Why manufacturing execution breaks down.
The AI playbook for small to mid-market manufacturing. What 235 ops leaders told us about the gap between the plan and the floor, and what one chronically broken workflow actually costs.
Ten chapters on the web, or twelve pages as a PDF. Yours either way.
235
senior ops leaders surveyed
233
workflow narratives collected
177
cost quantified cases
What is in it
- The two stacks every plant runs at once, and what sits in the gap between them
- A plan against reality diagram of one ordinary week on the floor
- What ops leaders said one chronically broken workflow costs them a year
- Where agents actually close the gap, and where they do not
Who it is for
- Plant managers and ops leaders in the $25M to $500M revenue band
- Anyone who bought the system and still watches the gap stay open
- Teams weighing whether AI on the floor is real yet
Read it on the web.
Start at the beginning- 01 The Tension Systems exist. Execution still breaks down.
- 02 The Gap A plan against reality diagram.
- 03 The Cascade How an exception becomes a missed promise.
- 04 The Map Where day to day friction concentrates.
- 05 The Diagnosis Why existing systems cannot close it.
- 06 The Block What is stopping small mid-market from acting.
- 07 The ROI Map Where to pilot first.
- 08 The Loop What closing the gap looks like.
- 09 The Method How we engage and what good looks like.
- 10 Endnotes About and research methodology.
Prefer it as a file? Download the PDF.