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Transformation Agenda
Editorial

Briefings

Selected thoughts on enterprise transformation.

By Sakari Mäkinen

I write about business transformation, AI, technology strategy and the changing operating models of large enterprises.

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Audit trail is not the same as control

Enterprises are getting better at seeing what AI does. Logs, traces and dashboards can tell us in more detail what an AI agent did. But there is a risk in treating better visibility as better control.

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