Crowe's 2026 Law Firm Benchmarking Survey, produced with the Institute of Legal Finance & Management, says 79% of participating firms have committed dedicated funding to AI initiatives. It also says 51% identify profitability and margin improvement as a strategic priority, with attention moving towards cash generation and operational efficiency.
That combination tells you where the bottleneck has moved. The survey records allocated money. It does not prove that tools were adopted well, or that a single hour was recovered.
The implementation question is narrower: which workflow, owned by whom, measured how? Pick one painful process, usually something unglamorous like first-pass review or matter triage. Measure the baseline. Assign an owner. Decide in advance what result would make you adopt, extend or stop.
There is a useful detail in the survey's profit focus. If the goal is margin rather than growth, AI spending has to show up as time saved on work the firm already does, not as a capability it might sell one day. That is a harder test, and a better one.
Budget was the excuse when nobody had any. With nearly four in five participating firms funded, the differentiator is now implementation discipline. Small firms can make decisions quickly. The advantage only counts if the decision is measured and carried through.
Sources
- Legal Futures, "SME firms focus on profit over turnover amid AI spending", 16 September 2026: https://www.legalfutures.co.uk/latest-news/sme-firms-focus-on-profit-over-turnover-amid-ai-spending
- Crowe 2026 survey findings, as reported by Cheltenham Chamber: https://cheltenhamchamber.org.uk/gloucestershire-and-south-west-law-firms-match-london-growth-while-improving-cash-performance-crowe-survey-finds/