Home / Blog / AI goes beyond a department
Blog · AI & organisation

AI goes beyond a single department.

A company is one whole, a whole made up of several departments. A customer travels from the very first contact to the paid invoice straight across all those departments, and every step is a logical consequence of the one before. So zoom out when you deploy AI: look end to end at the whole journey, and put AI where it helps the entire organisation move forward.

The 5% who do see a return share one thing
From MIT's study "State of AI in Business 2025" (Project NANDA, over 300 deployments): the companies that genuinely get value from AI don't bolt it on in isolation, but embed it in the wider workflow and context. That's where the difference sits.

Think from the customer journey

Follow a single customer from start to finish. They begin as a lead and come in as a prospect, through contact with sales, your call centre or your website. You make a quote, and then operations follows: production, delivery, logistics, you name it. In the end finance sends the invoice and makes sure it gets collected, and after that a support process often follows. From lead to collected payment and support: that's one continuous journey. Every stop triggers the next. A bump at the quote you feel again later at delivery, and a slip in the admin shows up as late payments.

22 systems for one transaction
In Harvard Business Review research (2022), employees jumped between 22 applications for a single transaction, around 350 times, and switched screens roughly 1,200 times a day on average. Precisely because the work runs across the whole chain.

So why AI per department?

Here's the snag. If you know the customer journey runs through your whole company, why do we pick our AI per department? Sales wants a tool, finance wants a tool, and each improves its own piece. Every piece gets a little faster, and that's a gain, but the journey as a whole doesn't change. The biggest leap sits exactly on the handovers between the different stops. And if those stay as they were, the chain doesn't get much better.

Take the helicopter view first

Look end to end at the whole customer journey before you make changes. Where does it flow, where does it snag, where does the customer wait? And where is the most to be gained? From that helicopter view you see at a glance where AI delivers the most calm and speed, usually right where the work passes from one hand to the next.

SMEs can do this like no one else

In an SME in particular, a helicopter view like this is very doable. Take the time to zoom out, involve the people responsible for each process step and map the customer journey. Enrich it with data on time spent, lead times and costs, and voilà: suddenly you see it. Keep applauding the individual efforts of people and departments, but make sure there's good coordination, so you keep seeing the whole, the big picture.

Get started

Fancy looking at your customer
journey from above?

We'd be glad to walk the whole journey of your customer with you, from lead to paid invoice, no strings attached. Together you quickly see where it snags between the links, and where the first gain is biggest. Often closer than you think.

Or fill in our contact form.