3D Data Licensing for AI,
Robotics & Spatial Computing
License 90,000+ production-ready 3D models, built by one studio to one consistent standard - the training data foundation generative AI, robotics and spatial computing teams can actually build on.
One standard, every category
A glimpse of the 90,000+ model catalog - same production standard across vehicles, aircraft, naval, medical, military, animals and more. Every thumbnail links to a live model.
Most 3D training data is inconsistent by design
Every major stock 3D marketplace is an aggregator - thousands of independent artists, each with their own scale conventions, topology habits, UV workflows and material setups. For a single render, that inconsistency is a minor annoyance. For a machine learning pipeline, it's a structural problem: a model trained on data with no consistent standard learns the noise along with the signal.
If you've ever had to filter, re-scale, re-topologize or clean a "licensed" 3D dataset before it was usable for training, you already know the cost.
One studio. One standard. 90,000+ models.
3D Molier International is not an aggregator. Every model in our catalog - vehicles, aircraft, naval, medical and anatomy, animals, characters, architecture, industrial equipment and more - is produced in-house, by the same studio, to the same production standard, for over 20 years.
- Real-world scale on every model - no rescaling pass needed before training
- Clean topology across the entire catalog - no per-source cleanup step
- Complete UV unwraps and PBR materials as standard, not the exception
- Consistent metadata - category, tags and format structured catalog-wide
That consistency is the product. It's what lets you license at scale without paying a hidden cleaning tax on every asset.
Built for teams training on 3D
Generative 3D & Multimodal AI
Large, structurally consistent 3D corpora for text-to-3D, image-to-3D and multimodal model training.
Robotics & Simulation
Sim-to-real training sets - object manipulation and scene assets modeled to real-world scale from the start.
Spatial Computing & AR/VR
Ready-to-use object libraries for populating spatial scenes, consistent across every category you need.
Autonomous Vehicle Simulation
Vehicles, road objects and environmental props at production quality for synthetic scenario generation.
Computer Vision Research
Large, categorized 3D corpora for university and industry CV labs, without assembling data from dozens of sources.
How licensing works
- 1. Tell us your dataset requirements - category, volume, format, metadata needs
- 2. We curate or produce to match - draw from 90,000+ existing models, or fill gaps with custom production to the same standard
- 3. Licensed delivery - structured, categorized, ready for your pipeline; full-catalog or custom-subset, exclusive and non-exclusive terms on request
Pricing is enterprise / custom - built around your dataset scope, not a one-size price list.
Let's talk about your dataset
Tell us what you're training and what you need. We'll scope a dataset from our catalog or propose custom production to fill the gap.
📬 Direct Email
Prefer email? Write directly to 3dmolier@3dmolier.com with your dataset requirements.
Frequently asked questions
Is this the same catalog as your marketplace listings?
Yes - same 90,000+ models, same production standard. Licensing is a separate commercial track for dataset-scale, non-marketplace use.
Do you offer exclusive licensing?
Available on request, scoped per deal.
Can you produce new models to fill dataset gaps?
Yes - custom production to the same studio standard, priced and scoped per request.
What formats and metadata come with the catalog?
All popular 3D formats (3ds Max, Blender, Maya, Cinema 4D, FBX, OBJ) plus structured category/tag metadata across the full catalog.