Data Licensing
3D Data Licensing for AI, Robotics and Spatial Computing
License 90,000+ production-ready 3D models, built by one studio to one consistent standard - the training-data foundation that generative AI, robotics and spatial-computing teams can actually build on.
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 is a structural problem - a model trained on data with no consistent standard learns the noise along with the signal.
If you have 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, 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 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 already structured, catalog-wide.
That consistency is the product. It is what lets you license at scale without paying a hidden cleaning tax on every asset.
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Built for teams training on 3D
- Generative 3D and multimodal AI - text-to-3D, image-to-3D and multimodal models that need large, structurally consistent 3D corpora.
- Robotics and simulation - sim-to-real training sets and real-world-scale assets that behave correctly in physics simulation.
- Spatial computing and AR/VR - ready-to-use object libraries with consistent quality across every category.
- Autonomous-vehicle simulation - vehicles, road objects and props at production quality for synthetic scenarios.
- Computer-vision research - large, categorized 3D corpora without assembling data from dozens of inconsistent sources.
How licensing works
- Tell us your dataset requirements - category, volume, format, metadata.
- We curate from 90,000+ existing models, or fill gaps with custom production to the same standard.
- Licensed delivery - structured, categorized, ready for your pipeline. Full-catalog or custom-subset licenses (exclusive and non-exclusive terms on request).
Let us talk about your dataset
Tell us what you are training and what you need. We will scope a dataset from our catalog or propose custom production to fill the gap.
Explore 3D Data Licensing →Or email 3dmolier@3dmolier.com
3D Molier International produces production-ready 3D models for games, VFX, simulation, animation and visualization. Browse the full catalog or the data-licensing page.
