A financial firm decides to transform its back office using agent-based artificial intelligence. The use cases pile up on the slides: automatic data extraction from documents, automated process execution, intelligent business controls, anomaly detection in data flows, algorithmic prioritization... The stated goal is ambitious, and it would be tempting to view compliance as a millstone we can drag along tomorrow (but not right now, please). This is a strategic mistake, as perf

80% of executives believe that agent-based AI will be critical to their company’s survival by 2027 (Cisco/Omdia, 2025). However, Deloitte reports that only 11% of organizations are actually using it in production, and Gartner predicts that more than 40% of agent-based projects will be abandoned by the end of 2027. The gap is not technological. It is one of governance. Agent-based AI: A Paradigm Shift That Demands a Commensurate Response AI agents are systems capable of planni