Five Practical AI Workflows for UK Businesses

The most useful way to use AI in a UK business is to pick one task you repeat every week and turn it into a fixed workflow: the same inputs, the same prompt, the same checks. Below are five workflows you can run with any general AI assistant, such as ChatGPT, Microsoft Copilot, Google Gemini or Claude. Each has what you need, the steps, a prompt to copy and what to check before anything goes out.

In short

• A workflow beats a one-off prompt. Same inputs, same prompt, same checks, every time.
• AI writes the first draft. A person checks facts, prices and tone before it is sent.
• Remove names, addresses and phone numbers before you paste anything in, unless your plan and your data checks allow it.
• Save your best prompts in one shared document so the whole team gets the same results.

The mistake: treating AI as a magic box

Most people use AI the way they use a search engine. They type a short question, take whatever comes back, and move on. The results are hit and miss, so they give up.

Businesses get steadier results when they treat AI like any other process. Decide what goes in, what should come out, and who checks it. That is all a workflow is.

If you have not picked an assistant yet, start with the one built into the email and office software you already use. Our AI for business hub explains the options, and the tools section compares prices.

Before you start: three rules for every workflow

• Personal data: UK GDPR (the UK’s data protection law) applies when you put customer or staff details into an AI tool. Check whether your plan uses your chats to train its models, and turn that off if you can. The Information Commissioner’s Office (ICO) has guidance on AI and data protection.
• Facts come from you: AI tools can state wrong things confidently. Give it your prices, dates and details, and tell it not to invent anything.
• Regulated work: if you are an accountant, solicitor, estate agent or financial adviser, check your professional body’s guidance before using AI with client work.

Workflow 1: turn an enquiry into a quote reply

For example, imagine a two-person electrical firm that gets a dozen enquiries a week through its website. Many are vague. The aim is a fast, clear reply that either gives a price range or asks for exactly what is missing.

What you need

• The enquiry text, with the customer’s name and contact details removed.
• Your price list or typical price ranges.
• Your standard terms: call-out charge, what is included, how long quotes are valid.
• Your availability for the next fortnight.

Steps

1. Copy the enquiry and remove personal details.
2. Paste your price list and terms into the prompt below. Keep a saved copy so you do not retype it each time.
3. Run the prompt and read the draft.
4. Correct any price, date or promise that is wrong.
5. Paste the reply into your email, add the customer’s name and send.

Copy-ready prompt

Copy this prompt: You are helping me reply to a customer enquiry for my [type of business] in [town]. Here are my prices: [paste]. Here are my terms: [paste]. My next available dates are: [dates]. Here is the enquiry: [paste]. Write a reply in British English, under 180 words. If I have enough information, give a price range from my price list and say what it includes. If not, list the exact questions I need answered to give a price. End by offering two of my available dates. Do not invent prices, discounts or guarantees.

What to check before sending

• Every price matches your list, and any totals are correct. Do sums yourself.
• Dates are ones you can actually do.
• No promises you would not make yourself, such as “same day” or “guaranteed”.
• The tone sounds like you. Edit any phrase you would never say.

Workflow 2: weekly social posts from one job or photo

One finished job can give you several posts: the problem, the fix, a tip, and a question for followers. This workflow turns one job into a week of posts.

What you need

• One recent job and a few lines about it: what the problem was, what you did, what the customer said.
• One or more photos, with the customer’s permission to post them.
• The platforms you use, such as Facebook, Instagram or LinkedIn.

Steps

1. Write three or four lines about the job in your own words. No customer names or addresses.
2. If your assistant accepts photos, upload one. If not, describe what the photo shows.
3. Run the prompt below.
4. Pick the posts you like, edit them, and schedule them across the week.
5. Keep a note of which posts get enquiries, not just likes.

Copy-ready prompt

Copy this prompt: I run a [type of business] in [area]. Here is a job we finished this week: [describe it]. [The attached photo shows / Here is a description of the photo: …]. Write four short social posts for [platform] from this one job: (1) before and after, (2) one practical tip for customers related to the job, (3) a common mistake people make with this problem, (4) a simple question to start a conversation. Each post under 80 words, British English, no hype, no more than three hashtags. Do not mention the customer or their exact location.

What to check before sending

• You have the customer’s permission to use the photo, and nothing in it shows a house number, car registration or face you should not share.
• Any tip is safe and correct for your trade. If it touches on safety, check it yourself.
• No claims you cannot back up, such as “best in town”.

Workflow 3: meeting notes to action list

Meetings, site visits and supplier calls often end with nobody sure who is doing what. This workflow turns rough notes or a transcript into a short summary and a list of actions with owners.

What you need

• Your notes, or a transcript from your video call software or a meeting notes tool.
• The names or roles of the people involved.
• If you recorded the meeting: everyone told at the start that it was being recorded.

Steps

1. Paste your notes or transcript into the assistant. Remove anything personal that is not needed for the actions.
2. Run the prompt below.
3. Check the actions against your memory of the meeting.
4. Send the summary and action list to everyone who attended within a day.
5. Paste the actions into wherever you track work, such as a shared spreadsheet or task app.

Copy-ready prompt

Copy this prompt: Here are notes from a meeting about [topic] with [roles of attendees]: [paste notes or transcript]. Write: (1) a summary in no more than four sentences, (2) a list of decisions made, (3) a table with columns Action, Owner, Deadline. Only include actions that were actually agreed. If an owner or deadline was not agreed, write “Not agreed”. Then list any open questions that still need an answer. British English.

What to check before sending

• Every action was really agreed, and nothing important has been left out.
• Owners and deadlines are right. “Not agreed” items need chasing, not guessing.
• Nothing sensitive (pay, health, a complaint about a person) is in a summary going to people who should not see it.

Workflow 4: summarising and replying to reviews

Reviews tell you what customers value and what annoys them. This workflow does two things: it pulls themes out of a batch of reviews, and it drafts replies.

Replies matter because other customers read them. Google’s Business Profile help says that once a reply is approved it is posted publicly under the customer’s review, and the customer is notified.

What you need

• Your recent reviews, copied from Google, Facebook or wherever you get them.
• How you want to sound: friendly, formal, brief.
• Who customers should contact about a complaint, and how.

Steps

1. Copy your last 20 to 30 reviews into a document. Remove reviewer names if you are using a personal AI account.
2. Run the first prompt below to get themes.
3. Pick one thing to fix or to promote based on the themes.
4. For each review that needs a reply, run the second prompt.
5. Edit, then post the reply yourself on the review platform.

Copy-ready prompts

Copy this prompt (themes): Here are recent customer reviews of my [type of business]: [paste]. Summarise: the three things customers praise most, the three things they complain about most, and one practical change I could make this month. Quote short phrases from the reviews as evidence. Do not invent anything not in the reviews.

Copy this prompt (reply): Draft a reply to this review: [paste review]. Thank the reviewer, respond to their specific points, and keep a calm, polite tone. If it is a complaint, apologise for their experience without admitting fault and invite them to contact [contact method]. Under 80 words, British English, no personal details.

What to check before sending

• The reply responds to what the customer actually said, not a generic thank you.
• It does not reveal anything about the customer or their job that they did not mention.
• If the complaint could become a legal or insurance matter, get advice before replying.
• Never use AI to write reviews of your own business or a competitor’s. The Competition and Markets Authority (CMA) publishes guidance on fake reviews for businesses.

Workflow 5: writing a job advert and interview questions

Hiring is high stakes for a small team. AI can produce a clear advert and a consistent set of interview questions, so every candidate is judged on the same things.

What you need

• The job title, pay, hours, location and start date.
• The essential skills, and the nice-to-have ones, kept separate.
• What a normal week in the job looks like.
• Anything candidates must provide, such as proof of right to work in the UK or references.

Steps

1. Write the details above in plain notes.
2. Run the prompt below.
3. Check the advert wording against the Acas advice listed below.
4. Use the same interview questions and scoring notes for every candidate.
5. Advertise in at least two places. Acas suggests this to reach a wider range of people.

Copy-ready prompt

Copy this prompt: Write a job advert for a [job title] at my [type of business] in [town]. Pay: [amount]. Hours: [hours]. Start date: [date]. A normal week involves: [describe]. Essential: [list]. Nice to have: [list]. Candidates will need to provide: [list]. Use inclusive language that describes the job, not the type of person. Avoid phrases that suggest an age, sex or nationality. Keep it under 350 words, British English. Then write eight interview questions that test the essential skills, each with a short note on what a good answer would include.

What to check before sending

• No wording that suggests a preferred age, sex or nationality. Acas warns that phrases such as “recent graduate” or “highly experienced” can suggest an age preference, and that gendered job titles imply a preferred sex.
• If a language is needed for the job, state the language, not a nationality, as Acas advises.
• Every essential requirement is genuinely needed for the job and you could explain why.
• The advert says how you will use applicants’ personal information.
• Pay and hours are exactly right. Do not let the AI round or “improve” them.

How to make these stick

Start with the workflow you need most this week, not all five. Run it for a month. Save the final prompt, with your prices and details already filled in, somewhere the whole team can find it. If it is not making the job easier after a month, drop it.

You will find more guides in our guides section, and plain-English definitions in the glossary.

The takeaway

AI is most useful when it is boring: the same job, the same prompt, the same checks every week. Build one workflow properly before you add another.

Your next step

Want the working kit? The Whito AI Starter Toolkit is a 39-page PDF with a 30-day plan, a staff AI policy to adapt, a UK GDPR checklist and 40 copy-ready prompts. £29, instant download.

Prefer to keep learning for free? Get Whito Insights, our free email on what changed in AI and what it means for UK businesses.

More from AI for UK business

• A beginner’s guide to AI for business
• How to introduce AI into your business
• 50 ways to use AI in your business
• 10 practical ways to use ChatGPT
• Best AI tools for UK businesses
• AI for accountants
• AI for estate agents
• AI for tradespeople
• AI for professional services
• All AI for UK business guides

Sources

• ICO, Artificial intelligence guidance, read 9 November 2026
• Google Business Profile Help, Manage customer reviews, read 9 November 2026
• CMA, Fake reviews guidance (CMA208), read 9 November 2026
• Acas, Advertising a job, read 9 November 2026
• Acas, How employers should recruit, read 9 November 2026

Whito

Whito is an independent UK research publisher. We publish research on how UK businesses are found, trusted and priced: what they cost to market, how their sectors work, and who actually gets recommended. Studies are free to read, every figure carries the date it was checked, and nobody pays to appear.

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