Origin
Built From the Fault Line
Autonomy = systems moving across contexts without human handoff.
8 years studying how digital technologies hit organizational reality: automation, digitalization, process redesign. Porsche, Lufthansa Technik, Accenture, and others.
10 months building with AI revealed what 8 years obscured: the bottleneck was never the technology. It's organizational ontology. CMC makes that constraint measurable.
Same gaps. Different industries. Same blind spots.
Most transformation consulting enables rework. No quality gate, no stop signal, repeat until budget exhausted.
CMC introduces stop-the-line: BLOCKED means halt, not hope. Measure infrastructure before you invest. Build in dependency sequence. Right first time.
The methodology: Lean transformation discipline applied to AI deployment. Applied ontology explains why it works. FMEA structures the assessment. CMC dimensions are what gets measured.
When reasoning becomes the dominant constraint, infrastructure becomes a capital discipline.
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