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One operational truth beats another dashboard
Most ops pain is not “we need AI.” It is three teams with three spreadsheets arguing before stand-up.
2026-09-08
When status lives in chat, the loudest update wins. Portals and pipelines only help if ownership and definitions are clear.
Start with the questions leadership asks every morning. Instrument those answers. Ignore vanity charts until exceptions are trustworthy.
Role-based views matter: warehouse, ops, and managers should not fight the same screen.