One Policy, Thousands of Agents: Why Enterprise AI Governance Breaks at Scale

Much of the conversation around the adoption of autonomous AI agents has centered on governance as a defining challenge, and rightfully so. Gartner recently predicted 40% of enterprises will demote or decommission their autonomous AI agents by 2027 – not because the technology failed, but because their governance did. The culprit, according to Gartner Senior Director Analyst Shiva Varma, is "binary governance": treating agents as either completely locked down or fully trusted, with nothing in...