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What a board-level AI update should contain

Board reporting should connect AI activity to enterprise value and material exposure without turning directors into model engineers.

Portfolio

Show the most consequential deployed and planned uses, grouped by purpose and business importance.

Value

Report realized outcomes, evidence quality and where anticipated benefits have not appeared.

Exposure and controls

Summarize material data, security, operational, legal or reputational concerns and the controls used to manage them.

Incidents and changes

Highlight meaningful failures, near misses, major system changes and lessons learned.

Decisions

End with explicit choices or risk-acceptance questions requiring board or executive direction.

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