Unlike GDPR, global AI regulations are not following a single rulebook. Instead, fragmented rules are expected to increase fourfold by 2030. Rather than waiting for regulations to settle, companies should build common governance frameworks. These frameworks focus on visibility, risk, observability, and ongoing oversight. Because AI agent adoption is rapidly accelerating, early governance prevents future scaling delay
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