Board Governance

The Agentic Risk Doctrine: Board-Level Control of Autonomous AI Before It Controls You

✎ Kieran Upadrasta 📅 2026-01-15 🎓 CISSP, CISM, CRISC, CCSP

The deployment of autonomous AI agents in enterprise environments creates a governance challenge unlike anything boards have previously faced: how do you maintain meaningful control over systems designed to operate independently? The Agentic Risk Doctrine provides board directors with a structured framework for governing autonomous AI systems before they accumulate sufficient operational authority to resist governance. The doctrine addresses the fundamental asymmetry between AI operating speed and board decision-making cadence, provides frameworks for defining autonomy boundaries, establishes kill-switch and override mechanisms that work at enterprise scale, and creates accountability structures for AI actions that occur without human authorisation. Drawing on governance principles from nuclear command-and-control, aviation safety, and financial market circuit breakers, the doctrine adapts proven high-stakes governance models for the AI era.

  1. 01The Autonomous AI Governance Challenge
  2. 02Board-Level Risk Framework
  3. 03Defining Autonomy Boundaries
  4. 04Kill-Switch and Override Mechanisms
  5. 05Speed Asymmetry: AI vs Board Cadence
  6. 06Accountability for Autonomous Actions
  7. 07Lessons from High-Stakes Governance
  8. 08Implementation Doctrine
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Kieran Upadrasta

CISO & Strategic Cyber Consultant · CISSP, CISM, CRISC, CCSP

27 years securing financial services · Big 4 pedigree (Deloitte, PwC, EY, KPMG) · Zero breaches managing £500B+ in assets

https://www.kieranupadrasta.com · LinkedIn