Can I legally prevent an agency from using my freelance work for AI training?

Yes. You must include explicit restrictive covenants in your Master Services Agreement (MSA) or Statement of Work (SOW) that prohibit the use of your deliverables for machine learning, model training, or data ingestion purposes.

What specific language should I include in my contracts?

Include a 'Prohibition on AI Training' clause that explicitly defines 'Deliverables' as excluded from any datasets, training sets, or algorithmic development processes.

How does TermScore help with this?

TermScore automatically scans your contracts to identify missing AI-training restrictions and highlights risky clauses that grant agencies broad usage rights.

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 for AI model training

To legally restrict agencies from using your freelance work for AI model training, you must include explicit, restrictive language in your Master Services Agreement (MSA) or Statement of Work (SOW). Standard 'Work for Hire' clauses are no longer sufficient to protect your intellectual property from being ingested into large language models.

The Legal Necessity of AI-Specific Clauses

Standard intellectual property (IP) assignments often grant the agency a 'perpetual, irrevocable license' to use deliverables. In the era of generative AI, this language is a loophole. Agencies can argue that 'using' the work includes feeding it into a proprietary model to improve performance or generate future outputs.

Why Standard IP Clauses Fail

Broad Usage Rights: Many contracts grant the agency rights to use work for 'internal business purposes,' which now includes AI training.
Data Ingestion: Without an explicit ban, agencies may claim that training a model is a 'transformative use' of your data.
Lack of Definition: Most legacy contracts do not define 'AI,' 'Machine Learning,' or 'Algorithmic Training,' leaving the door open for interpretation.

Key takeaway: If your contract does not explicitly mention AI, machine learning, or data mining, you have not effectively restricted the agency from using your work to train their models.

Action Item: Audit your current contracts for the phrase 'internal business purposes' and replace it with a restrictive definition that excludes AI training.

Drafting Enforceable Restrictions

To effectively block AI training, your contract must address the specific mechanism of data ingestion. You need to define the scope of the agency's license to exclude any form of automated processing for model development.

Essential Contractual Language

Define Deliverables: Explicitly state that all deliverables are 'Proprietary Assets.'
Restrictive Covenant: Include a clause stating: 'Agency shall not use, process, or ingest any Deliverables into any machine learning model, artificial intelligence system, or automated data training set.'
Indemnification: Require the agency to indemnify you against any IP infringement claims resulting from their unauthorized use of your work in AI models.

Clause Type	Standard Language (Risky)	Restrictive Language (Safe)
Usage Rights	'Perpetual license for any use.'	'License for specific project use only; AI training prohibited.'
Data Handling	'Agency may use data for internal purposes.'	'Agency shall not use data for model training or ingestion.'
IP Ownership	'Work for hire.'	'Work for hire; no rights granted for AI development.'

Action Item: Add an 'AI Training Exclusion' addendum to all active SOWs immediately.

Jurisdictional Considerations and Enforcement

While contract law is generally consistent, enforcement varies by jurisdiction. In the US, the 'Work Made for Hire' doctrine under the Copyright Act provides a strong foundation, but it does not automatically cover AI training rights unless specified.

Key Enforcement Factors

Explicit Prohibition: Courts are more likely to uphold a contract that specifically mentions the prohibited technology.
Notice: Ensure the agency signs the document acknowledging the restriction.
Remedies: Include a 'Liquidated Damages' clause if the agency is found to have used your work for AI training, as proving actual financial loss can be difficult.

Key takeaway: Always include a 'Right to Audit' clause, allowing you to request documentation on how your data is being stored and used by the agency.

Action Item: Consult with local counsel to ensure your 'Liquidated Damages' clause is enforceable in your state or country.

Monitoring and Compliance

Even with a strong contract, monitoring is difficult. Agencies often use third-party sub-processors to handle data. Your contract must extend these restrictions to any subcontractors the agency employs.

Checklist for Agency Compliance

Subcontractor Clause: Ensure all subcontractors are bound by the same AI-training restrictions.
Data Deletion: Require the agency to certify the deletion of your data upon project completion.
Transparency: Require the agency to disclose if they are using any third-party AI tools to process your deliverables.

Action Item: Update your standard vendor onboarding packet to include a mandatory 'AI Usage Disclosure' form.

How TermScore Simplifies Contract Protection

Manually reviewing every contract for AI-related loopholes is time-consuming and prone to human error. TermScore uses advanced AI to instantly analyze your agreements, identifying missing restrictive covenants and highlighting problematic language that could expose your work to unauthorized AI training. By using TermScore, you can ensure your IP remains protected without needing to be a legal expert.