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<\/a><\/p>\nDespite a somewhat complex sounding name, sovereign AI inferencing is simply the process of running AI models on infrastructure that stays within a particular country or region and where it is subject to the places\u2019 rules and regulations.\u00a0<\/p>\n
It enables organisations, governments and countries to manage their own AI activity and to ensure that it meets certain standards, often in areas such as security, compliance, risk management and even sustainability. It can also give a business or country a competitive edge in a landscape that is increasingly AI-driven.\u00a0<\/p>\n
With that in mind, many companies worldwide and indeed countries are putting more effort into developing their own technologies and infrastructure, both as a means of reducing external dependencies and maximising homegrown capabilities.\u00a0<\/p>\n
For Mark Hopkins, a managing director at Dell Technologies Ireland, now is the time for Ireland to take a closer look at how it wants to compete both at home and abroad. He is of the opinion that, rather than focusing on every layer of the AI stack, the country\u2019s real focus should be on becoming Europe\u2019s home for sovereign AI inferencing<\/a>.\u00a0<\/p>\n Hopkins said: \u201cAs Ireland holds the Presidency of the Council of the EU, it does so at a defining moment for Europe\u2019s AI ambitions. The question facing Europe is no longer whether AI will transform economies and public services. It already is.\u00a0<\/p>\n \u201cThe challenge now is more practical; where AI will run, who will control it and whether organisations can deploy it at scale while maintaining trust, security and sovereignty. I believe that challenge presents Ireland with a significant opportunity.\u201d<\/p>\n Friendly neighbours<\/p>\n He explained that many of Ireland\u2019s geographical neighbours are striving to emerge as leaders in AI development, semiconductor manufacturing and research excellence, and that amid some of the noise, the country has the potential to find opportunities elsewhere.\u00a0<\/p>\n He said: \u201cAs we move from experimenting with AI to deploying it more broadly, inference, the process of putting AI models to work in the real world, could become Ireland\u2019s defining contribution to Europe\u2019s AI ecosystem. Ireland does not need to win the race to build every AI model. But it can become one of the places Europe trusts to run them.\u201d<\/p>\n Hopkins added: \u201cTraining models may capture headlines, but inference powers the everyday applications we all depend upon. It enables government departments to improve citizen services, hospitals to support clinical workflows, tax authorities to analyse compliance risks and businesses to make faster decisions.<\/p>\n \u201cMany European organisations will not build their own foundation models. Almost all, however, will need to deploy AI. The strategic question for Europe is not simply who trains AI, but who provides the trusted infrastructure that allows it to operate securely, responsibly and at scale.\u201d<\/p>\n This, he said, is where Ireland can lead. He explained that Europe\u2019s ambitions are suitably aligned with Ireland\u2019s strengths, which include world-class digital infrastructure, data expertise, skilled talent, public and private sectors working closely together and decades of experience in digital technology.<\/p>\n Perhaps most importantly, he is of the opinion that AI sovereignty can address one of Europe\u2019s most pressing challenges, the protection of highly sensitive materials.\u00a0<\/p>\n He said: \u201cFor years, digital sovereignty was largely a policy discussion. Today, it is an operational requirement. Public bodies and highly regulated industries increasingly need assurance that sensitive data remains protected, AI systems are transparent and workloads operate within trusted regulatory frameworks.<\/p>\n \u201cInference is therefore becoming a strategic capability. It is where sovereignty moves from aspiration to execution. Organisations need confidence not only in AI models, but in the infrastructure, governance and safeguards surrounding them.\u201d<\/p>\n Taking the lead<\/p>\n Hopkins said that as the holder of the EU Presidency, Ireland has a chance to drive the conversation on topics that affect both the country and the continent.\u00a0<\/p>\n