Articles

• MBSE Tools Are Stuck in the Pre‑AI Era

  Why we need a knowledge‑first approach

• Knowledge‑First Workflow

  Building systems with AI as your co‑pilot

• The Enterprise Knowledge Ecosystem

  Scaling AI‑native systems engineering

• Not a Committee, a Conversation

  Why iterative refinement beats agent fragmentation

Field Reports

Measured, auditable evidence from the field — independent projects whose results support the principles underlying ANSELM.

• From 2,000 Person-Days to 72

  A field report on AI-augmented software engineering, role collapse, and the changing economics of building production-grade systems