Vibe-coded prototypes become durable applications only when agent speed is placed inside a governed production delivery system. This matters now because code generation has made prototype creation faster than the organizational ability to review, integrate, and operate what is produced.
Capgemini says speed alone is insufficient for applications that must remain secure, governed, scalable, and able to evolve. The source connects AI agents with deterministic process orchestration, enterprise platforms, and platform-driven governance. The mechanism is a layered operating model in which orchestration constrains work, platforms supply shared services, agents perform bounded tasks, and controls preserve compliance, auditability, maintainability, and resilience.
Engineering leaders should measure accepted production change, recovery, ownership, and control coverage rather than celebrating generated code volume alone. The evidence is Capgemini's official point of view and industry synthesis, not an independent benchmark of delivery speed or application quality. Watch whether organizations publish reproducible operating metrics that connect faster generation with stable production outcomes. The source itself is the official presentation or report PDF: view the presentation.