Can a company license its 3D scans and CAD files for AI training?
Yes, if the company owns the files or holds the right to license them, which for design work means checking each client contract. Architecture and engineering practices, contractors, survey and reality-capture firms and manufacturers hold large archives: laser scans and point clouds, photogrammetry, BIM models, and years of CAD with every revision, markup and change order. Spatial AI and simulation teams want exactly this, because it describes real objects and places with measured geometry.
Both halves of that archive have already been licensed. An Australian aerial mapping company disclosed two licences with AI companies, worth a combined AUD 1.07 million, for 3D datasets and LiDAR from its existing catalogues (Aerometrex ASX announcement, Jun 17 2026). On the design side, a data buyer lists a $450K payment to a 70-person engineering firm for CAD drawings, calculations, technical reports, revisions and project specifications (Telegraph Lab, self-reported, checked Oct 2026).
What do AI teams use 3D scans and CAD for?
They use them to teach models the shape of the physical world and how engineered things are designed, and to build environments for simulation. The main uses:
- Simulation environments. Scans and 3D models of real places become the worlds that robots and autonomous systems train in. Aerometrex said its buyers would use the data to train an autonomous simulation engine and to power a digital twin platform for utilities (ASX announcement).
- Spatial world models. Measured geometry, paired with images, helps models reason in 3D rather than in pixels.
- Design and engineering models. CAD carries exact curves and surfaces, which is why research sets such as ABC, a collection of one million CAD models with explicitly parametrised curves and surfaces, exist for geometric deep learning (ABC dataset, arXiv). Private archives add what public sets lack: real projects with the drawings, specifications and revisions around them.
- Scene reconstruction. Buyers also ask for depth and 3D meshes alongside ordinary video; The Logic reported one such request for footage of homes and offices with depth information and object meshes (The Logic, May 25 2026).
What makes 3D scans and CAD more valuable?
Files are worth more when they keep their native structure, their history and their context. In rough order of impact:
- Native formats. Parametric CAD with feature history, and BIM with object classes, beat exported meshes or PDFs.
- Revision history. Successive versions, markups, RFIs and change orders show how a design evolved and why, which a single final file cannot.
- Paired records. Drawings linked to specifications, calculations, simulations, quality reports and the as-built scan of what was actually made or built.
- Accuracy metadata. Scanner or camera model, registration reports, coordinate system and georeferencing, units and stated tolerances.
- Raw captures. Source photos behind photogrammetry and unfiltered point clouds, not only the cleaned model.
- Breadth and repetition. Many building or product types, and the same site scanned at several stages.
What rights and consent do 3D scans and CAD need?
Ownership is the main question for design files, and export control and confidentiality can rule some files out entirely. The gates that come up most:
- Who owns the designs. Under US copyright law, a commissioned work counts as a work made for hire only if it falls within nine listed categories and both parties signed a written agreement saying so (US Copyright Office, Circular 30). Most design drawings do not fit those categories, so ownership depends on what each contract assigned or licensed. Contracts may also restrict reuse of the client's project information.
- Defence and controlled technology. Under ITAR, "technical data" includes blueprints, drawings and plans required to design, build or maintain defence articles (22 CFR 120.33). Under the EAR, releasing controlled technology to a foreign person, even inside the US, counts as an export (15 CFR 734.13). Files touching either regime need an export-control review, and some may need to be excluded.
- Client confidentiality. NDAs, security clauses for sensitive buildings, and manufacturing clients' trade secrets.
- People and property in scans. Interior and street scans can capture people, documents on desks and plates. In the EU and UK identifiable people in imagery are personal data (EDPB Guidelines 3/2019).
This page is general information, not legal advice.
What are 3D scans and CAD files worth?
Disclosed prices are scarce and come as whole-archive deals rather than per-file rates. Each figure is dated and labelled by market side; none is a fearofgod.ai price.
| Reference point | Market side | Figure and source |
|---|---|---|
| Two licences: 3D datasets and LiDAR from existing catalogues | Disclosed licence, Jun 2026 | AUD 1.07 million combined (Aerometrex, ASX) |
| 70-person engineering firm: CAD drawings, calculations, reports, revisions, specifications | Buyer's self-reported past deal, checked Oct 2026 | $450K paid to the business (Telegraph Lab) |
The pattern in both disclosed deals is that the archive mattered, not single files: catalogues of scans in one case, and a whole firm's drawings and their revisions in the other. Partnerships typically range from $50K to $3M+.
How does licensing 3D scans and CAD work with fearofgod.ai?
You license scans and drawings your company already holds, securely, and earn additional, long-term revenue from them. The archive already sits in a document-management system, a CAD vault, a cloud drive or a scan server, so licensing it means re-licensing what exists. No new data collection is needed.
The steps are the partnership form, a conversation, scope and terms, data preparation, then delivery and payment. You approve the scope before anything is shared, and anything you want left out, such as a client's projects or export-controlled files, stays out. fearofgod.ai de-identifies the data before it goes to buyers. Raw data is deleted according to a schedule agreed with the partner.
A useful first description covers file counts and formats, years covered, project types, scanners or software used, and how client contracts treat ownership. Talk to our team when you are ready. Survey firms with aerial capture as well can read licensing drone footage.
Selling 3D scans and CAD files to AI companies
A firm that owns its 3D scans, point clouds and CAD files can sell them to AI companies by licensing them with fearofgod.ai, securely and for long-term revenue. Partnerships typically range from $50K to $3M+. Partners can be paid more than once, through renewals and repeat licences.