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.

Publication Details

Journal
ePrints Soton (University of Southampton)
Published
2025-06-01
Primary Topic
Ethics and Social Impacts of AI
Type
article
Field-Weighted Citation Impact
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article

DataPACT: compliance by design of data/AI operations and pipelines

ePrints Soton (University of Southampton)
Ethics and Social Impacts of AI
article

DataPACT: compliance by design of data/AI operations and pipelines

article en

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.

ePrints Soton (University of Southampton)
Life in Land
Openalex Percentile: Top 33%
Ethics and Social Impacts of AI
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DataPACT: compliance by design of data/AI operations and pipelines · ePrints Soton (University of Southampton) (2025) | TGRS Research Map | TGRS