2026 EDITION
Find where AI pays off in your operation.
We keep a catalog of 460 AI use cases drawn from real work in manufacturing, distribution, regulated finance and the public sector. Each one names the department it sits in, the systems it touches, and the value it moves. Tell us where to send it.
Or have us find where AI pays off with youWHAT IS INSIDE
Sorted by the department that owns the work.
Not a list of AI features. A list of jobs somebody in your business does today, and what changes when it moves onto AI.
- Quality
- 60
- Engineering
- 38
- Procurement
- 35
- Finance and AP
- 32
- Sales
- 31
- Operations
- 29
- Executive
- 29
- Legal and compliance
- 26
- Supply chain
- 25
- HR and safety
- 22
- IT and data
- 20
- Field service
- 16
Twenty-five departments in total, from aftermarket to warranty. The catalog is the starting point for a blueprint: we work through it with you, mark what applies, and rank what pays off first.