White Paper
The Maturity Model for Agentic AI Software Development
This white paper offers a diagnostic and operating model for organizations where AI adoption has advanced faster than infrastructure and governance. It evaluates maturity across two independent dimensions: the strength of standardized development environments and the depth of builder AI fluency. Their intersection produces four organizational profiles, each with a distinct risk posture and recommended 90-day priorities. The model promotes secure environments as the control surface, centralized policy decisions, risk-based permissions, integrated assurance, and continuous measurement. It addresses five major risks: sensitive-data exposure, secret leakage, compliance gaps, unreliable AI-generated changes, and uncontrolled cost growth. Recommended mitigations include restricted network egress
