TL;DR
Kainos, the Belfast IT group listed in London, has launched Actonomy, a dedicated business focused solely on getting AI into live production systems. It is led by Ruth McGuinness, previously head of AI operations at Kainos. Kainos claims it can cut deployment time for production AI by as much as 75%.
What Actonomy sells
Actonomy concentrates on the stage where many enterprise AI projects stall: moving a model out of a pilot and into a system serving real users. Kainos says the business grew out of a decade of large-scale deployments across machine learning, generative AI and, more recently, agentic systems.
The platform runs on Microsoft and Anthropic technology and can be deployed in the cloud or on local NVIDIA hardware. That option is likely to appeal to regulated clients wanting some workloads on their own infrastructure. McGuinness credited the company’s forward-deployed engineers, alongside the platform, as its edge.
Two early deployments are described, both unnamed. A UK specialist lender is using it to reduce non-performing loans across a portfolio running to millions of accounts. A large UK water utility is applying it to find efficiencies within £40m of operational spending.
The gap it is aimed at
McGuinness put the problem plainly: individuals have taken up AI for their own productivity, but examples of value at departmental or whole-organisation level remain scarce. Other evidence points the same way. Deloitte research reported here found UK workers spending £1bn a year on AI tools of their own, a sign of personal uptake running ahead of organisational deployment.
Chief executive Brendan Mooney described AI as the biggest technology shift in a generation and Actonomy as the next logical step for Kainos. He said early market response had given the company confidence.
Looking forward
The 75% figure is Kainos’s own and comes without a stated baseline, so buyers should ask what it was measured against. More useful will be whether the lender and utility deployments produce named, measurable results. For Northern Ireland, Kainos, described as the region’s only tech unicorn, launching a dedicated AI product business is a notable bet that services-led firms can turn deployment experience into software revenue.