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AI for law firms

Find where AI pays off in your firm, then prove the return in pounds. The full loop for UK firms, from connected assessment to proof under the SRA's rules.

The difference

Plenty of vendors will tell you where AI could help. We build it, and prove the pounds.

Reading your real systems is table stakes now. The gap nobody else closes is the far end of the loop: building the agents and putting a number on what they returned. That number is how you know it worked, and how you defend it to a client, a regulator, or the board.

How Graft works

From guesswork to proof, in five steps.

One connected loop, run end to end for your firm. We find where AI pays off, build the agents that capture it, and prove the return.

01

Assess

We connect to the systems your firm already runs on and read how matters really move, instead of asking fee-earners to fill in a survey.

02

Recommend

You get a ranked shortlist of where AI pays off in your firm, and what each opportunity is worth.

03

Build

We build the agents to capture it. Fixed scope, no open-ended retainer.

04

Run

They work against real matters, with a solicitor in the loop and an audit trail behind every step.

05

Prove

We measure what they save in pounds, every month. If it isn't working, you'll know first.

Built for the rules you work under

Made for the SRA’s AI warning notice

On 17 August 2026 the SRA warned the profession about two AI failures: client data in public tools, and hallucinated citations reaching court. Graft’s job is to make both visible and prove they are under control.

Shadow AI and confidentiality

The notice's first worry is client data going into public tools with no safeguards. Graft surfaces where AI is already used across the firm, including the shadow use on personal accounts, mapped to the matters and data it touches. You see the exposure instead of guessing at it.

Hallucinations and oversight

The second is invented citations reaching a court without review. Graft shows where AI sits in each workflow and whether a human check is in the loop, so you have the oversight trail the SRA asks for rather than a policy nobody can evidence.

Graft helps you see and prove where AI is used. It is not legal or regulatory advice, and Graft is not a law firm. Your obligations under the SRA Standards and Regulations stay with your COLP, COFA, and solicitors.

Read the full response →
Where AI pays off

The places we usually look first

Every firm is different, so the assessment finds the real opportunities in yours. These are the areas that surface most often.

Document review and disclosure

Triaging large document sets and flagging what a person needs to read first.

First drafts

Routine correspondence and standard clauses, drafted for a fee-earner to check and finish.

Matter intake

Structuring new enquiries and surfacing the checks a matter needs before it opens.

Time capture

Turning the day's work into accurate, well-written time narratives.

Know-how and precedent

Finding the right precedent or past advice across the firm's own knowledge.

Bundles and chronologies

Assembling first-pass bundles and case chronologies from the matter file.

Related reading

More for law firms

How to respond to the SRA's AI warning notice

The trap firms fall into, and the response that lowers risk without banning AI.

Read it →

Shadow AI in law firms

How to find the AI use already happening off your network, before it finds you.

Read it →

Is ChatGPT confidential for lawyers?

What happens to client data in a public model, the privilege risk, and the tier distinction that matters.

Read it →

Hallucinated citations and court sanctions

When AI invents case law, what the courts have done about it, and the one check that prevents it.

Read it →
Start here

See where AI already pays off in your firm.

The connected assessment is free. It reads your real systems and hands back a ranked shortlist of where AI earns its keep.

Get your free assessment