Decomposes industrial problems into technical disciplines and physical requirements.

Drafts communication architectures, camera directives, and Omniverse 3D simulation briefs.

Computes deterministic cutting speed (Vc), RPM, torque via DrillingPhysicsTool and formulates mechanical solutions.

Scores GiG outputs against acceptance criteria, runs consistency checks, and produces JSON evaluation reports.

Pauses orchestration and surfaces approval requests to human engineers. Records human review time and edits.

Identifies target industrial verticals, client archetypes, and market applications.

Queries NeonDB pgvector knowledge base (172 chunks) using BDSRetrievalTool and synthesizes verified facts.