DataPACT: compliance by design of data/AI operations and pipelines
DataPACT: compliance by design of data/AI operations and pipelines
DataPACT is a key initiative that develops novel tools and methodologies for efficient, compliant, ethical, and sustainable data/AI operations and pipelines. DataPACT contributes to their design, implementation, and management by embedding compliance, privacy, and environmental sustainability at their core design. It delivers compliance-by-design for data/AI operations and pipelines by developing innovative technical tools (Compliance Toolbox) and supportive methodologies (Compliance Framework) for compliance assessment and realization of data/AI pipelines designed, deployed, and executed through a set of management tools and techniques (Compliance-aware Data/AI Pipeline Toolbox). This paper presents an overview of DataPACT, focusing on motivation, methodology, and use cases.
Roman, Dumitru
25d75657-2a6b-4529-a782-b0dc3df2519a
Konstantinidis, George
f174fb99-8434-4485-a7e4-bee0fef39b42
Palmonari, Matteo
448956fc-8b9d-4a13-9232-4d501cd35d5b
Musidlowska, Marta
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Prodan, Radu
4e018d1b-73b0-4a4b-9438-b4ad2bcaf091
June 2025
Roman, Dumitru
25d75657-2a6b-4529-a782-b0dc3df2519a
Konstantinidis, George
f174fb99-8434-4485-a7e4-bee0fef39b42
Palmonari, Matteo
448956fc-8b9d-4a13-9232-4d501cd35d5b
Musidlowska, Marta
6e39ec97-0f9b-419f-a769-491d814bfffe
Prodan, Radu
4e018d1b-73b0-4a4b-9438-b4ad2bcaf091
Roman, Dumitru, Konstantinidis, George, Palmonari, Matteo, Musidlowska, Marta and Prodan, Radu
(2025)
DataPACT: compliance by design of data/AI operations and pipelines.
Joint Proceedings of HybridAIMS and CAI Workshops. Co-located with CaiSE 2025, , Vienna, Austria.
16 - 17 Jun 2025.
Record type:
Conference or Workshop Item
(Paper)
Abstract
DataPACT is a key initiative that develops novel tools and methodologies for efficient, compliant, ethical, and sustainable data/AI operations and pipelines. DataPACT contributes to their design, implementation, and management by embedding compliance, privacy, and environmental sustainability at their core design. It delivers compliance-by-design for data/AI operations and pipelines by developing innovative technical tools (Compliance Toolbox) and supportive methodologies (Compliance Framework) for compliance assessment and realization of data/AI pipelines designed, deployed, and executed through a set of management tools and techniques (Compliance-aware Data/AI Pipeline Toolbox). This paper presents an overview of DataPACT, focusing on motivation, methodology, and use cases.
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Published date: June 2025
Venue - Dates:
Joint Proceedings of HybridAIMS and CAI Workshops. Co-located with CaiSE 2025, , Vienna, Austria, 2025-06-16 - 2025-06-17
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Local EPrints ID: 505528
URI: http://eprints.soton.ac.uk/id/eprint/505528
PURE UUID: eabb274a-c908-4dfe-a20e-c953aaf9b1d2
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Date deposited: 10 Oct 2025 17:36
Last modified: 10 Oct 2025 17:36
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Contributors
Author:
Dumitru Roman
Author:
George Konstantinidis
Author:
Matteo Palmonari
Author:
Marta Musidlowska
Author:
Radu Prodan
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