Where the demand is: a UK mid-market buyer pool stuck on proving AI ROI

The demand for AI in the UK mid-market is real, active and unproven, which is exactly what makes it an opportunity. In aibl’s survey of 755 UK mid-market leaders, only about half can show a measurable return on AI. The other half are already spending and cannot yet prove it pays, and they know it.

Half the market is spending without proof

This is not a market that needs persuading AI matters. In aibl’s survey of 755 UK mid-market leaders, roughly half report a measurable return; the rest are investing without one. The appetite is there and the budgets are moving.

For a vendor, that reframes the job. The buyer does not need convincing to start. They need help turning a start into a return they can show, which is the harder and more valuable problem to solve.

Most buyers are stalled, not scaled

The largest group in the market has a little AI in one or two places and nothing scaled. In the survey, these stalled companies report just 21% measurable ROI, against 62% for those that have spread AI across functions with real depth.

The distance between the two is not a tooling gap. It is governance, measurement and capability. A vendor who helps a stalled buyer move toward scaled is selling the outcome the data says they are missing.

The gap is governance and measurement, not tools

Sort companies by how mature their AI governance is and the share showing a return climbs from 22% with no governance to 85% where it is mature and embedded, a 63-point swing on much the same tools.

So the buyer stuck at 22% does not need a different platform. They need the measurement, controls and accountability that make a return provable. That is the gap, and it is one vendors can help close.

Capability is the second half of the gap

Governance alone gets a company only so far. In the survey, firms strong on both governance and capability reach 81% measurable ROI, while those with neither sit at 15%. Capability is built in-house: teams that trained their own people reached 73% against 14% for consultant-led ones.

For a vendor, that is a caution and an opening. Selling capability the buyer never absorbs does not move the number; helping them build it does, and it is what makes the return stick.

What the demand gap means for vendors

Aim at the proof problem, not the adoption one. The buyer has started; what they cannot do is show the return, and that is where budget unlocks and expansion follows.

Position around governance, measurement and capability building rather than features. In a market where half cannot prove ROI, the vendor who reliably closes that gap is the one buyers keep.

Frequently asked questions

Get the free vendor guide: The AI vendor’s guide to the UK mid-market buyer →