AI training data partnerships for design and product studios
Design studios hold Figma files with version history, critique threads, design systems and research synthesis that show how a rough idea becomes a shipped interface. That reasoning is hard for AI models to learn from finished screenshots. Momentra helps studios and in-house design teams assess what they can license, with care for client ownership.
Can design and product studios license or sell their data for AI training?
Design and product studios can license their own design history, and client work where clients agree, as AI training data. Figma files with version history, design critique threads and design systems with component documentation are the strongest assets. Delivered client work usually belongs to the client, unreleased product designs under NDA stay out, and research participant data is anonymized.
No files needed upfront. We sign an NDA before reviewing any sample.
Data design and product studios hold that AI can learn from
Figma files with version history
Wireframes through final screens, with branching explorations and comments, show the design process rather than just the outcome.
Design critique threads
Feedback from leads and clients, and how designers responded, record decisions about layout, hierarchy and usability.
Design systems and component libraries
Tokens, components, usage guidelines and their documentation show how consistency is maintained across products.
UX research synthesis
Anonymized interview notes, affinity maps and the insights drawn from them connect user evidence to design decisions.
Design-to-code handoff
Specs, annotations and the front-end code built from them show how designs are translated into working interfaces.
What this data helps AI models learn
UI generation and critique
Revision histories and critique threads can help models learn what makes an interface better, not just how to draw one.
Design system application
Component libraries with usage examples can teach models to build screens that follow a system.
Agents that operate design tools
Recorded workflows in Figma and prototyping tools can support computer-use agents.
Privacy and compliance, handled first
You decide what is in scope, nothing moves before an NDA, and data is anonymized before any further use.
Client ownership of designs
Client work usually belongs to the client once delivered. Including it may need client permission, while internal design systems, templates and process material may be your own.
Unreleased product information
Designs for unreleased products may be under client NDA. These should stay out of scope unless the client agrees.
Research participant data
Interview recordings and notes contain participant details and are excluded or anonymized, consistent with the consent given.
How a partnership begins
Share Basic Information
Share only your contact, company, industry, and partnership interests—no raw data required.
Initial Value Assessment
We discuss the data type, completeness, scarcity, and the tasks it could support.
Define the NDA and Boundaries
Before reviewing any sample, we define confidentiality, permitted use, retention, and security requirements.
Receive an Offer and Begin the Partnership
We provide a purchase proposal and contract, then support de-identification and secure data transfer.
Frequently asked questions
- Can we license work we did for clients?
- Only if your contracts allow it or the client agrees. Many studios start with internal projects, design systems and process material that they own outright.
- Are final screens enough, or do you need working files?
- Working files with version history and comments are typically more useful than final exports, because they show how decisions were made.
- Will our visual style be copied?
- Data is used to train general models under terms set in the agreement. You choose what is in scope and can exclude signature work.
- We are a small studio. Is it worth starting a conversation?
- The initial conversation needs only basic details about your studio and the data you hold. Momentra will tell you honestly whether it is likely to qualify.
Related
Tell us about the real workflows behind your business.
Share only the essential details. No files are required at this stage.
Contact the Momentra team