Wednesday, September 2, 2026

AI Needs to Know if 80% of the Work Follows Patterns

 


Introduces Integrated Process Excellence (IPE), a framework designed to structure the predictable patterns that comprise roughly 80% of enterprise work. While many organizations rely on narrative SOPs or unstructured data, the author argues that AI deployment requires a causal process architecture to succeed. By using a six-step framework, businesses can define clear inputs, outputs, and control limits before implementing technological tools.

This approach shifts the focus from merely documenting motion via swimlane diagrams to establishing governed process definitions that an AI can reliably execute.

Ultimately, the source advocates for a "process first" strategy, supported by specific IPE Packs, to bridge the gap between tribal knowledge and AI-ready process intelligence.

For the article: https://drive.google.com/file/d/1sdQZCAvMK71Fu-gR8IjDbc7BBAHZif6_/view

For the video: https://youtu.be/oly_AWN9OU0

 

John Cachat

johncachat@ipe.services

www.ipe.services

 

 

Reference Material

Books on Amazon

https://www.amazon.com/stores/John-Cachat/author/B0G4NB66MD

LinkedIn Articles        

https://www.linkedin.com/in/johncachat/recent-activity/articles/

YouTube Videos

https://www.youtube.com/@ipeservices/videos

 


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