Legal AI, without the hype.

A practical guide for law firms in England and Wales. Understand where legal AI may help, where the risks sit and how to test one workflow safely.

No email address or client data is required. The guide is operational guidance, not legal advice.

A practical starting point

Start with the work, not the software.

The guide turns a broad AI discussion into one bounded operating decision.

01

Choose one use case

Name a repeated task, the person responsible and the evidence that would show whether change is useful.

02

Set the boundary

Keep confidential information out until the tool, purpose, processor route and access controls have been approved.

03

Test and verify

Use representative non-client material, define failure conditions and require qualified review before anyone relies on an output.

The risks

Know what must stay human.

  • professional judgment and final responsibility
  • confidentiality and privilege decisions
  • verification of legal authorities and facts
  • fairness, bias and client-impact review
  • supplier and information-security assessment

The operating method

Make the first test reversible.

  • freeze the current workflow baseline
  • name the owner and reviewer
  • use a controlled sample
  • record errors, corrections and time
  • fix, buy, pilot or leave it alone

Apply it to one workflow

Move from reading to a measured decision.

Use the browser-only score to test whether a repeated workflow has enough evidence, ownership and control for a closer look.

The rules Margo Legal works to.

Margo Legal works on one defined workflow at a time and keeps every source and assumption visible.

Read how we work