When working with AI agents, one surprising insight is that securing the data pipeline is often more crucial than the model itself. In our experience with enterprise teams, data access controls and audit logging frequently catch vulnerabilities early on. Implementing a robust framework for monitoring data flow can prevent breaches before they escalate, ensuring the AI model remains a valuable asset rather than a liability. - Ali Muwwakkil (ali-muwwakkil on LinkedIn)