How do you keep client work private and out of model training?

On Higgsfield: When clients require that their data never be used for training, work under a Higgsfield Enterprise agreement, under which inputs and outputs are not used to train AI models and are handled as confidential. Turn off the Auto-publish new generations toggle under Manage Account, Personal Profile, so new generations stay private until you publish them.

Without Higgsfield: Give each client its own workspace, with folders by deliverable and the team invited with scoped roles, and limit freelancers to one project with an end date, so one client's assets and drafts stay invisible to another.

Axis: a private workspace … an enterprise agreement with data guarantees

Answers by date: 10 records in 8 sources, newest first; the answers above are the current ones. The advice was refined (2026), never reversed, in these records.

date	who	answer	source
2026-09-22	Higgsfield	To set up a new client Higgsfield's blog advises creating the client's own space, setting folders by deliverable (ads, socials, drafts, approved), and inviting the team with scoped roles, freelancers with an end date.	Best AI Video Platforms for Agencies in 2026: Client Workspaces, Team Seats, and Commercial Rights
2026-09-22	Higgsfield	For agency work Higgsfield's blog wants one client's assets, references and drafts invisible to another, freelancers limited to one project with an end date, and an independent workspace per client for stronger separation.	Best AI Video Platforms for Agencies in 2026: Client Workspaces, Team Seats, and Commercial Rights
2026-09-16	Higgsfield	As a publicly listed company Gaia needed Higgsfield to meet its internal protection and privacy requirements before use expanded; the two set up a bespoke agreement, and only then did volume become part of the evaluation.	Gaia Cut Animation Time From Weeks to Hours with Higgsfield Enterprise
2026-08-02	Higgsfield	Under Section 4.4, Higgsfield may train its AI models on user content; deleting the content or account stops this going forward, and on Enterprise agreements customer content is never used for training. · also said: 2026-08-02 How do I submit a GDPR, CCPA, or privacy request?	Who owns my generations, and can I use them commercially?
2026-08-02	Higgsfield	With the Auto-publish new generations toggle under Manage Account → Personal Profile turned off, new Higgsfield generations stay private by default and appear publicly only when the user publishes them.	How do I submit a GDPR, CCPA, or privacy request?
2026-07-25	Higgsfield	Higgsfield advises keeping client work in a private workspace so it stays out of public features, and an enterprise agreement when clients require that their data never be used for training.	Updates to Higgsfield's Terms of Use and Privacy Policy
2026-10-22	Higgsfield	Higgsfield Enterprise lists no training on the customer's data among its features. · also said: 2026-08-02 What team and business plans does Higgsfield offer?, 2026-08-17 How Studios Scale AI Video Production for Clients in 2026 (Workflow and Tools)	The AI-native creative suite built for enterprise