Guides on AI for law firms

These articles are for UK law firms looking at AI in their workflows. They are written for partners, practice managers and fee earners who need a plain view of what is safe to put on a live file, and what still needs a named person.

Small and mid-size practices are the audience, including property and conveyancing teams. The work we have in mind is the work that already moves through the firm: how an enquiry becomes a file, how a date gets an owner, and how a document leaves the building. The notes are practical. They are not a ranking. They are not a product pitch. They are not legal advice. PredictaOps is not a law firm. We do not give legal advice, file in court or replace counsel.

Practical guides on AI for lawyers and how to choose legal AI tools, written for small firms. If you want a system built around one bottleneck, see AI for law firms. If intake, deadlines or document review is the bottleneck, see the Practice Bottleneck Check.

Two articles are on this page. A one-line summary of each follows, then the listing.

AI for lawyers: what is safe to use and where it saves time explains confidentiality, source checks, human review, and the repetitive work where a model can save time without taking the decision.

How to choose legal AI tools is a vendor-neutral buyer's checklist on data, citations, audit trail, human review, exit and pricing, with no best-tool list.

If a tool is going on a live file, start with the first article. If you are comparing vendors, start with the second. Either way, keep one process in view and a person on every output. Neither article is a substitute for judgement on the file. Read the one that matches the decision in front of you, then come back to the other when the next decision appears.