General educational information and FAIRE’s interpretation of the linked sources. This is not legal, clinical or regulatory advice. Read the disclaimer.
From discussion to implementation
Published by the Department of Health on 11 March 2026 and developed with the HSE and other stakeholders, AI for Care 2026–2030 sets out a strategic direction for using artificial intelligence in health and social care. Its importance is less about adopting technology for its own sake and more about creating the conditions for useful, safe and patient-centred implementation.
That shift matters for smaller organisations too. A GP practice may not be delivering a national programme, but it still needs to make sensible decisions about tools that enter everyday work.
The principles behind the strategy
This is strategic guidance, not a standalone legal obligation for every GP practice. The following practical questions are FAIRE’s interpretation.
Patient-centred AI starts with a genuine care or service need, rather than a tool looking for a task. Transparency and trust mean people should be able to understand, at an appropriate level, where AI is involved and why.
Human involvement remains important. Human-in-the-loop does not mean accepting an output without thought; it means professional responsibility and judgement remain part of the process. Learning from lived experience also helps organisations notice effects that are not visible in a product demonstration.
Governance, safety and demonstrable benefit provide the discipline around implementation. A promising pilot is not the same as evidence that a use is right for a particular workflow.
What should practices take from this?
- 01AI should have a genuine purpose connected to the work or care being delivered.
- 02Someone should remain responsible for the decision to use it and for acting on its outputs.
- 03Staff need to understand how the tool is being used and what its limits are.
- 04Safety and governance should be considered before implementation, not after an incident.
- 05The organisation should be able to explain why the tool is being used and what benefit it is expected to provide.
FAIRE takeaway
AI for Care puts useful questions around implementation: who benefits, what evidence exists, who remains involved and how will the organisation learn? Those questions are relevant whether the organisation is the HSE or a small practice.