Ideas for operating with AI, automation, and agents

Operator facing a screen with a five-stage connected flow, a central branch, and three lower status panels.

Business objects

From Event to Economic Outcome: The Causal Chain by Business Object

A trace ID does not prove ROI. This chain links event, decision, action, operating outcome, and economic outcome with explicit fields and evidence levels.

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