Systems
A simple model for context, execution, and review across AI-enabled workflows.
The operating stack for agentic teams
A useful AI stack has three layers: context, execution, and review. Context keeps the agent informed, execution gives it a safe path to act, and review keeps judgment with the team.
Most failures happen when these layers blur. If a system cannot show why it acted, the workflow will eventually slow down under manual checking.
Document the seams
Make handoffs explicit. Name the trigger, the data source, the expected result, and the human owner for exceptions.
This turns automation from a black box into an operating model.