From AI investment to impact: what the UK can learn from the world's most advanced digital governments
Katy Weber
How can the UK take the next big step forward in digital and AI impact? The answers could be found by looking to governments around the world who are leading the way with bold approaches in digital and workforce transformation.
India's Capacity Building Commission (CBC) recently hosted a global panel on lessons on AI in government, hearing from those countries at the vanguard. Moderated by Apolitical CEO and co-founder Robyn Scott, the conversation featured contributions from Dr Vashima Shubha, Advisor at CBC, Ott Velsberg, Chief Data Officer of Estonia's Ministry of Justice and Digital Affairs, and Isabella Araujo Figueiredo, Technical Advisor at Brazil's National School of Public Administration (ENAP).
The panel offered a rare side-by-side view of how three of the world's most ambitious digital governments are turning AI investment into measurable public impact. For the UK tech sector, the lessons are both instructive and commercially significant.
Capacity building needs organisation-wide commitment. India's Mission Karmayogi has onboarded 15 million civil servants to its online learning platform, delivered 97 million course completions and rebuilt the way every public role is mapped to competencies. This model is being offered to other countries as an open, interoperable stack, and a recently announced Global Digital Capacity Building Alliance institutionalises it. Brazil's ENAP has over 1,000 hours of AI content on the national EV.G. platform, with 850 more planned for 2026. Estonia trains roughly 4,000 officials a year, targeting 90% elementary AI literacy and 10% expertise across its workforce.
The common thread is governments treating workforce capability as a measured and continuously updated digital public good, as opposed to an occasional training procurement. Despite high-profile upskilling initiatives such as 2026’s ‘One Big Thing: AI for All’, the UK, in lacking a consistently applied and measurable learning architecture for the civil service, could learn considerably from this approach.
Data is the bottleneck, not access to any one LLM model. Apolitical's global data shows that 70% of public sector leaders have AI pilots planned. However, only 36% have a strategy for getting their data AI-ready.
In contrast, Estonia's eight-year headstart on data stewardship, particularly the way in which they assigned accountable owners to every government data asset, has proved to be critical. For UK-based organisations, this suggests the focus needs to be ongoing, active management of data and systems, not simply plugging in new AI models.
Think in tasks, not roles. A recurring panel insight was that AI succeeds or fails at the task and workflow level. Procurement frameworks that buy "AI solutions" against job titles therefore miss where value actually lands. For example, India now has a framework which maps every government role to behavioural, functional and domain competencies, with AI matching officials to tasks by capability at a population-level scale. Against this background, UK suppliers who can articulate task-level impact, and (as encouraged by Estonia’s Chief Data Officer Ott Velsberg) help departments kill failing projects, will outperform those selling generic platforms.
Could it happen here? The UK has comparable digital foundations, a mature civil service and an active AI assurance ecosystem. The challenges will be in adopting Estonia's longitudinal data discipline, the scale-and-speed mindset India has institutionalised and Brazil's willingness to treat public-sector learning as a flagship national capability.
While none of these approaches requires fully replicating structures seen elsewhere, they do demand a political commitment to treat capability as core infrastructure.
For TechUK’s members, the opportunity is clear: capacity platforms, data tooling, task-level AI services, ethical assurance and procurement intelligence. The governments getting ahead are investing in all of these. The UK should be among them, and our sector is well-placed to deliver.
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