# Eoin Mulgrew on 'Rewiring the State' with AI _Eoin Mulgrew from 10 Downing Street discusses "Rewiring the State" with AI, highlighting government's adoption challenges and opportunities._ **Updated:** 2026-08-22 **Published:** 2026-05-18 **Source:** https://www.startuphub.ai/ai-news/artificial-intelligence/2026/eoin-mulgrew-on-rewiring-the-state-with-ai --- Eoin Mulgrew, speaking at 10 Downing Street, outlined the UK government's strategic approach to "Rewiring the State" through the adoption of Artificial Intelligence. Mulgrew, who works with the data science team at 10 Downing Street, highlighted the critical role of AI in transforming public services and the inherent challenges in integrating cutting-edge technology within a large, established governmental structure. Government AI AdoptionDriverchallenges and opportunities in integrating cutting-edge technologyFrom the article 8 mentionsEoin Mulgrew, speaking at 10 Downing Street, outlined the UK government's strategic approach to "Rewiring the State" through the adoption of Artificial Intelligence.addressed byNo10 Innovation FellowshipCoreFrom the articleMulgrew detailed the "No10 Innovation Fellowship" program, which is designed to bring top-tier technical talent from both industry and academia into the heart of government.Bridging the GapContextleveraging AI to tackle complex government problemsFrom the articleHe noted that digital specialists in UK government roles often earn around 35% less than their industry counterparts, with a £30,000 gap for senior tech roles.Rewiring the StateEffecttransforming public services with AI integrationFrom the articleEoin Mulgrew, speaking at 10 Downing Street, outlined the UK government's strategic approach to "Rewiring the State" through the adoption of Artificial Intelligence.Insurgency ModelContextapproach for driving innovation within governmentFrom the article 2 mentionsMulgrew described the approach as an "insurgency model," characterized by a clear mandate from No.Talent DeploymentContextdeploying fellows across various government departmentsFrom the article 3 mentionsThe program operates with a unique mandate, allowing it to deploy talent across various government departments and compete with industry for top talent by offering market-competitive rates and significant autonomy.AI in ActionContextcase studies and future vision for public servicesPublic Service TransformationOutcomeimproving operational efficiency and policy analysisFrom the article 2 mentionsThe core mission, Mulgrew conveyed, is to make informed decisions through data and AI, ultimately leading to better public services and improved outcomes for citizens. ## The "No10 Innovation Fellowship": Bridging the Gap Mulgrew detailed the "No10 Innovation Fellowship" program, which is designed to bring top-tier technical talent from both industry and academia into the heart of government. This initiative aims to tackle complex problems by leveraging AI, with fellows working on projects that span from policy analysis to operational efficiency. The program operates with a unique mandate, allowing it to deploy talent across various government departments and compete with industry for top talent by offering market-competitive rates and significant autonomy. ## Challenges and Opportunities in Government AI Adoption A significant hurdle Mulgrew addressed is the disparity in compensation and recruitment processes between the public and private sectors. He noted that digital specialists in UK government roles often earn around 35% less than their industry counterparts, with a £30,000 gap for senior tech roles. This, combined with rigid pay bands and grading structures, makes it difficult to attract and retain the best talent. Furthermore, lengthy approval and clearance processes can mean that top candidates accept private sector offers first. Mulgrew emphasized that overcoming these bureaucratic obstacles is crucial for the government to effectively leverage AI. Despite these challenges, Mulgrew pointed to a significant amount of "low-hanging fruit" in the form of AI use cases that can be implemented quickly to achieve savings and improve services. Examples included the automation of tasks such as the analysis of statute books and the simulation of policy impacts. He highlighted a "Statute Book Scanner" tool that has already saved £1.5 million by automating the review of legal documents, a process that previously required extensive human analysis. ## The "Insurgency Model" for Government Innovation Mulgrew described the approach as an "insurgency model," characterized by a clear mandate from No. 10, competitive market rates, high autonomy, political backing, and a recruitment strategy focused on technical expertise and "outsiders only." This model aims to circumvent some of the traditional governmental limitations by creating agile, specialized teams that can operate with speed and efficiency. The emphasis is on recruiting individuals who can bring fresh perspectives and drive change from within. ## AI in Action: Case Studies and Future Vision The presentation included examples of how AI is being deployed in practice, such as the digitization of planning applications and the use of AI tutors in education. Mulgrew noted that the government is actively working to improve transparency and share findings across departments, fostering a collaborative environment for AI adoption. He also touched upon the broader vision of securing the UK's future with homegrown AI, with initiatives like the "i.AI" incubator designed to nurture new government AI solutions. The core mission, Mulgrew conveyed, is to make informed decisions through data and AI, ultimately leading to better public services and improved outcomes for citizens. The focus is on pragmatic application and demonstrating the tangible benefits of AI, even within the complex landscape of government. --- Original analysis from [startuphub.ai](https://www.startuphub.ai), the #1 AI startup directory. © StartupHub.ai. All rights reserved. You may not republish this article in full without a license. Search engines and AI research tools may crawl and summarize for reference. Bulk reproduction or model training on this content requires a license. See https://www.startuphub.ai/terms.