The AI Act does not create one generic “scale-up compliance” category.
Instead, its relevance depends on what the company is doing.
An AI scale-up may be:
- developing an AI system
- providing an AI system
- deploying AI internally
- providing or integrating a general-purpose AI model
- building an AI-enabled product
- testing an innovative system
- or performing several of these roles at once.
The relevant obligations and innovation-support mechanisms can therefore change with the company’s product, role and stage of development.
The current Act specifically provides measures for SMEs, including start-ups. These include priority access to AI regulatory sandboxes where eligibility and selection criteria are met, tailored awareness and training activities, communication channels for implementation questions, and measures supporting participation in standardisation.
Following the 2026 amendments, certain innovation-support measures were also extended to small mid-cap companies (SMCs), and access to regulatory sandboxes was expanded, including through an EU-level sandbox.