Why Retrieval and Caching Strategies Still Depend on a Defined, Owned, Controlled Process Underneath with IPE Deployment Framework
Explores the critical relationship between AI knowledge delivery architectures and underlying process governance. While Retrieval-Augmented Generation (RAG) and Cache-Augmented Generation (CAG) offer different technical methods for providing information to models, neither system can inherently guarantee that the source data is accurate or authorized.
The author introduces Integrated Process Excellence (IPE) as a foundational framework designed to define, document, and control business processes before they are ever indexed or cached. By prioritizing process integrity over tool selection, organizations ensure that their AI outputs are grounded in reliable, owned, and current operational data.
Ultimately, the source argues that
achieving return on investment in AI requires a "process
first" approach to establish a trustworthy source of truth for any
technical delivery system.
For the
article:
https://drive.google.com/file/d/1HrUB9wtst-TFDQmxXE-5602-PmugYnxE/view
For the video:
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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