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Stop expecting LLMs to intuit your customer's unique business logic

◆ 75RelevanceOn a story from The New Stack2d ago

Providing raw data access is no longer a moat; providing reliable, consistent interpretation is. You must decide whether to bake business logic into fragile prompts or invest in a semantic layer to prevent agents from hallucinating metrics.

Takeaways

  • Raw data access is solved; consistent business interpretation is the new bottleneck.
  • Semantic layers provide the 'source of truth' agents need for enterprise reliability.
  • Decouple logic from prompts to make your AI integrations easier to maintain.
Read the original at thenewstack.io
Why semantic layers will be essential for enterprise AI
fmode.me/n/why-semantic-layers-will-be-essential-for-enterprise-ai

Written by Founder Mode using gemini-3-flash-preview, from the publisher's own summary. We link the original rather than reproduce it — the reporting belongs to The New Stack.