The UK government launched its AI Growth Lab on 8 June 2026, with legal services and conveyancing named as the first target sector. Announced at London Tech Week’s AI Adoption Summit and run by DSIT (the Department for Science, Innovation and Technology), the Lab brings together the ICO, the Solicitors Regulation Authority, the Council for Licensed Conveyancers and the Legal Services Board to help businesses test AI products in real-world conditions under regulatory supervision.
For UK SMEs — whether you are a small law firm, a conveyancer, or a business owner who relies on legal tools for contracts and compliance — the AI Growth Lab signals that the government is actively trying to accelerate responsible AI adoption in one of the most document-heavy, regulation-sensitive sectors in the economy.
What the AI Growth Lab actually does
The Lab operates as an advisory sandbox. Legal tech companies and AI service providers can apply to test their products with real clients and real legal workflows while receiving direct guidance from regulators on how existing rules apply. The idea is to close the gap between “this is technically possible” and “this is legally permissible” for novel AI tools.
Current participants include a conveyancing firm testing an AI tool that analyses property sale packs to flag potential problems before a conveyancer examines them in detail, and Garfield.Law, an SRA-regulated firm that delivers legal services primarily through AI. Both illustrate how AI is moving from a productivity add-on to a core part of how legal work is structured.
Applications for LawTech companies and legal service providers are opening later this summer. If you run a small practice or a legal-tech startup, this is worth watching.
Why SME owners should pay attention
Even if you are not a law firm, this initiative matters for any UK business that regularly deals with legal documents. AI tools for contract review, compliance checking, tenancy agreements, supplier terms and employment contracts are becoming faster and cheaper every month. The AI Growth Lab will accelerate the pace at which tested, regulator-approved AI legal tools reach the SME market.
At the moment, many SME owners rely on expensive solicitor hours for documents that could be handled more efficiently with well-designed AI assistance — or with good template libraries that remove the need for bespoke drafting in the first place. Services like Smallprint already provide ready-to-use legal document templates designed for UK businesses, reducing the time and cost of getting commercial agreements in place without waiting for a solicitor.
As AI tools for legal review and drafting pass through the Growth Lab’s regulatory process and become commercially available, SMEs that already have a handle on their document workflows will be best placed to adopt them effectively.
What to watch for
The Lab’s output will include “clear, practical information on how existing regulations apply to novel AI applications” — guidance that will be valuable for any business evaluating AI-powered legal tools. Expect the ICO to publish updated guidance on AI use in legal and compliance contexts over the summer of 2026 as a direct output of the Lab’s work.
ApplyAI helps UK businesses identify where AI tools can replace manual, time-consuming tasks — including document review and compliance workflows. The AI Growth Lab is a signal that the regulatory environment is catching up with what the technology can already do.
The practical takeaway
If you use legal services regularly — or if you run a legal practice — the AI Growth Lab is worth bookmarking. When applications open this summer, early participants get direct regulator input that could be invaluable for shaping compliant, commercially viable AI tools. For everyone else, keep an eye on the ICO’s upcoming guidance. AI in legal services is moving fast, and the government is now actively accelerating it.
