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From Principles to Pressure: Why AI Governance Must Evolve into AI Incident Management

There’s a moment every emerging technology hits where the conversation changes. For AI, we’ve officially crossed it. For the last few years, AI governance lived comfortably in the realm of principles. Ethical frameworks. Responsible AI pledges. High-level policies drafted in boardrooms and compliance documents. But today, as AI becomes embedded in core business operations, that … Continued

AI and Data Risk Is No Longer Theoretical

A Board-Level Playbook for What Breaks, How Likely It Is, and Who Owns It AI risk is no longer a future concern. It is a present-day, board-level issue. As I discussed with Chris Hetner, who advises boards and regulators globally on cybersecurity and AI governance, organizations are being pushed to rethink how risk is defined, … Continued

Operationalizing AI Governance Before the Incident

At IAPP Global Privacy Summit 2025, a clear shift emerged as organizations prioritize AI governance, privacy, and safety over pure productivity. As AI systems grow more complex, experts stress that proactive governance is now a critical business priority.