As artificial intelligence increasingly becomes part of the agenda for organisations across different sectors in Europe, its adoption is entering a new phase. The conversation is gradually moving beyond what AI can do to how it can be adopted in practice, with the right infrastructure, rules and expertise in place. Recent developments in the European Union reflect this shift, from new evidence on Europe’s cloud and AI infrastructure to key AI Act requirements entering into application and the development of national enforcement frameworks.
These developments are also creating a different environment both for organisations looking to adopt AI solutions and for technology providers developing and delivering them. The question is no longer simply which technology to choose or offer. How AI solutions are developed, introduced, managed and supported is becoming just as important.
What Is changing for innovation seekers and providers
The changes taking place are not limited to new rules for AI. They also concern the infrastructure needed to develop and use AI solutions, as well as the way the European regulatory framework is moving into practical implementation.
On the infrastructure side, a comprehensive study published by the European Commission on 11 August provides a clearer picture of the current cloud and AI landscape in Europe. It identifies challenges including the limited and geographically concentrated availability of computing capacity in the EU and dependence on non-European providers of cloud and AI computing services. The study also looks at issues such as cross-border barriers, investment needs and practices that can make it difficult for users to switch between providers. Its findings informed the impact assessment accompanying the proposal for the Cloud and AI Development Act (CADA), adopted in June 2026.
At the same time, the implementation of the EU AI Act is progressing. Since 2 August 2026, the transparency requirements under Article 50 apply to specific AI systems and uses. Among other provisions, these include requirements around informing people when they are interacting with certain AI systems and identifying particular AI-generated or manipulated content. The European Commission has also published guidelines to help providers and deployers understand how these requirements apply in practice. This does not mean that all AI Act requirements now apply to every AI system. The legislation is being implemented progressively, with further provisions becoming applicable at later stages.
Implementation is also taking shape at national level across the EU. In Greece, for example, Law 5321/2026 introduced measures for the national implementation of the AI Act and assigned responsibilities to the authorities that will oversee different aspects of the regulation. The Hellenic Data Protection Authority has taken on responsibilities covering areas including prohibited AI practices, certain high-risk systems and the transparency requirements under Article 50.
Together, these developments show that AI adoption in Europe increasingly involves more than access to the technology itself. So, what does this mean in practice for organisations looking to adopt AI and for providers developing and delivering the solutions they need?
New considerations for AI adoption and delivery
For innovation seekers, choosing an AI tool or model is only one part of the process. Organisations may also need to consider where and how the technology operates, which providers they depend on, what data is involved and which requirements apply to their particular use case.
The choice of provider can also have longer-term implications. The Commission’s cloud and AI study, for example, highlights practices that can create lock-in within the AI computing stack. For an organisation investing in a new solution, questions around interoperability, infrastructure and the ability to change or combine providers can therefore become part of the decision-making process.
For technology and innovation providers, the same environment brings a different set of considerations. Delivering an effective AI solution increasingly requires an understanding of how clients intend to use it, the regulatory requirements that may apply and how the technology can work within their existing operations. The new transparency requirements provide a practical example. Depending on the AI system and its use, obligations can fall on providers, deployers or both. This makes it important for the different parties involved in an AI project to understand their respective responsibilities from an early stage.
As a result, the expertise behind implementation becomes increasingly important both for organisations adopting AI and for the providers supporting them. Depending on the project, AI adoption may involve technology integration, cloud infrastructure, data management, cybersecurity, governance or regulatory compliance alongside the AI solution itself.
Connecting AI needs with specialised expertise
Europe’s next phase of AI development will not depend on infrastructure and regulation alone. An equally important question is whether organisations can turn available technologies into solutions that work for their actual needs. For many innovation seekers, particularly SMEs without large in-house technology teams, this means finding specialised expertise when they need it. For providers, it means connecting with organisations facing challenges where their technology and expertise can offer a relevant solution.
The relationship between the two sides therefore matters. Organisations need providers that understand the problem they are trying to solve and can support implementation within their existing operations. Providers, in turn, need a clear understanding of the organisation’s requirements and the environment in which their solutions will be used.
This creates a growing role for platforms that bring the two sides together. JOIST Marketplace connects innovation seekers looking for digital and innovation solutions with specialised providers offering relevant expertise and services.
As AI adoption continues to develop in Europe, creating the right connections between business needs, expertise and technology will be an important part of moving from interest and experimentation to practical implementation. Find out more about how JOIST Marketplace connects innovation seekers with specialised providers and explore the opportunities to collaborate.
