The DUCA framework will allow data-sharing entities to ensure that their data is used as specified. In other words, the data provider’s requirements will be respected even if other entities control the data. Thus, the framework will help ensure the privacy of exchanged data. Moreover, it will enhance data providers' trust in collaboration and foster greater incentives for data sharing. More shared data means a broader range of applicable analyses, more accurate future predictions, and higher service quality.
The focus on cross-border data sharing for training AI models in the DUCA also has far-reaching social and economic effects. Economically, the establishment of robust data spaces and access controls reduces compliance risk and legal ambiguity, enabling firms to conduct business in several jurisdictions without compromising intellectual property security. This renders the market more competitive and fairer, where businesses can leverage data-driven insights without jeopardizing regulatory war. Socially, DUCA facilitates trust in self-driving cars by ensuring data openness and user anonymity, leading to higher acceptance levels and safer mobility solutions that benefit people and communities through reduced traffic accidents, enhanced transportation efficiency, and a greener and more connected future.
We believe that SMEs, in particular, should benefit from the DUCA framework. Large organizations are more likely to have access to vast amounts of data, which makes competition with them difficult for SMEs. Moreover, large organisations are better known among potential data providers and are often trusted by default. On the other hand, SMEs may be perceived as less trustworthy by potential data providers, who are generally more hesitant to share data with them.
The DUCA framework is designed to enforce data-sharing requirements through technology that increases trust in SMEs, thereby encouraging data sharing with them. As a result, this will lead to greater availability of data, improved service quality, enhanced SME competitiveness, and a stronger market position.
