The operating problem beneath the obvious answer.

Short, practical analysis for leaders deciding what to remove, clarify, connect, govern, automate, or build.

Why automation magnifies definitions, exceptions, authority, and data quality rather than fixing them.

The forecast model matters. The evidence, behavior, and management cadence beneath it matter more.

How to connect evidence to thresholds, decisions, action, ownership, and review.

Reading can sharpen the question. Changing the system still takes ownership.

Bring the real operating consequence when the company is ready to trace, implement, prove, and transfer the correction.