Can an agency use my freelance work to train AI models?

Unless your contract explicitly prohibits it, agencies often claim broad 'usage rights' or 'derivative work' clauses to feed freelance output into AI models. You must include specific restrictive language in your IP assignment clause to prevent this.

What specific language prevents AI training?

You must include a 'Prohibition on Machine Learning Training' clause that explicitly forbids the use of deliverables for training, testing, or refining generative AI models, LLMs, or automated systems.

How does TermScore help with AI training clauses?

TermScore automatically scans your service agreements to identify vague IP assignment clauses that could allow AI training, flagging them for immediate revision.

A TermScore is an AI-generated risk rating from 0 to 100 that evaluates the fairness and risk level of any legal document. A score of 86-100 means the contract is highly favorable, while 0-30 indicates dangerous terms you should walk away from.

What types of documents can TermScore analyze?

TermScore analyzes any legal document including freelance contracts, employment agreements, residential leases, NDAs, brand sponsorship deals, SaaS vendor agreements, and rental applications. Upload PDFs, Word documents, or images.

How much does TermScore cost?

TermScore offers a free plan with 3 scores per month. The Team plan is $15/month for 30 scores, and the Professional plan is $50/month for 500 scores with team collaboration features.

Is my document data secure?

Yes. Documents are processed in memory and analysis results are stored encrypted. TermScore never shares your document data with third parties and you can delete your data at any time from your dashboard.

Legally restrict agencies from using freelance work to train AI models

How to Legally Restrict Agencies from Using Freelance Work for AI Training

To prevent agencies from using your work to train AI models, you must explicitly exclude 'machine learning training' from the license grant in your service agreement. Standard 'work-for-hire' clauses are insufficient; you need specific, restrictive language that prohibits the ingestion of your deliverables into any AI system.

The Legal Vulnerability of Standard IP Clauses

Most freelance contracts contain broad 'Assignment of Rights' or 'License' clauses. Agencies often interpret these as granting them a perpetual, irrevocable, and worldwide right to use your work for any purpose, including the development of derivative technologies. In the context of AI, this means your creative output could be used to train a model that eventually replaces your role.

Why 'Work-for-Hire' Isn't Enough

Under the U.S. Copyright Act, 'work-for-hire' status transfers ownership to the client. However, it does not inherently define the method of use. If the contract is silent on AI, the agency may argue that training a model is a standard 'commercial use' of the data they now own.

Key takeaway: If your contract does not explicitly mention AI, assume the agency will use your data to train their models. Ownership of the copyright does not automatically grant the right to use the work as training data unless the contract is silent, but silence is a risk you cannot afford.

Action Item: Review your current contracts for the phrase 'all purposes' or 'any and all media now known or hereafter devised.' These are red flags that grant the agency broad, unchecked usage rights.

Drafting Enforceable AI Restrictions

To effectively restrict AI training, you must insert a specific carve-out in your Intellectual Property (IP) section. This clause should be narrow enough to allow the agency to use the work for its intended business purpose, but broad enough to block AI ingestion.

Essential Components of an AI-Restriction Clause

Explicit Prohibition: State clearly that the license granted does not include the right to use, reproduce, or process the deliverables for the purpose of training, testing, or refining machine learning models or generative AI.
Definition of AI: Define 'AI' broadly to include LLMs, neural networks, and automated data processing tools.
Remedy for Breach: Include a provision that any unauthorized use of the work for AI training constitutes a material breach of the agreement, triggering immediate termination rights.

Clause Type	Standard Language (Risky)	Restrictive Language (Safe)
Usage Rights	'Client may use work for any purpose.'	'Client may use work for business purposes, excluding AI training.'
Derivative Works	'Client owns all derivative works.'	'Client owns derivatives, excluding AI model weights.'
Data Ingestion	'Not mentioned.'	'Deliverables shall not be used for machine learning.'

Action Item: Add a 'Prohibition on AI Training' addendum to your standard contract template today. Do not wait for the agency to provide the contract; provide your own terms.

Negotiating with Agencies

When you present these restrictions, agencies may push back, claiming they need 'flexibility.' You must counter by distinguishing between 'commercial use' and 'data mining.'

Clarify Intent: Explain that you are happy for them to use the work for the project, but you are not licensing your intellectual property to build their proprietary AI tools.
Offer a Tiered License: If they insist on AI rights, charge a premium. A 'Data Training License' should be priced significantly higher than a standard commercial license.
Request Transparency: If they refuse to remove the AI clause, demand a written disclosure of how your work will be stored and whether it will be fed into third-party models like OpenAI or Anthropic.

Key takeaway: If an agency refuses to exclude AI training, they are likely building a model that will eventually compete with you. Protect your future income by walking away from contracts that demand your data as fuel for their AI.

Action Item: Prepare a standard 'AI Addendum' that you can attach to any contract. This keeps the negotiation professional and shows you are serious about your IP rights.

Automating Contract Protection

Manually reviewing every contract for hidden AI-training loopholes is time-consuming and prone to human error. TermScore simplifies this process by automatically analyzing your service agreements to identify vague IP assignment clauses and AI-related risks. By using TermScore, you can instantly flag problematic language before you sign, ensuring your creative work remains yours and is never used to train the next generation of AI without your explicit consent.