AI automation

AI drafts that stay under shop control.

Generate suggestions for estimates, summaries, and customer messages, then review before anything is applied.

Demo fallback active. AI suggestions are reviewed workflow examples until an approved provider adapter is configured.
Needs review2
Accepted1
Rejected0
Applied0

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Guardrails

Human review requiredNo auto-send
Provider adapter laterManual demo now
Audit every decisionBinderOS audit

Review queue

Add diagnostic labor lineestimate line | estimateOriginal: Customer reports low boost under load.Draft: Add 1.0 hour diagnostic confirmation before replacing turbo actuator.needs review
Waiting-parts customer updatecustomer message | work orderOriginal: Brake chamber transfer from North Parts Room.Draft: Your trailer repair is paused while the brake chamber is transferred from our parts room. We expect to resume tomorrow morning.needs review
Repair history summaryrepair summary | repair historyDraft: Repaired marker light circuit, replaced two pigtails, and verified lighting operation.accepted