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What Is AI Governance? A World Development Corporation Directors' Institute Framework for Board Oversight
Introduction Somewhere in the last two years, AI quietly moved from "an IT initiative" to "a board-level risk." Most companies haven't caught up to that shift yet. We say this from experience training directors across sectors: AI is still, in far too many boardrooms, something the CIO updates the board on once a quarter, in a slide or two, somewhere near the bottom of the agenda. That's no longer good enough. AI systems are now making decisions that affect customers, employee


Agentic AI Oversight in 2026: Why Boards Need a Human-in-Command
Executive Summary Somewhere inside your organization right now, an AI agent is probably doing something nobody explicitly asked it to do in that exact way. Approving a small vendor payment, maybe. Drafting a compliance filing. Or talking to another company's AI agent, with neither human on either side actually watching that exchange happen. Welcome to agentic AI, and to the reason "AI governance" quietly stopped meaning "who fact-checks the chatbot" and started meaning someth


AI Governance Policy: Your Board Has an AI Dashboard—But Does It Have a Policy?
Executive Summary There's a specific kind of governance gap that doesn't show up until someone actually asks the awkward question out loud: not "does your board discuss AI," but "if your AI-powered dashboard flagged something dangerous right now, is there a written policy telling anyone what happens next?" A lot of boards, when they actually sit with that question, don't love their own answer. I covered the AI expertise gap in a companion piece already, the fact that a striki
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