TL;DR

Research published by AWS places UK public bodies ahead of the wider economy on sophisticated AI use, and reports that nearly four in five businesses would move faster if government went first. The supplier making that argument is also among the largest vendors to the sector it is urging to spend more.

What the numbers say

Among public organisations that have adopted AI at all, close to a third have reached what AWS labels the most advanced tier: several models in combination, bespoke builds, or agents carrying out tasks. Across UK business generally the figure is a quarter. Readiness for agents shows a wider gap — 29% of public bodies describe themselves as fully or very ready, against a national picture where only 4% of those who know the term have deployed anything. AWS puts the distance between basic and advanced use at £35bn of productivity by 2030.

Where the gap sits

AWS’s public sector managing director for the UK, Ash Thankey, holds up start-ups as the template. Three-quarters of them work to a written AI strategy; the figure across all organisations is 31%, and in the public sector 19%. Seven in ten keep dedicated AI staff rather than buying the capability in. Recruitment is the pinch point: Thankey puts the search for someone with the right digital skills at eight months.

Three examples carry the argument. DWP correspondence runs to 25,000 letters daily and once took five weeks to work through; generative AI now flags vulnerable cases on arrival for immediate escalation, at a claimed 91% success rate. Swindon Borough Council built an Easy Read document converter on Amazon Bedrock, taking a job costed at roughly £120 a page down to somewhere between seven and ten pence, and plans to release it openly. A surgeon at St Thomas’ went from three thoracic operations daily to four or five after sensors showed him repeatedly switching sides of the body mid-list.

Looking forward

Read the report as what it is. AWS sells cloud; the third of Thankey’s three prescribed steps is cloud; and the multiplier claim — that visible state adoption manufactures commercial demand — is an argument for government to buy more of what AWS supplies. None of that makes the adoption figures wrong. It does mean the report skirts the constraint that actually binds in Britain. Annual budgets and rigid specifications are what keep advanced AI out of public bodies, and no quantity of strategy documents repairs a purchasing cycle.