Business Context Needed To Train LLMs
How Structured
Process Intelligence Transforms Generic AI into Enterprise-Specific Value
Large language models require
specific organizational context to deliver meaningful value
within an enterprise. Without structured data, AI produces generic results that
ignore a company’s unique processes, culture, and governance.
To solve this "grounding
problem," the author identifies six essential categories of
knowledge, including institutional memory and operational workflows, that
must be integrated into the AI. The text introduces IPE Packs as
a specialized framework designed to organize this complex information into a
format the models can effectively use. By adopting this structured
process intelligence, organizations can transform a generic standard AI
into a customized tool that accurately reflects their specific business environment
and strategic goals
For the complete article: https://drive.google.com/file/d/1rNTI5dOBubu4uJ8VnTfPYxDajQRchMu5/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/channel/UCOa9WQuRzLfIFqVgCKpzdgw
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