This operator report is written for COOs, CFOs, Heads of Operations, Finance Directors and senior supply chain and shared-services leaders inside UK mid-market organisations.
The Efficiency function has the highest ROI ceiling in the survey: 96% measurable ROI among governance-mature Operations and Finance functions. Most COOs and CFOs are not at that ceiling yet, the function average is 46%.
This report shows where your function sits against 176 peers and what the top quartile do differently.
This is a operator benchmark and playbook for in-house function leaders. COOs, CFOs, Chief Transformation Officers, Finance Directors, Heads of Operations, Heads of Supply Chain, Heads of Procurement, and senior process and shared-services leaders inside UK mid-market organisations. A sell-side companion report “AI in Operations & Finance for AI Vendors: UK 2026″ maps the same data for Ops and Finance AI vendors and is available at aiblmedia.com/downloads/ai-in-operations-and-finance-uk-2026-vendor/.
COOs, CFOs, Chief Transformation Officers, Heads of Operations, Finance Directors, VPs of Finance, Heads of Supply Chain, Heads of Procurement. n=176 in the Efficiency segment of the wider n=755 UK mid-market base.
Online survey of 755 senior decision-makers at UK mid-market organisations (£20m–£500m revenue), fieldwork January–March 2026. The Operations / Finance / Supply Chain segment (n=176) is the source for all segment-specific findings. Cross-function comparisons use the full UK valid base. Published by aibl Media in partnership with Executive Summary. Part of the State of UK AI Adoption 2026 series.
96% measurable ROI among Efficiency functions with mature governance, the highest of any function. The function average is 46%. The gap closes with measurement discipline, not more AI investment.
Level 3 functions have the policy but not the measurement practice. The L3-to-L4 move delivers 29pp of ROI gain not from a policy rewrite, but from building the measurement rhythm.
23% cite “IT does not prioritise our repetitive automation requests” found nowhere else in the survey. These are the processes with the highest audit and compliance exposure.
They set baselines before deployment, every time. They translate AI outcomes into CFO language. And they treat the audit trail as a feature, building it into every deployment before launch.
CEO/C-suite ownership delivers 61% ROI but 71% shadow AI. Dedicated Data/AI teams show 46% ROI suggesting teams building AI in isolation from the workflows it is meant to improve.
Download this report for the full benchmark: ROI by governance level, shadow AI by driver, ownership model comparison, and the 90-day playbook for each governance level.
Yes. Use: “aibl Media, State of UK AI Adoption Survey 2026, Efficiency segment n=176, full base n=755, Jan–Mar 2026.”
aibl Media is an independent insights and events platform that helps UK business leaders implement AI in a practical and effective way. We publish independent research, run the AI Enablement Directory and convene the UK’s leading AI events, including aiblLIVE (October 2026, London).
