L1
Assisted
human writes
human checks
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AI‑Native SDLCMaturity Matrix
60 practices, 4 perspectives, 5 levels - the opinionated map of how organizations actually go from first Copilot license to self-driving codebase. Built from dozens of real engineering engagements.
60 practices4 perspectives5 levels
Five Levels of AI Maturity
L2
Delegated
agent writes
human checks everything
L3
Systematic
agent writes
the system checks
L4
Governed
agent ships
evidence decides
L5
Self-improving
the system changes itself
humans audit
Every engineering team asks the same questions. What do we standardize first? When does agent infrastructure pay off? How do we know our delivery process is ready?
We built this matrix from real engagements - dozens of teams, startups to regulated enterprises. Not theory. Patterns that actually worked.
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