval.
Safety, schedule, claims, environmental, inspection, and contract-related workflows require access controls, data rights, security review, source traceability, uncertainty disclosure, escalation, monitoring, and rollback.