TLDR Tech / Founders
Everyone wants to be AI-pilled. Most Companies Are Still Level 1
Miura-Ko adapts the AV autonomy framework to AI adoption, sorting companies into six levels based on what AI can see, do, who can extend it, and how the org chart has changed. Most "AI-forward" companies still sit at L1 personal productivity or L2 functional silos, while L3 requires agents acting across CRMs, code, and tickets through MCP and shared skills authored by non-engineers. L4 introduces a compounding operating system where finance staff and AEs ship production internal tools and policy-driven agents fix issues with human review only at merge, while the still-hypothetical L5 has the system noticing problems, acting within delegated authority, and updating shared memory without a human initiating the loop.
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