Measured, not guessed
Your connected assistant uses scan measurements to guide the build. Verification compares the saved model with the scan and reports declared checks, sampling limits and missing measurements.
Turn a 3D scan into a measured, editable feature tree in Fusion.
- Real features you can edit
- Geometry measured against your scan
- Reconstruction on your own machine
Choose a plan, then sign in with your checkout email to download MeshWright for Windows. Already a customer? Sign in.
- Fusion add-in and CLI
- Windows first
- Connect your own AI app
Measured, not guessed.
Detected holes, bosses and flats are fitted from the mesh. Inspect the measured errors and the rebuilt features before using a part for manufacturing.
Built like an engineer would
Your assistant builds native features in Fusion, with parameters such as extrude distances, hole diameters and fillet radii. Inspect the feature tree and verification results before accepting the model.
Your parts stay yours
Fusion and the job store run on your machine. Your connected AI app uses your account and its own data terms. Review that app's permissions and provider settings to understand which project data it can access or transmit.
How it works
Add a scan and prepare a saved job. Your connected AI assistant builds and checks the model in Fusion. MeshWright keeps your jobs and reusable lessons on your machine.
Bring the scan
Add an STL, OBJ, PLY or 3MF. Confirm its units and review scan-quality warnings before preparing a job.
Prepare the job
Create a saved job and continue in your connected AI app. The assistant checks Fusion, inspects the scan and measures the geometry before building.
Build in Fusion
Your assistant builds native features in the job's dedicated Fusion document. Answer questions about dimensions and design choices, and continue the same saved job when corrections are needed.
Check and save
Verification saves and reopens F3D and STEP files, checks native feature health and compares the model with the scan. Review failed checks, missing measurements and sampling limits before accepting the result.
Works with the AI you already have
Connected apps for reconstruction
- Claude Code
- Codex
Connect your app in Harnesses. Claude Code and Codex have built-in launch adapters; other apps need a compatible local adapter. Each row shows availability.
Optional lesson-model settings
- Ollama and LM Studio
- Anthropic (Claude)
- OpenAI
- xAI (Grok)
- Moonshot (Kimi)
- Zhipu (GLM)
- OpenRouter
- Any OpenAI-compatible endpoint
These settings support lesson extraction. Your connected AI app handles reconstruction using its own account and settings. Review each provider's charges and data terms.
A real scan. A measured result.
This RC steering-knuckle experiment compares a fitted reference body against the original mesh. The scan render and deviation map below are saved outputs from that run.
Shape fit and editability are separate checks.
This is a reference reconstruction, not the editable Fusion feature tree. It matched 5 of 12 detected reference cylinders; some cross-axis bores remain represented by slabs rather than hole features.
These results describe one recorded experiment, not a guaranteed manufacturing tolerance. The score used 20,000 samples; the saved record predates newer scoring-provenance fields.
Download the recorded measurements| Measurement | Result |
|---|---|
| Volume overlap (IoU) | 95.5% |
| Median surface deviation, heatmap | 0.021 mm |
| 99th-percentile surface deviation | 0.198 mm |
| Detected reference cylinders matched | 5 / 12 |
Seats and sites, not per-part fees.
You bring your own AI provider key, so your model cost is yours and your data terms are simple.
Seat
$99 per user, per month
- Fusion add-in and command line on one machine
- Prompted Fusion jobs through your connected AI app
- Native feature building and saved-result verification
- Local job history and STEP export
Pro
$199 per user, per month
- Everything in Seat
- NeuroVault: stores and retrieves reusable lessons with their evidence
- Full Library
- Priority support
Site
By agreement
- Pro seats for your location, provisioned by agreement
- Local NeuroVault on each machine
- Batch tools and onboarding included by agreement
- Contact us for seat count and pricing
Monthly Seat and Pro plans start with a 7-day free trial for new customers: up to 5 distinct scan-based model recreations, with retries of the same source included. Card required. Cancel before the trial ends to avoid charges; otherwise your monthly subscription begins automatically. Annual plans charge today. Prices are USD; AI provider usage is billed separately.
Before you bring your first scan.
Setup, costs and what to expect from a rebuild.
Ask us about your partWhat do I need to run MeshWright?
A Windows 10 or 11 PC, 64-bit, an active MeshWright licence, and a connected AI app. The supported reconstruction workflow requires Autodesk Fusion installed and running with the MeshWright add-in. An internet connection to the MeshWright licence service is required for protected operations, including starting work and opening NeuroVault; saved job files remain on your machine.
Which scan files can I use?
Bring an STL, OBJ, PLY or 3MF. MeshWright reads the mesh and checks its quality before reconstruction. Confirm the scan’s units so the rebuilt part has the intended dimensions.
Is AI usage included in the price?
Your MeshWright licence and your AI usage are separate. Use your own account in your connected AI app; its subscription or usage charges depend on that app and provider. Internal lesson-model settings are separate from reconstruction.
Do my parts leave my machine?
MeshWright keeps the job store on your disk. Your connected AI app may transmit project data according to its permissions, settings and provider terms. Review those controls before using private parts. Licence checks contact MeshWright; optional reporting has separate controls.
Can I edit the result in Fusion?
The assistant builds native Fusion features with editable parameters. Review the feature tree, measured errors and any missing checks before using the part. Verification also saves a STEP file for other CAD workflows.
What if my scan is difficult to rebuild?
The initial scan-quality check and the comparison against the scan help you judge the result. Some parts need a cleaner scan or manual corrections; reconstruction is not a guarantee of manufacturing accuracy. If you are unsure about a part, contact us about running it during early access.
From the bench
All postsWhat we are learning about measuring meshes, where AI helps and where it guesses.
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