DRIVE – Operational Excellence for AI-accelerated engineering
DRIVE is a framework for measuring engineering organizational health in the age of AI.
It assesses organizational effectiveness across five pillars— Delivery, Reliability, Initiatives, Vigilance, and Efficiency —and the recurring review that turns those measurements into action.
Software engineering is having its industrial revolution. We've gone from writing code by hand to building software factories. The controls and frameworks that govern the accelerated output have not caught up, while the gap continues to widen as AI takes on more of the work.
As agents automate more of the SDLC, engineering work increasingly shifts to designing and operating the systems that produce software. The organization's hardest questions shift with them, into the operational layer.
AI accelerates output, but the controls layer hasn’t kept pace. Without a counterweight, that pressure compounds. The missing layer is organizational backpressure: the brakes and signals that hold the system stable.
Organizational health needs its own framework