Autonomous agents can plan, retrieve, and act across systems—but only pay off when they are secure by design. This UK/EU‑focused guide covers identity and tool governance, MCP integrations, risk controls (OWASP, NCSC/CISA), EU AI Act and Data Act implications, and the metrics that prove ROI—plus where Data Nucleus helps you ship safely.