Natural language job search
Ask "show me all brake jobs last quarter over $400" and get a filtered list — no query builder required.
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How it works
Every AI suggestion passes through an advisor before anything changes. No silent edits, no auto-approve, no invented data.
The assistant analyses repair history, DVI findings, and vehicle service intervals to surface a suggested next action or repair recommendation.
The suggestion lands in the advisor's queue — not the customer's inbox. No action is taken without a human reviewing and approving the recommendation first.
If the suggestion is sound, the advisor adds the line to the estimate or sends the follow-up with one click. The AI never modifies an RO autonomously.
Accepted or dismissed outcomes feed back into the model. Over time the suggestions improve and the shop builds a record of AI-assisted decisions.
Product · On the roadmap
Ask questions about your jobs, customers, and revenue in plain English. On the roadmap for S3.
These are design intentions, not shipping features. Dates are not confirmed.
Ask "show me all brake jobs last quarter over $400" and get a filtered list — no query builder required.
Based on vehicle history and DVI findings, surface commonly paired repairs the advisor can add to the estimate with one tap.
Flag repair orders with elevated comeback risk based on technician, job type, and time-since-last-service patterns.
Identify customers overdue for service who have historically been regulars. Surface in the deferred work queue for proactive outreach.
We're showing you where we're going — not where we are. No capability listed above is in the running product. There is no live model key, no voice receptionist, and no automatic action taken without advisor confirmation. When this ships, status labels across the site will update from Planned to Live.
Analytics & KPIs
Live owner dashboard with ARO, efficiency, and deferred revenue.
→Retention Scoring
Automatic Active / At-Risk / Lapsed scoring on every customer.
→Deferred Work
Capture declined repairs and surface them at the next visit.
→Customer Portal
Customer-facing portal for approvals, history, and DVI results.
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