Essays
Writing on enterprise AI, operating models, and why transformation requires more than tools.
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Tools Are Not the Operating Model
Enterprises invest heavily in AI tools but see little transformation. The gap is not technological. It is structural. Without changes to roles, workflows, and decision rights, even the most powerful tools remain peripheral.