AI-Native Delivery Operating Model

The useful question is not where to add an assistant. It is how product intent can travel through architecture, implementation, verification, and operations with less translation loss.

This operating model combines explicit system boundaries, machine-readable context, automated quality gates, and human review at consequential decisions. The result is a delivery system that gets faster without giving up accountability.