The UK government updated the Advisory AI Growth Lab for legal services on 27 August 2026, adding a privacy notice and material from its applicant webinar. Applications remain open for the regulatory-support programme, which is designed to help legal-sector innovators develop and deploy artificial intelligence responsibly.
Legal services is the first focus of the Growth Lab. The programme brings together government and four regulators: the Legal Services Board, Solicitors Regulation Authority, Council for Licensed Conveyancers and Information Commissioner’s Office.
What is the AI Growth Lab?
The Lab is an advisory regulatory sandbox. It does not suspend legislation or grant a product immunity from enforcement. Instead, selected participants receive coordinated support to understand how existing legal and regulatory frameworks apply to their proposed AI service.
The policy objective is to accelerate responsible adoption while improving the quality, speed and affordability of legal services. The programme also links innovation to access to justice, rather than treating deployment speed as the only measure of success.
Who can apply?
The published guidance is aimed at organisations developing or deploying AI products or services for the legal sector. Applicants must explain the problem they are addressing, the role of AI, the expected public benefit and the regulatory questions that are preventing or delaying responsible deployment.
Selection is not the same as regulatory approval. Participants remain responsible for compliance, and support is limited to the issues and regulators within the programme’s scope.
Which legal risks remain relevant?
An AI legal service may engage several overlapping duties. Depending on the product and user group, these can include professional conduct, client confidentiality, data protection, consumer protection, equality and duties connected with court proceedings.
The Information Commissioner’s Office can help participants consider personal-data processing, transparency and governance. Legal-services regulators can address questions about supervision, competence, accountability and the delivery of regulated legal work.
The Lab’s multi-regulator structure is important because a single product may raise more than one category of legal risk. Advice from one regulator does not remove obligations enforced by another.
What changed on 27 August?
The government page was updated to include a dedicated privacy notice and content from the 10 August applicant webinar. These additions provide more information about the programme’s handling of applicant information and the practical application process.
The update does not create a new AI statute or replace the rules governing solicitors, licensed conveyancers or personal data. It improves the operating guidance for a live regulatory-support programme.
What should applicants prepare?
A strong application should describe the intended user, the decision or task supported by AI, the data involved and the safeguards planned for foreseeable harms. Teams should also identify specific regulatory questions rather than asking for a general endorsement of the product.
Useful preparation includes documenting human oversight, testing and monitoring, complaint routes, information security, data retention and the limits communicated to users. These materials will also help demonstrate that responsible deployment is part of product design rather than a late compliance exercise.
This article is for general information only and is not legal advice.