You've got a worn-out legacy part and a 3D scan. What you actually need is a parametric STEP file your CNC can cut. Freelancers charge $50-150 and take days. ScanForge does it in minutes for $20-80.
A customer sends you a beat-up pump housing. No drawings. No specs. OEM discontinued the part in 2011. You 3D-scan it, get a clean STL — and now you need someone to turn that triangle soup into an editable STEP model your machinist can actually program.
Post the job on Fiverr or CAD Crowd. Wait 24-72 hours for bids. Pay $50-150 for the conversion. Get the file back, find issues, request revisions. Another day gone. The customer is calling.
Raw triangle mesh on the left. Clean parametric solid on the right.
Drop your STL, OBJ, or point cloud. We normalize the geometry and prep it for inference.
CAD-Recode translates your scan into CadQuery Python code — real parametric geometry, not an approximation.
Automated QA computes Chamfer Distance and IoU between your scan and the generated model. Below threshold? It re-runs.
You get STEP + IGES + CadQuery source + visual comparison renders. Ready for CNC, 3D printing, or further editing.
Adjust the sliders to match your workload.
CAD-Recode (ICCV 2025) is the first LLM-based reverse engineering model. ScanForge packages it into a production pipeline.
Over all prior scan-to-CAD methods on DeepCAD, Fusion360, and real-world CC3D datasets.
Intersection-over-Union gain across every benchmark — the standard metric for geometric fidelity.
Based on Qwen2-1.5B. Runs on a single A10 GPU. Fast inference, low cost per part.
ScanForge is in private beta. Join the waitlist and be first to convert scans to parametric CAD at a fraction of the cost and time.
No spam. We'll email you when access opens up.