Data Bricklaying Diary
Nov 9, 2026 · R&D Management
FDE Capability Framework: Deriving 12 Competencies from Real Deliverables, Not Buzzwords
The article defines a 12-dimension FDE capability matrix reverse-engineered from actual project artifacts, decisions, and results, requiring four evidence types per capability, maturity levels E0–E3, and insisting that AI accelerates execution but cannot replace human authorization, verification, and risk acceptance.
AI in engineeringFDEcapability matrix
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