Training Data Licensing Agreements: Key Terms, Issues, Need for Lawyers

What are Training Data Licensing Agreements?

Training data licensing agreements are legal contracts in which a licensor (the person who owns the data) gives the licensee (or an AI developer) permission to use text, video, or other data to train AI models.

Since they can be quite complex, these agreements contain key aspects to manage the relationship between parties, such as how data will be protected and infringement avoided.

Read the rest of this article to explore why you might require a training data licensing agreement, what’s usually included in these contracts, common issues in them, and when to hire a lawyer for help with reviewing or negotiating them.

Why Do You Need a Training Data Licensing Agreement?

There are many times when a training data licensing agreement is required, such as:

• You’re an AI developer. If you’re using data from third parties, you need their right to use, modify, or commercialize data. Having this agreement will prevent intellectual property (IP) disputes.
• You’re training AI systems in your company. This could involve using data or third-party content to improve your models.
• You want to be clear on liability. You don’t want to be responsible for things that go wrong, such as breaches or infringements. A training data licensing agreement clarifies liability and indemnification to prevent this.

What are Key Terms in a Training Data Licensing Agreement?

A training data licensing agreement usually contains essential components such as the following:

• License. The license is given to the licensee for a specific purpose which must be described.
• Uses. Tasks and activities that are allowed, and those which are prohibited, should be clearly defined so there’s no confusion between parties.
• Data ownership. The party who owns the data must maintain IP rights.
• Termination. This specifies when the contract will end and should specify what happens to the data.
• Payment structures. This explains what the payment will be for using the license, such as ongoing royalties.
• Liability and indemnification. The contract should specify what risks are involved and who will take responsibility for them.
• Data security. This section explains how data will be protected with what security measures. It must comply with relevant laws.

What are Common Issues in a Training Data Licensing Agreement?

Some of the most common issues that can present themselves in a training data licensing agreement include the following:

• Unclear scope of use. The agreement must clearly explain if the data will be used to train or enhance models, and if can be used for commercial reasons. Without this clarity, as a licensee you might accidentally violate the contract terms.
• Lack of data rights. You want to know if the licensor owns the data. Clear ownership prevents misuse and infringement.
• Privacy red flags. If the agreement isn’t aligned with relevant privacy laws and regulations, this can result in legal problems.
• Termination vagueness. If the agreement doesn’t specify what happens to the trained model or data when the contact ends, it can result in issues. For example, you won’t know if they will be deleted or can be reused.
• No third-party infringement provisions. This can leave you vulnerable to the risk of litigation.
• Vague terms. Keep an eye out for any general or vague terms in the agreement that lack specificity. Since they can be misinterpreted, they are worth revising to prevent disputes.
• Lack of documentation. The licensor should provide you with clarity and transparency regarding where the data came from. If not, you shouldn’t enter into an agreement with them as you could be using unlawful data.

Do You Need a Lawyer for a Training Data Licensing Agreement?

A lawyer can help you in various ways with a training data licensing agreement. Here are some that will give you peace of mind when working with data owners or other parties.

Lawyers Can Negotiate Your Contract

You can hire a lawyer to negotiate your training data licensing agreement terms if you want them to be more favorable. Although you can negotiate these yourself by discussing them with the other party, a lawyer is experienced in negotiations and can assist you to know when to push back and when to accept the terms.

A lawyer will suggest clarifying rights and liability so you’re not exposed if there are any issues. They’ll keep the discussion going, preventing mistakes you might make without their expertise. They’ll align all security and compliance obligations with your contract, giving you peace of mind that it’s clear, fair, and legal.

Lawyers Can Review Your Training Data Licensing Agreement

Getting a legal review of your training data licensing agreement can identify any risks you might have missed when reading the contract. There are many other ways in which a lawyer can help you, such as the following.

• They’ll check that you have the legal rights to use the data for training.
• They’ll spot restrictions that can reduce your activities unnecessarily.
• They’ll confirm IP ownership is clear to prevent claims and disputes.
• They’ll ensure that you’re not taking on too many risks, such as for privacy violations, that aren’t your responsibility.
• They’ll confirm that the agreement is aligned with all data and privacy laws.
• They’ll ensure you can walk away from the contract with ease, such as by clarifying your post-termination duties.
• They’ll revise vague language so that it’s clear and specific.

If you need a legal review of your contract, you should contact ContractsCounsel, one of the largest online legal networks connecting clients with experienced, vetted lawyers. All you have to do is follow these steps to get your contract reviewed by a professional lawyer on the platform who is ready to assist you.

1. Go to the ContractsCounsel marketplace.

2. Post your request for a legal review. It’s free.

3. Wait for lawyer bids. You’ll receive multiple bids from lawyers on the platform who will review your contract for a flat fee.

4. Review the lawyers' profiles. Before selecting the best lawyer for your requirements, view information provided on the platform. This includes the lawyers’ locations, their years of experience, their field of expertise, and client ratings for previous projects completed on the platform.

5. After reviewing the lawyers’ profiles, hire the best lawyer for your purposes.