Design automation

OpenSCAD and CAD Generation

Parametric design assistance for OpenSCAD and CAD workflows where constraints, revisions, and output validation matter.

nAI runtime
OpenSCAD models Part parameters Manufacturing limits Revision notes Export tools Review status

Challenge

Why generic AI is not enough.

CAD generation is useful only when the model respects manufacturing constraints, dimensions, dependencies, and revision intent.

nAI Runtime

How the environment becomes usable context.

nAI can link requirements, parameters, generated geometry, toolchain output, and review decisions before a file is accepted.

Operating Model

Mapped systems, controlled action.

Environment graph

  • OpenSCAD models
  • Part parameters
  • Manufacturing limits
  • Revision notes
  • Export tools
  • Review status

Control layer

  • Human design approval
  • Constraint checks
  • Diffable revisions
  • Generated artifact logs

Outcome

Parametric design can move faster while remaining inspectable and controlled.