Hiring
Create role descriptions, interview guides, candidate communication, and a repeatable process around each open position.

Where the work gets stuck
The first build should solve a problem people already recognize. These are four places manufacturers often feel it first.
Create role descriptions, interview guides, candidate communication, and a repeatable process around each open position.
Give new employees a clear path through training materials, procedures, facilitator notes, and the knowledge they need to do the job.
Get critical know-how out of scattered files and individual memory, then organize it so the people doing the work can use it.
Bring past quotes, standards, assumptions, and approval steps together so routine opportunities move faster and estimates stay consistent.
The Work System Build
The starting structure includes Session Zero and four two-hour working sessions. We sequence several candidate systems, complete a bounded quick win, and apply the same method to more complex work. The target is two to four functioning Work Systems, depending on the source material, testing requirements, and complexity of the work.
Choose a bounded quick win, then line up the next systems by value, complexity, and readiness.
Use each working session to complete a new system or advance a more complex one using real company work.
Your team leaves with multiple systems in use, shared build standards, and a clear path for what comes next.
Experience and proof from real work
Division reports produced in one batch run of roughly 15 minutes, replacing a month of manual deck building.
Saved each week by a frontline supervisor who later turned the same workflow into a working application.
Manufacturers served during eight years leading an organization for the automotive industry.

Manufacturing from the inside
I started on the floor at Ford, worked through tool and die into engineering, and later led global manufacturing operations at Ford and American Axle. I spent eight years running an organization that served more than 70 manufacturers. Since April 2025, I have been learning and building with AI every week, always around real work and the people responsible for it.
“Worth every minute. Practical AI exercises, prompts, examples, and insights that strengthen how we lead and learn in real time.”Verna, Learning Leader
Virtual engagements are available worldwide. On-site engagements are available across the United States, Canada, and Mexico.