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AIModelKit > News > Enhancing HMRC’s Tax Infrastructure: How SAP Utilizes AI for Modernization
News

Enhancing HMRC’s Tax Infrastructure: How SAP Utilizes AI for Modernization

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Last updated: February 2, 2026 3:01 pm
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Enhancing HMRC’s Tax Infrastructure: How SAP Utilizes AI for Modernization
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HMRC Partners with SAP to Revolutionize Tax Administration with AI

HMRC (Her Majesty’s Revenue and Customs) has taken a bold step into the future by selecting SAP to overhaul its core revenue systems. This strategic partnership aims to place artificial intelligence (AI) at the forefront of the UK’s tax administration strategy. The implications of this shift are far-reaching, indicating a broader change in how public sector organizations approach automation.

Contents
  • Modernizing Legacy Infrastructure
  • Unlocking the Power of Machine Learning
  • SAP Sovereign Cloud: Meeting Regulatory Requirements
  • Enhancing Taxpayer Experiences with AI
  • Addressing Infrastructure Challenges for AI Adoption
    • Explore the Future of AI

Modernizing Legacy Infrastructure

One of the standout features of HMRC’s decision is the move away from simply layering AI functionalities over outdated legacy systems. Instead, HMRC is opting for a clean slate by replacing its fundamental architecture. This foundational overhaul is crucial for supporting integrated machine learning and automated decision-making capabilities natively, rather than as an afterthought.

At the heart of this transformation lies the Enterprise Tax Management Platform (ETMP). This robust technological backbone is responsible for managing a staggering £800 billion in annual tax revenue while supporting over 45 unique tax regimes. By migrating this vital infrastructure to a managed cloud environment through RISE with SAP, HMRC aims to simplify an intricately complex technology landscape that tens of thousands of staff depend on daily.

Unlocking the Power of Machine Learning

A successful machine learning strategy hinges on the ability to maintain unified datasets. This is often a significant challenge, especially when operating across fragmented, on-premises legacy systems. As part of the SAP deployment, HMRC plans to integrate the SAP Business Technology Platform along with advanced AI capabilities. These tools are designed to streamline processes, surface insights faster, and ultimately enhance the efficiency of tax administration.

SAP Sovereign Cloud: Meeting Regulatory Requirements

Implementing AI in highly regulated sectors like tax requires a stringent approach to data governance. To address this, HMRC will host the new AI capabilities on SAP’s UK Sovereign Cloud. This ensures compliance with local data residency, security, and regulatory requirements as HMRC embraces commercial AI solutions.

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Leila Romane, Managing Director UKI at SAP, emphasized the importance of reliability saying, “Large-scale public systems like those delivered by HMRC must operate reliably at national scale while adapting to changing demands.” By modernizing one of the UK’s critical platforms and utilizing a UK sovereign cloud, SAP is playing a vital role in enhancing the resilience, security, and sustainability of national infrastructure.

Enhancing Taxpayer Experiences with AI

The overarching goal of this modernisation effort is to reduce friction in taxpayer interactions. HMRC, in collaboration with SAP, will work to define AI features that focus specifically on improving taxpayer experiences and decision-making processes. This partnership not only transforms technology but also emphasizes the value of data accessibility.

For enterprise leaders, HMRC’s initiative demonstrates a clear link between data accessibility and operational performance. This updated structure will provide HMRC employees with better access to analytical data and an improved user interface, fostering greater confidence in real-time analysis and reporting. As a result, taxpayers can expect more responsive and transparent experiences when interacting with HMRC.

Addressing Infrastructure Challenges for AI Adoption

The SAP-HMRC project serves as a wake-up call regarding the infrastructure challenges tied to AI adoption. Executives in both the public and private sectors should take note: successful AI implementation isn’t just about acquiring sophisticated software solutions; it also necessitates laying a solid infrastructure foundation.

HMRC’s strategic approach includes tackling technical debt and adhering to data sovereignty requirements, which are crucial for enabling effective AI deployment in highly regulated sectors such as tax and finance. As HMRC and SAP embark on this transformation journey, the importance of a well-structured, compliant infrastructure becomes clearer than ever.


Explore the Future of AI

For those interested in learning more about the intersection of AI and big data, industry leaders will converge at the AI & Big Data Expo, taking place in Amsterdam, California, and London. This comprehensive event, part of the TechEx series, is co-located with other leading technology expos, including the Cyber Security & Cloud Expo. Click here for more information.

AI News is powered by TechForge Media. To discover additional upcoming events and webinars in the realm of enterprise technology, check out our offerings here.

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