Industrial AI Readiness and Adoption
Move AI out of pilot purgatory and into the hands of the frontline, with a plan the people doing the work can trust.
Leadership bought AI tools nobody uses, or the plant is being pitched AI with no plan for the people who have to trust it.
- Duration
- 3–4 weeks
- Format
- On site and remote
- Base scope
- One site, two to three use cases
- 1
Readiness assessment: digital maturity, data quality, frontline skills and attitudes, leadership alignment.
- 2
Two to three use cases: tied to real pain, such as troubleshooting search or backlog triage, with a human approval step.
- 3
Pilot design and adoption plan: that respects the hourly and union workforce reality.
- 4
Role-based training outline: for planners, supervisors and technicians.
- 5
Leadership briefing: on what AI can and cannot do in maintenance, with a go/no-go memo.
- Access to operations and maintenance leaders
- A frontline team sample and technology inventory
- Readiness report and pilot plan with metrics
- Training curriculum outline
Follow-on support: pilot coaching, leadership briefings and data governance setup. Fixed fee, confirmed in writing after a short scoping call.