Step 7: Implementing an AI Data by Design program
Data by Design represents an approach that integrates data management, data quality, ethics, privacy, and security considerations right from the outset of any data-related architecture, engineering, analytics, process, or system implementation. It goes beyond mere compliance, aiming to infuse data management, quality, linkability, and usage with ethical principles and secure practices into the very fabric of how data is developed, managed, accessed, and utilized. Data by Design ensures that your organization’s data strategy is aligned with business goals, significantly improving the ROI of your data.
A robust Data by Design framework
A Data by Design framework should encompass the following:
- Ethics by design: Embedding ethical considerations into the entire data life cycle is fundamental. This includes assessing data collection practices, ensuring ethical sourcing, establishing transparent processes for data use...