AI Authoring + CAD Illustration Pipeline
Proof of conceptFrom raw engineering data to a finished procedure, automatically.
An enterprise manufacturer
Problem: Authoring and illustrating technical procedures is manual and repeats every revision.
An end-to-end pipeline for an enterprise manufacturer. Claude streams complete first-draft technical procedures from real engineering data (bills of materials, change notices), while a companion pipeline drives 3D tooling to auto-generate exploded-view illustrations and animated walkthroughs from raw CAD, including automatic revision-delta detection. Validated against real, large production assemblies with zero code changes between them.
50–80% authoring time saved1 pipeline 2 → 500+ part assemblies
Stack
Claude (streaming)Next.jsTypeScriptMCP ServerCAD (STEP/AP242)AWS Amplify + Lambda