RO drafting
Drafts repair orders from customer concern with prior-history awareness.
Agent · Automotive & MobilityDeploy in 5 weeks
Service Advisor Copilot
Repair-order drafting, diagnostic triage, parts and labour lookup.
Forward-deployed copilot for service advisors - repair-order drafting, diagnostic triage, and parts/labour lookup grounded in your DMS.
DMS-integratedOEM-skinnedMultilingual
−38%Service-advisor handle time+9%Customer-pay revenue uplift
In production
Service-advisor handle time−38%
Customer-pay revenue uplift+9%
Integrations
CDKReynolds & ReynoldsDealertrackMitchell1ALLDATA
Median deploy: 5 weeks
Capabilities
Everything Service Advisor Copilot ships with - production-grade, day one.
Diagnostic triage
Suggests diagnostic paths with citation lineage to OEM service info.
Parts & labour
VIN-to-parts lookup with supersession and labour-time guides.
Deploy
From kickoff to production in 5 weeks.
Every solution comes with a calibrated eval suite, runbooks, and integration guides - so your team can take ownership from day one. Self-hosted, hybrid, or fully managed.
- 1Kickoff & calibration
Align on data, integrations, and policy. Calibrate the eval golden set.
- 2Connect & configure
Wire integrations, configure tools, and stand up the runtime in your cloud.
- 3Shadow & ship
Shadow on live traffic, ramp on evals, and ship to production with rollback.
FAQs
Answers your buyers, security teams, and engineers ask.
Does it work across OEMs?
Yes - we integrate with OEM service info portals and major aftermarket databases. Each OEM gets its own calibrated profile.
Free working session with a forward-deployed engineer
Show us the problem. We'll send back a written plan to fix it.
In 60 minutes with a senior engineer, you walk away with the gaps mapped, the agent worth building first, a risk read on what your team has already shipped, and a reference architecture - at zero cost, no obligation.
- Workflow map
Where the work breaks down today and which gap an agent should close first - calibrated to your business.
- Velocity diagnostic
Where engineering and ops hours actually go - and where forward-deployed delivery takes you next.
- Risk & rescue read
An honest view of what your team has already vibe-coded and what it needs to survive production.
- Architecture sketch
Reference architecture for your runtime, evals, RAG, and integrations - vendor-agnostic.
60-minute working sessionSenior forward-deployed engineerTwo follow-ups + written summaryFree of charge for qualified businesses
Most teams walk away with a fixed-scope plan in a single session.
Book your free assessment
Reserve a 60-minute working session with a senior AI engineer and practice lead.