DataFramed

#338 The New Paradigm for Enterprise AI Governance with Blake Brannon, Chief Innovation Officer at OneTrust

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Dec 29, 2025
Blake Brannon, Chief Product & Strategy Officer at OneTrust, discusses the urgent need for redefined AI governance amid the rise of intelligent systems. He explores governance disasters like algorithmic disengorgement and emphasizes the importance of consent. Blake highlights the challenges of scaling governance as AI adoption accelerates and advocates for continuous observability. He also addresses the complexities of ownership in AI governance and provides strategies for effective committee design, aiming to ensure governance supports rather than hinders innovation.
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ADVICE

Adopt A Recognized Risk Framework

  • Use industry frameworks like the NIST AI Risk Management Framework to build credibility and standardize assessments.
  • Leverage such frameworks to guide policies, maturity, and risk evaluations.
ADVICE

Automate Discovery To Save Time

  • Automate information gathering by connecting governance tools to code, models, and data sources.
  • Free human reviewers to make risk trade-off decisions instead of manual data collection.
ADVICE

Align With Leadership And Prioritize

  • Start governance by aligning with the CEO on motivations and prioritize high-impact AI projects.
  • Focus first on systems that touch many customers or use highly regulated data.
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