Fiduciary Risk in the Age of AI

AI changes fiduciary exposure by accelerating decision velocity without improving evidence quality. This brief gives a board-level control framework.

Thesis: When AI increases decision velocity, the board's duty shifts to evidence controls, not model hype.

Why AI changes fiduciary math

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Key claim: (state the claim)

Evidence: (add citations below)

Decision authority loops: where risk accumulates

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Key claim: (state the claim)

Evidence: (add citations below)

Controls: evidence gates, human-in-the-loop, auditability

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Key claim: (state the claim)

Evidence: (add citations below)

KPIs for fiduciary oversight

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Key claim: (state the claim)

Evidence: (add citations below)

Board actions: 30/60/90-day plan

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Key claim: (state the claim)

Evidence: (add citations below)

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Suggested KPIs (Capital Library)

• KPI: Evidence Coverage % (material claims)
• KPI: Median Evidence Freshness (days)
• KPI: Investor-Grade Asset Rate %
• KPI: Uncited Material Claims Queue

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Citations

Use this format for every source:

• [S1] Title — Publisher — Date — URL
  • What it supports: …
  • Evidence grade: (Primary/Secondary)

Internal Links

• Related: /capital-library/evidence
• Related: /capital-library/governance
• Related: /capital-library/diligence