One intelligence layer, from drawing to verified NC.

A visual node editor for authoring end-to-end workflows. Each node is a real operation — import, recognition, reasoning, strategy, post — joined by typed edges. Pipelines save as reusable templates and run deterministically, so the same drawing always yields the same plan.

Visualizes the manufacturing ontology that grounds every recommendation: machines, tools, features, materials and the constraints between them. Because reasoning happens inside this graph, every proposed parameter traces back to the rule that produced it — no black box.

Connects the board to the design and machining applications already installed on the shop PC. It launches them, reads the active document, and drives the import → recognize → strategy flow without the operator leaving the board — locally, with nothing uploaded.

The structured catalog of tools, holders and cutting coefficients the reasoning engine draws on. Because tooling and its constraints are first-class ontology entities, the same library powers feature-to-tool matching across every job — consistently, without re-entering data.

Documentation lives inside the board: searchable guides, references and contextual help are a click away while operators work, so onboarding and troubleshooting never require leaving the floor or going online.