Insights
The Agentic Data Stack
Ten layers of data behind a working agent.
AI agents do not run on prompts alone. Ten data layers — from intent to feedback — that teach an agent what to do, how to do it, and when not to act.
Click a layer to hold it · ← → to step · space to pause
Foundation · 01–03what the agent is given
Execution · 04–07how the agent works
Assurance · 08–10how the agent is governed and improved
Feedback → Intent
The stack is a loop, not a line. Feedback returns to Intent — every run rewrites what the next run is asked to achieve.