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Catalogue: AI in the Public Sector clear

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Good practice

Good practice Evidence: Observational / pre–post Top 6% 87/100 Compare

Revenue REAP — Ireland's AI risk engine for human-supervised tax-compliance targeting

Since 2011, Ireland's Revenue Commissioners have used AI risk scoring (REAP) to target tax-compliance interventions; 290,000 data-analytics-driven interventions in 2023 yielded €787m, …

Dublin, Ireland

Good practice

Good practice Evidence: Descriptive / self-reported Top 24% 73/100 Compare

Ireland's Guidelines for the Responsible Use of AI in the Public Service

Ireland's May 2025 guidelines set seven principles, a Decision Framework and a 'Responsible AI Canvas' for public bodies considering AI, and require …

Dublin, Ireland

Good practice

Good practice Evidence: Descriptive / self-reported Top 35% 67/100 Compare

From Paper to Pixels — Ireland's National Archives Uses AI and RPA to Digitise the Entire 1926 Census

Ireland's National Archives used OCR and robotic process automation to transcribe nearly 3 million 1926 Census entries — a task estimated at …

Dublin, Ireland

Good practice Evidence: Observational / pre–post Top 49% 60/100 Compare

RevAssist — Irish Revenue's Internal AI Assistant, Live Since June 2024

Ireland's Revenue Commissioners built RevAssist, an internal AI assistant trained only on its 1,500 Tax and Duty Manuals. Query-routing accuracy on its …

Dublin, Ireland

Good practice Evidence: Observational / pre–post Top 49% 60/100 Compare

PEX (Probability of Exit) — Ireland's Decade-Long Statistical Model for Long-Term Unemployment Risk

Since 2012, Ireland's DSP has used a statistical model, PEX, to flag jobseekers at risk of long-term unemployment; a 2019 evaluation found …

Dublin, Ireland