PNDAR Insights
Practical guidance for responsible AI and privacy
Clear notes, useful questions and proportionate frameworks for organisations that want to make progress with AI and data responsibly.
PNDAR Insights is being refreshed around the questions Irish SMEs, NGOs and community organisations face as they adopt AI, handle personal data and build workable governance foundations.
Explore practical guidance on responsible AI, privacy and GDPR, governance foundations, supplier questions, AI literacy and everyday operational decisions.
Latest Insights
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GDPR Questions to Ask Before Your Team Uses an AI Tool
Read more: GDPR Questions to Ask Before Your Team Uses an AI ToolWhen an AI tool can access, receive or generate personal data, privacy questions need to be part of the decision before the tool becomes routine. This does not mean every AI tool should be rejected. It means the organisation should understand enough about the intended use and the supplier to make a responsible choice. The…
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AI Literacy for Small Teams: Make It Relevant, Not Generic
Read more: AI Literacy for Small Teams: Make It Relevant, Not GenericMany organisations have started discussing “AI literacy.” The phrase can sound abstract, especially for small teams already balancing customers, projects and everyday operations. In practice, AI literacy is about helping people understand the AI tools they use, the opportunities those tools create, the limits they have and the decisions people still need to make. For…
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Before You Roll Out AI: Seven Questions for Small Organisations
Read more: Before You Roll Out AI: Seven Questions for Small OrganisationsAI tools can make a small organisation faster, more responsive and more creative. A website chatbot may help people find answers. An AI-assisted intake process may reduce administration. Internal automation may free up time for more valuable work. The opportunity is real. So is the need to slow down long enough to ask a few…