Software development has always had a way of quietly distributing sensitive data in unexpected places, and many organizations have lost track of where it is.
However, the rise of agentic AI has pushed that problem into new territory. AI agents are not just accelerating the software development lifecycle (SDLC); they are evolving the process by touching data at every stage in ways that teams may not fully see. The concern is that it is interacting with potentially sensitive data without a specific request. The scale and speed at which this can occur can exceed the governance frameworks of many organizations.