Ireland Guidelines for the Responsible Use of AI in the Public Service (2025)
Ireland's guidelines for responsible AI in the public service: seven principles (human agency and oversight, technical robustness and safety, privacy and data governance, transparency, diversity and fairness, societal and environmental well-being, accountability) with the actions each asks of a public body; a Decision Framework for whether and what kind of AI to adopt including GenAI and value for money; the Responsible AI Canvas; actions for every lifecycle stage from planning to decommissioning; and rules for staff using GenAI.
Ireland Guidelines for the Responsible Use of AI in the Public Service (2025) is a compliance framework from Ireland with 5 domains and 39 controls. The largest domains are Chapter 4: the seven principles for responsible AI – Ireland Guidelines for the Responsible Use of AI in the Public Service (2025) (22 controls), Chapter 7: responsible actions across the AI lifecycle – Ireland Guidelines for the Responsible Use of AI in the Public Service (2025) (7 controls), Chapter 5: the Decision Framework – Ireland Guidelines for the Responsible Use of AI in the Public Service (2025) (6 controls). Every control below carries what it requires and what an assessor expects to see.
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Framework Domains (5)
Chapter 4: the seven principles for responsible AI – Ireland Guidelines for the Responsible Use of AI in the Public Service (2025)
| Code | Title |
|---|---|
| ireland-guidelines-for-the-responsible-use-of-ai-in-the-public-service-2025::4.1a | Assess fundamental rights impact before development and let affected people give feedback |
| ireland-guidelines-for-the-responsible-use-of-ai-in-the-public-service-2025::4.1b | Equip users to understand and contest AI systems, with opt-out from solely automated decisions where warranted |
| ireland-guidelines-for-the-responsible-use-of-ai-in-the-public-service-2025::4.1c | Build human oversight into every AI process and keep final decisions and reviews with people |
| ireland-guidelines-for-the-responsible-use-of-ai-in-the-public-service-2025::4.2a | Hold internally built and third-party AI systems to the body's IT security policies and national guidance |
| ireland-guidelines-for-the-responsible-use-of-ai-in-the-public-service-2025::4.2b | Prepare and prove a fallback plan, and complete a full risk assessment, before deployment |
| ireland-guidelines-for-the-responsible-use-of-ai-in-the-public-service-2025::4.2c | Test and monitor across the lifecycle for accuracy, reliability and reproducibility, and escalate shortfalls |
| ireland-guidelines-for-the-responsible-use-of-ai-in-the-public-service-2025::4.3a | Classify the dataset first: personal data brings the GDPR into play, anonymised or synthetic data may not |
| ireland-guidelines-for-the-responsible-use-of-ai-in-the-public-service-2025::4.3b | Settle the legal basis for personal data processing, consulting the Data Protection Commission where required |
| ireland-guidelines-for-the-responsible-use-of-ai-in-the-public-service-2025::4.3c | Respect privacy and data protection across the lifecycle, run DPIAs and obtain vendor compliance confirmations |
| ireland-guidelines-for-the-responsible-use-of-ai-in-the-public-service-2025::4.3d | Check data quality and integrity before training and follow data management policies and documentation |
| ireland-guidelines-for-the-responsible-use-of-ai-in-the-public-service-2025::4.3e | Restrict access to data to those with a legitimate need |
| ireland-guidelines-for-the-responsible-use-of-ai-in-the-public-service-2025::4.4a | Keep traceable documentation of model development |
| ireland-guidelines-for-the-responsible-use-of-ai-in-the-public-service-2025::4.4b | Explain the AI system's data and decision-making in terms end-users understand |
| ireland-guidelines-for-the-responsible-use-of-ai-in-the-public-service-2025::4.4c | Tell people when they are dealing with AI or AI-assisted outputs and offer alternative service options |
| ireland-guidelines-for-the-responsible-use-of-ai-in-the-public-service-2025::4.5a | Detect and mitigate unfair bias before and after deployment, with diverse perspectives and inclusive design |
| ireland-guidelines-for-the-responsible-use-of-ai-in-the-public-service-2025::4.5b | Design AI systems for accessibility and universal design |
| ireland-guidelines-for-the-responsible-use-of-ai-in-the-public-service-2025::4.5c | Consult affected stakeholders throughout the lifecycle and keep seeking feedback after deployment |
| ireland-guidelines-for-the-responsible-use-of-ai-in-the-public-service-2025::4.6a | Deploy AI in an environmentally conscious way, mitigating its environmental harm |
| ireland-guidelines-for-the-responsible-use-of-ai-in-the-public-service-2025::4.6b | Weigh and monitor social impact, and never deploy AI that risks the democratic process |
| ireland-guidelines-for-the-responsible-use-of-ai-in-the-public-service-2025::4.7a | Document who is responsible at each lifecycle stage and name an ethics contact in user guides |
| ireland-guidelines-for-the-responsible-use-of-ai-in-the-public-service-2025::4.7b | Enable auditability, including independent audit of systems affecting fundamental rights or safety |
| ireland-guidelines-for-the-responsible-use-of-ai-in-the-public-service-2025::4.7c | Hold risk assessments and safe-usage policies, protect those who raise concerns, and tell affected people how to seek redress |
Chapter 5: the Decision Framework – Ireland Guidelines for the Responsible Use of AI in the Public Service (2025)
| Code | Title |
|---|---|
| ireland-guidelines-for-the-responsible-use-of-ai-in-the-public-service-2025::5.1 | Decide with a cross-functional team whether AI is the best solution |
| ireland-guidelines-for-the-responsible-use-of-ai-in-the-public-service-2025::5.2 | Choose the type of AI solution that fits the use |
| ireland-guidelines-for-the-responsible-use-of-ai-in-the-public-service-2025::5.3 | Evaluate build, buy or free-of-charge options and review benefits after the project |
| ireland-guidelines-for-the-responsible-use-of-ai-in-the-public-service-2025::5.3.1 | Adopt GenAI only on an approved business case, with access restricted by default until policies and awareness are in place |
| ireland-guidelines-for-the-responsible-use-of-ai-in-the-public-service-2025::5.3.3 | Analyse value for money from the start, cost AI across its lifecycle and plan evaluation early |
| ireland-guidelines-for-the-responsible-use-of-ai-in-the-public-service-2025::5.4 | Bring diverse perspectives into the AI team from the start |
Chapter 6: the Responsible AI Canvas – Ireland Guidelines for the Responsible Use of AI in the Public Service (2025)
| Code | Title |
|---|---|
| ireland-guidelines-for-the-responsible-use-of-ai-in-the-public-service-2025::6 | Complete the Responsible AI Canvas with a cross-functional team at the planning stage |
Chapter 7: responsible actions across the AI lifecycle – Ireland Guidelines for the Responsible Use of AI in the Public Service (2025)
| Code | Title |
|---|---|
| ireland-guidelines-for-the-responsible-use-of-ai-in-the-public-service-2025::7.2.1 | Planning and design: embed the seven principles in the project baseline |
| ireland-guidelines-for-the-responsible-use-of-ai-in-the-public-service-2025::7.2.2 | Data collection and processing: collect lawful, representative, secure and documented data |
| ireland-guidelines-for-the-responsible-use-of-ai-in-the-public-service-2025::7.2.3 | Model building: train securely, explainably and with continuous bias testing |
| ireland-guidelines-for-the-responsible-use-of-ai-in-the-public-service-2025::7.2.4 | Verification and validation: test the model against real-world conditions before release |
| ireland-guidelines-for-the-responsible-use-of-ai-in-the-public-service-2025::7.2.5 | Deployment: implement oversight, inform users, monitor drift and keep the fallback ready |
| ireland-guidelines-for-the-responsible-use-of-ai-in-the-public-service-2025::7.2.6 | Operation and monitoring: keep the system under human control and under review |
| ireland-guidelines-for-the-responsible-use-of-ai-in-the-public-service-2025::7.2.7 | Retirement, decommissioning or refresh: disengage safely, handle data lawfully and document the decision |
Chapter 8: guidance for end-users of GenAI – Ireland Guidelines for the Responsible Use of AI in the Public Service (2025)
| Code | Title |
|---|---|
| ireland-guidelines-for-the-responsible-use-of-ai-in-the-public-service-2025::8a | Assure the quality of data relied on for AI: the right data and accurate data, with senior independent quality assurance |
| ireland-guidelines-for-the-responsible-use-of-ai-in-the-public-service-2025::8b | Do not use free public GenAI tools for public service work and never enter non-public information into them |
| ireland-guidelines-for-the-responsible-use-of-ai-in-the-public-service-2025::8c | GenAI end-users: disclose AI-generated content, protect data, validate outputs, keep human judgement and check for bias |
What is Ireland Guidelines for the Responsible Use of AI in the Public Service (2025) and who does it apply to?
Ireland Guidelines for the Responsible Use of AI in the Public Service (2025) is a compliance framework from Ireland with 5 domains and 39 controls. Ireland's guidelines for responsible AI in the public service: seven principles (human agency and oversight, technical robustness and safety, privacy and data governance, transparency, diversity and fairness, societal and environmental well-being, accountability) with the actions each asks of a public body; a Decision Framework for whether and what kind of AI to adopt including GenAI and value for money; the Responsible AI Canvas; actions for every lifecycle stage from planning to decommissioning; and rules for staff using GenAI. It is used by organisations to establish and maintain compliance with industry standards and regulatory requirements.
What does Ireland Guidelines for the Responsible Use of AI in the Public Service (2025) actually require?
Ireland Guidelines for the Responsible Use of AI in the Public Service (2025) has 39 controls organised across 5 domains. The largest domains are Chapter 4: the seven principles for responsible AI – Ireland Guidelines for the Responsible Use of AI in the Public Service (2025) (22 controls), Chapter 7: responsible actions across the AI lifecycle – Ireland Guidelines for the Responsible Use of AI in the Public Service (2025) (7 controls), Chapter 5: the Decision Framework – Ireland Guidelines for the Responsible Use of AI in the Public Service (2025) (6 controls). Each control defines specific requirements that organisations must implement to achieve compliance.
If I already comply with another framework, how much of Ireland Guidelines for the Responsible Use of AI in the Public Service (2025) do I already cover?
Ireland Guidelines for the Responsible Use of AI in the Public Service (2025) does not currently have cross-framework mappings in our system. Check back as we continuously expand our mapping database.
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