What does an AI consultant do for a UK business?

What should you expect an AI consultant to deliver?

Something you can use on Monday. For a finance or operations team, that means a job people used to do by hand now runs through a system, to the same standard, with the same sign-off. Anything less is a promise about what might happen later.

A great deal of what is sold under the name "AI consultancy" is a document: an assessment of where you are, a roadmap of where you could go, a feasibility study of what might work. Those documents are not worthless, but they leave the hardest part, actually changing the work, to a busy firm that hired help precisely because it lacked the time. Aldbry does not sell documents. It builds a working system, live in your business once your team signs it off.

Why hasn't buying AI licences changed anything?

Many firms have already paid for Copilot, ChatGPT or similar, and the week looks the same. That is not because the tools are poor. It is because a tool is not a process. A fee earner with a chat window still has to find the right file, remember the house style, rebuild the structure of the document and check every figure by hand. The tool helps with a sentence here and there. The job itself is unchanged.

More training on prompting does not close that gap. What closes it is rebuilding the job so the right inputs, templates and checks are joined up before anyone opens a window. That is consultancy work, but it is design and build work, not advice. The guide a tool is not a process goes further into why.

How do you judge an AI consultant before you hire one?

Ask questions that separate delivery from commentary:

• What will be running at the end? A named process, in use, or a report about processes?
• How is the fee set? A fixed fee tied to a defined outcome puts the risk on the consultant. Open-ended time and materials puts it on you.
• What have they built themselves? Ask for systems that are running now, described plainly, not logos.
• Who reviews client work? Anything going to a client should be approved by a named person in your firm. A consultant who suggests otherwise does not understand accountable work.
• What happens to your clients' information? You should hear a clear answer on confidentiality and on UK GDPR before anything is shared.

There is a longer list in questions to ask an AI consultant, and a way to weigh the answers in how to compare AI consultancies.

What do Aldbry's answers look like?

At the end, one process is live and your team is using it, after a parallel run that compares its results with the way the work is done today. The fee is fixed and agreed in writing before work starts, and nothing goes live until your team signs it off. It is set by how many steps the process has, how many documents and templates feed it and what it has to connect to. After go-live, a subscription covers hosting, support, monitoring, a monthly performance report and a quarterly review.

On building: the team has built and shipped systems that are running now, including process automation built across an agency, running from ideation through content production to publishing. Each one reads what comes in, applies agreed rules and hands a person the items that need judgement, which is the same shape as the finance and operations work we build for now.

On review: AI drafts; people approve. A named person signs off anything that goes to a client. On confidentiality: we work under whatever confidentiality agreement you use with any other supplier, and nothing you share is used for anyone else.

Who is the team behind the work?

You work with the people who build it. There are no account managers between you and the build: the team that scopes your system builds it, connects it and supports it, and rule changes are handled as part of support. The team has run deadline-driven, document-heavy work itself, and builds automated systems that are in daily use. They know what a reviewer looks for and why a late report costs more than the hours it took. About Aldbry has more.

Where does a UK firm usually start?

With the process costing you most. For most businesses that is accounts payable: invoices read, checked, matched and routed for approval. Others start with reporting, supplier records, or compliance and audit evidence. The audit estimates which one is costing your firm most, using your own headcount and charge-out rate, and shows every assumption it makes. That answer becomes the starting point for scoping the rebuild.