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Legacy IT & budget woes hinder UK’s AI modernisation drive

Fri, 5th Dec 2025

Many UK organisations face critical obstacles in adopting artificial intelligence as ongoing reliance on outdated Windows systems hampers technology modernisation. Research shows that 61% of organisations report that technical debt from legacy platforms now actively blocks efforts to integrate AI, underlining challenges for both private and public sectors.

Legacy systems

Nearly 90% of surveyed organisations remain tied to legacy Windows infrastructure. This continued dependence creates operational difficulties for IT teams trying to update systems and adopt cloud solutions. According to the data, 84% of organisations find it challenging to integrate AI within these legacy environments.

Technical debt is cited as a factor by 45% of respondents who say it limits their ability to progress with cloud transformation strategies. In the public sector specifically, 69% of government organisations state that AI projects are being blocked outright due to such issues. Meanwhile, 75% of government leaders acknowledge lacking the relevant expertise to modernise their estates.

Budget constraints

There is significant concern over budget allocations for innovation versus maintenance of ageing systems. Among surveyed IT leaders, 94% wish more time and funding could be directed to innovation rather than keeping legacy platforms operational. The survey reveals a disconnect between strategic priority and operational reality. While 88% of organisations have a two-year roadmap to modernise their IT, only 36% report that their plans are fully funded.

The financial sector illustrates the scale of the challenge. Around 28% of finance leaders identified AI as their top technology investment for the year ahead. However, this sector also commits the largest proportion of its technology spend-46%-to maintaining legacy infrastructure rather than advancing new capabilities.

Compliance concerns

Outdated IT brings added compliance risks. According to the research, 48% of organisations have experienced compliance challenges during audits as a result of relying on old infrastructure. Manufacturing respondents feel particular pressure concerning cloud-based operations, with over 53% saying technical debt constrains their ability to move to more modern platforms.

Skills pressure

The skills gap further complicates modernisation attempts. As organisations strive to update their IT environments while simultaneously deploying AI and machine learning projects, staffing resources are stretched. In the government sector, skills shortages are most acute, according to the findings.

Future investment

Looking to 2026, respondents prioritise investment in AI and machine learning, with 26% of leaders identifying this as their principal focus for the coming year, followed by cybersecurity. Still, substantial budget and resource commitments are locked into maintaining legacy systems, creating a paradox for executives aiming to accelerate digital transformation.

"UK organisations talk publicly about AI ambition, but privately they're wrestling with systems too old to support it. Technical debt has become the silent hurdle to innovation, draining budgets, exhausting teams and delaying modernisation plans that have already been approved," said Mat Clothier, CEO, Cloudhouse.

"The UK's most skilled technologists are spending their days patching, firefighting and sustaining obsolete platforms - rather than enabling the innovation their organisations are prioritising. If the UK wants to lead in AI by 2026, it must first confront the legacy problem beneath the surface," said Clothier.

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