Industries

Where AI is changing the maths for real businesses, industry by industry.

Accountants and bookkeepers

Most accountancy and bookkeeping practices are not short of clients. They are short of hours. AI tools can take some of the repetitive admin off your desk, but they need supervision, and they will not replace the judgement your clients pay you for.

Dental practices

Most UK dental practices run on a small team doing a large amount of admin between patients. AI tools can take some of that load, mainly around the phone, recalls, notes and compliance paperwork. This page sets out where the practical gains are, what it realistically costs, and what to check before you buy.

E-commerce brands

Most UK e-commerce brands are not short of data, they are short of hours. The gains from AI here tend to be unglamorous: less time spent on product copy, repetitive customer questions and stock admin, and quicker answers from the numbers you already have. This page covers the jobs worth automating first, and the ones to leave alone for now.

Estate and letting agents

A large share of agency work is repetition: the same enquiries, the same listing copy, the same reminders to landlords and contractors. AI tools are useful where that repetition is predictable, and less useful where judgement, negotiation or a difficult conversation is required. This page sets out the tasks worth automating first, and the ones to leave alone for now.

Law firms

Most UK law firms are not short of work. They are short of hours that can be billed. The practical use of AI in a law firm is narrow and unglamorous: taking repetitive drafting, chasing and filing off fee earners' desks, while judgement, advice and the client relationship stay firmly with your people.

Recruitment agencies

Recruitment is still a people business, and AI will not change that. What it can do is take some of the repetitive admin off your consultants: screening, formatting, drafting adverts, chasing replies and keeping records current. Used sensibly, the aim is simply to give your team more of the day back for talking to candidates and clients.

Restaurants and takeaways

Running a restaurant or takeaway means juggling suppliers, staff, bookings and reviews, usually with very little spare time. AI will not run the kitchen for you, but it can take some of the repetitive admin off your plate. Below are the jobs where owners most often find it pays for itself, and what to check before you commit to anything.

Trades and home services

Running a trade or home services business means the work that pays is often the work you are not doing, because quoting, chasing and sorting the diary got in the way. AI tools can take a slice of that admin off your hands, and the useful ones tend to be fairly boring: drafting quotes, replying to enquiries, tidying up job notes. Here is where they genuinely help and where they do not.