Draft an AI model and data licence that matches how the technology and information are actually used

Because AI arrangements often involve more than ordinary software access. You may be licensing a trained model, a dataset, access to outputs, fine-tuning rights or a combination of these. A dedicated licence can set out who may use the asset, for what purpose, whether retraining or benchmarking is allowed, what happens to outputs and what stays confidential. Without that clarity, commercial discussions can drift into uncertainty around ownership, permitted use and liability. The document helps structure those issues in one place rather than leaving them to implication or inconsistent side emails.

AI licences often need to deal with points that ordinary content or software forms do not handle well. That can include training-use permissions, restrictions on reverse engineering, access controls, output ownership, rights in derivative models, onward sharing, audit rights and what happens when the licence ends. It may also need to address the provenance of the data being used and whether third-party materials sit underneath the licensed asset. The document needs to line up with your actual privacy practices, including how information moves through the business, not just on the label given to the deal.

Important details include what exactly is being licensed, where the training data came from, whether personal or sensitive information is involved, whether the customer gets internal-use rights or broader commercial rights, and whether the arrangement includes APIs, hosted access, downloadable datasets or model weights. It also matters whether outputs are central to the deal and whether third-party tools or licences sit in the background. The practical working model can be just as important as the contract wording, so a short description of the real workflow is often just as important as the commercial headline terms.

A template may be a starting point for a very simple arrangement, but it often misses the issues that make AI deals commercially sensitive. For example, a generic form may not deal properly with retraining rights, use of customer inputs, restrictions on model evaluation, ownership of generated outputs or the limits on sharing data with affiliates or subcontractors. It may also assume a cleaner IP position than the facts support. If the arrangement involves valuable datasets, model access or customer reliance on outputs, a more specific licence is usually the safer approach.

No. This service covers the licence document itself and legal input connected to that document. Approval depends on the relevant regulator or authority, and Where an external authority is involved, we will help you understand what may be needed for your situation.. In some AI projects, the contract is only one part of the wider legal picture, especially where data governance, internal controls or sector-specific regulation are also relevant. This service Your lawyer will explain the practical position and your options in plain English. or replace broader implementation work.

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