After two years of pilots and a year of agents in production, governance has moved from an aspirational committee to an operational control. What audits ask for, what broke in 2025, and which guardrails absorb most incidents.
AI governance in a company means a standing committee, written policies, a model and use-case inventory, risk assessment, and audits. The first provisions of the EU AI Act took effect on 2 February 2025, banning practices such as social scoring and requiring minimum AI literacy for staff. Fines reach 35 million euros or 7 percent of global turnover.
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