Today, Avanade, the world’s leading Microsoft expert, launches its Build Beyond Limits: AI Reality Report, revealing a growing gap between organisations’ confidence in their AI maturity, and the extent to which they have fundamentally transformed how they operate.

The study surveyed 3,600 business decision-makers across 11 markets, including The Americas, Europe, Asia-Pacific, to understand how organisations are progressing with AI adoption and where perception may differ from reality.

UK businesses overestimate AI maturity and remain focused on incremental gains

While confidence in AI is high among UK organisations, Avanade’s research suggests many businesses may be overestimating how advanced they really are. Four-fifths (80%) describe themselves as established, advanced or AI-first in their AI journey, yet that confidence is not being matched by transformative business outcomes.

Rather than using AI to create new revenue streams, business models or competitive advantage, many organisations still focus on incremental improvements such as optimising existing processes and enhancing employee productivity, with only 17% reporting that their team has fundamentally redesigned its operating model around AI.

• Only 8% say creating new operating models, revenue streams or businesses is their primary intended use of AI over the next 12 months
• By comparison, 27% are focused on optimising existing functional processes and 20% on embedding AI into existing products and services

AI yet to deliver returns, commensurate with investment

Businesses are increasingly aware that AI is a competitive necessity, yet 61% of UK businesses admit that AI has yet to deliver financial returns that justify the investment being made. The lack of robust frameworks and in-house benchmarking on AI investments is a major concern, with nearly two-thirds (65%) saying that their organisation has not formally calculated and reviewed AI ROI with finance or senior leadership teams.

• Revenue generation and reduced business costs are the least impacted by AI use, with only 18% reporting transformational growth in these areas
• Operational efficiency and customer experience improvements remain the most common realised benefit from AI, cited by 23% of UK organisations as providing transformational improvements to offering and performance

However, looking ahead, 45% of UK organisations say identifying AI use cases expected to deliver the greatest business value or ROI are among their highest priorities, showcasing a conscious and intentional shift in business direction towards proving AI value.

“There’s a dangerous gap opening up between AI confidence and AI reality. Confidence is not the problem. The problem is that most organisations are using AI to improve a business model that AI should be replacing.” said Chris Howarth, CEO at Avanade. “Deploying AI is not the same as transforming with it. The organisations that will define the next decade are not asking how to do what they already do faster. They are asking what becomes possible when you build the business around AI from the ground up; new ways of working, new ways of creating value, entirely new things that were not possible before. That is the opportunity most organisations are leaving on the table.”

Confidence outpaces competitive reality

When it comes to the competitive landscape, AI-native competitors continue to raise the bar, with organisations facing growing pressure to move beyond incremental improvements and demonstrate measurable business value from AI investments. Nearly all UK organisations (90%) view AI-native competitors as some level of threat.

• Two-thirds (67%) believe they are ahead of their peers in AI, yet almost four-fifths (71%) admit to portraying themselves as more AI-mature than they really are
• Nearly seven in ten believe AI investment is still focused on incremental improvements over transformation (69%)
• 84% agree their organisation needs to authorise AI initiatives more quickly to remain competitive

 “Deploying more AI tools doesn’t necessarily mean an organisation is becoming more competitive,” said Ben Beath, Chief AI Officer at Avanade. “What’s important is whether those investments are changing how decisions are made, how work gets done and how value is created. AI-native businesses are approaching these questions without the same legacy structures, and established organisations need to consider whether they’re measuring progress against the right expectations.”

These findings point to a UK market that believes strongly in AI’s potential and is already seeing measurable benefits, but one that remains some distance from true transformation. Businesses are making progress, yet many recognise that the next stage of AI maturity will require more than new tools and productivity gains. It will require fundamental organisational change, visible leadership and a willingness to redesign how work gets done around what AI makes possible.