AI, Designed and Landed
Not a strategy deck. A rollout. Nobody in this industry has a person whose job is to take AI from decision to adopted across a group — so it stalls at the pilot, or it lands and nobody uses it.
I have done this shape of work before: five brands, over 40 sites, systems that didn't exist until go-live, solo. Process maps, training, the SharePoint, the person on the phone at 4pm when a site can't make it work — and the regression afterwards, which is where the real design happens.
Design is the easy half. Landing it is the job.
Dealer groups · OEMs · Suppliers · Multi-site networks
- Design — 4Ds diagnostic, use cases ranked by return, governance and risk framework
- Build — working tools, not slideware. Proven at pilot before the network sees them
- Land — process maps, training materials, site-by-site rollout, readiness that means something
- Hold — adoption tracked, the post-live regression owned, and the fix delivered
- Eleven AI certifications. Production systems built, not described
3–12 months