AI Risk Management Needs a Better Model

2026

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AI-generated summary

1) This document argues for a more agile and tiered AI risk management model to balance innovation speed with necessary oversight.
2)
* Outlines the shortcomings of current one-size-fits-all AI risk management approaches.
* Proposes a new, tiered triage system inspired by utility provider models and the "don't reinvent the wheel" principle.
* Details actionable steps for implementing a smart governance approach, including standardizing intake, routing applications, and creating a playbook.
3) AI risk management, AI governance, AI adoption, risk mitigation, AI strategy

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