Law has a sharp AI cautionary tale (courts sanctioning fabricated citations) and a real productivity opportunity. The difference is discipline. Here’s how UK firms can adopt AI in 2026. (dgm implements osFoundry as an independent partner; legal judgement stays with the solicitor.)

Where AI helps

  • document review and due diligence;
  • drafting (first passes);
  • client intake capture;
  • administrative automation; and
  • legal-knowledge retrieval.

AI accelerates first-pass work so fee-earners focus on judgement. Per the SRA’s report, around three-quarters of the largest firms were using AI, with adoption growing across firm sizes.

The SRA stance

The SRA published a Risk Outlook on AI and takes a technology-neutral, “open mind” stance — guidance on issues as they arise, not prescriptive rules. The Law Society publishes practical guidance (“Generative AI – the essentials”). The duties that matter: accuracy, confidentiality, and continued accountability.

Accountability and verification

The non-negotiable: solicitors remain accountable to clients regardless of AI use. Every AI output — especially citations or anything relied upon — must be verified by a solicitor. AI can produce confident but fabricated content, so human verification is a professional necessity, not optional. (See human in the loop.)

Confidentiality and privilege

Client confidentiality and legal professional privilege require keeping matter data controlled — self-hosting or an EU region rather than consumer tools, minimising what AI processes, and preventing staff pasting confidential or privileged material into public AI.

Where osFoundry and dgm fit

dgm builds confidentiality-aware, data-controlled AI on osFoundry: matter data stays in the firm’s control (self-hosting or an EU region — it publishes US/EU/JP regions, not a UK one), bring-your-own-key so data isn’t sent to consumer tools, audit logging, and workflows that build in human verification of outputs and citations.

dgm is an independent integration partner with zero integrations so far — no firm case studies to claim. Legal judgement and accountability stay with the solicitor. To scope a confidentiality-aware legal AI project, book a consultation with dgm. Not legal advice.