AI Transformation Is a Trust Test Disguised as a Technology Project

AI transformation creates an unusually high demand for candor. The people closest to the work are often discovering where AI creates value, where it fails, and where formal processes no longer reflect reality. The leadership challenge is whether that intelligence can reach the people making the decisions.

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What GDPR Taught Us About the EU AI Act — A Leadership Perspective

In 2018, working with a cybersecurity firm during GDPR enforcement, I watched organizations discover their compliance filings didn't reflect the organizational reality underneath them. The EU AI Act will produce the same split. High-risk obligations are now deferred to December 2, 2027 — and that runway is only useful if the work starts now.

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