Insights & Resources, page 5

An AI reviewer once matched 94% of NDA issues in 26 seconds, against 92 minutes for lawyers. Here is how UK mid-market firms automate contract review safely, with a person still signing off.

95% of enterprise AI pilots deliver no measurable return (MIT, 2025). This is the phased AI implementation roadmap UK companies use to move a pilot past the demo and into production.

MIT found 95% of enterprise AI pilots showed no measurable return, with the best results in the back office. Here is where mid-market companies should point AI first, and how to prove the payback within a quarter.

61% of UK lawyers now use generative AI, and the High Court has already dealt with fake citations. A practical map of what legal teams can automate safely, and what stays human-led.

75% of UK financial services firms already use AI, yet only a third fully understand it. Where AI pays off by function, and what the FCA actually expects of your governance.

98% of UK practices now use AI in some way. Here are seven use cases that actually pay back for accountancy firms, and where a qualified person still signs off.

Salesforce expects AI to resolve half of service cases by 2027, up from about 30% today. Here is the cost model to size the saving against your own ticket volume.

78% of organisations now use AI in at least one function, but only a third have scaled it. Here are 12 enterprise AI use cases mid-market companies are actually deploying in 2026, sorted by effort and impact.

Gartner expects at least 30% of generative AI projects to be abandoned after proof of concept. A tight proposal and statement of work is what keeps the delivery risk with your supplier, not you.

Gartner expects around 30% of GenAI projects to be abandoned after the pilot, and rollout is usually why. A step-by-step Claude Enterprise implementation checklist: SSO, SCIM, permissions, connectors, training and governance.

Businesses lose up to 21.3% of productivity to document problems. Here is where AI document processing and workflow automation pays back first in mid-market finance and legal ops, and how to scope a first project.

Only 18% of finance teams close in three days. A practical month-end close automation checklist: where AI helps (reconciliations, commentary, evidence) and where sign-off must stay human.

Processing an invoice by hand costs $10–15; automated, it drops to $2–3. A practical guide to AP workflow, OCR, ERP posting, tools and ROI for UK mid-market finance teams.

Named UK AI consulting firms compared for 2026: what each is best at, where each is wrong, and what the Accenture-Faculty deal changed. No paid placements.

An independent AI consultant charges £500 to £1,200 a day; an in-house hire starts near £70,000. Here is how UK firms choose between a consultant, a consultancy and building a team of their own.