The evidence so far

AI is no longer an experiment for most organisations. In McKinsey's 2026 survey, nearly nine in ten reported regular use of AI in at least one business function1. In a large study of customer support agents, access to an AI assistant raised the number of issues resolved per hour by 14% on average, and by 34% for newer, less experienced staff2.

McKinsey estimates that current technology could, in principle, automate activities that take up 60 to 70% of employees' time3. In principle is the important phrase. The value comes from picking the right activities.

Where AI pays off first

  • Answering the same questions. Prices, opening hours, availability, directions and policies. A chat agent on your website or WhatsApp can answer these from your own information at any hour, and 74% of consumers expect service around the clock4.
  • Responding to every lead. Automation can add a new enquiry to your CRM, alert your team and send the customer a reply within minutes, so no lead waits until Monday.
  • Moving data between tools. Bookings to spreadsheets, orders to invoices, form entries to email lists. Tools such as n8n and Zapier connect systems that do not talk to each other.
  • Drafting at scale. Product descriptions, ad variations, first drafts of translations and image edits, checked by a person before they go live.
  • Turning numbers into answers. A dashboard that combines sales, ads, website and booking data, with alerts when something changes.
A baker shaping dough by hand
Some work should stay in human hands.
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Where to keep people in charge

  • Judgement calls. Refunds, complaints, price exceptions and anything that needs context about a specific customer.
  • Relationships. Your best customers and partners should hear from a person.
  • Anything that can hurt a customer if it is wrong. Medical, legal and financial advice, and any promise your business must keep. AI tools can sound confident when they are wrong.

Customers also want to know when they are talking to AI, and 72% say it is important to know5. Every agent we set up says what it is and hands over to a person when needed.

How to start without wasting money

Pick one process that takes the most time or loses the most customers. Write down how it works today and what good looks like, for example replies within five minutes, or two hours a day saved.

Set it up with your own information and clear rules about what the AI may answer, what it must hand over and what it must never say.

Run it with a person reviewing the output, measure it for a few weeks, then decide whether to expand it. Once the first process works, the second and third are faster to set up.

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