What is Data Governance in an AI workplace?
Data governance in AI refers to managing data availability, usability, integrity, and security. It involves establishing policies, procedures, and standards for data handling throughout its lifecycle in AI systems.
Benefits of Data Governance
- Ensures data quality and consistency across AI applications
- Supports compliance with data protection regulations
- Improves data security and privacy management
- Enhances trust in AI systems and their outputs
- Facilitates ethical use of data in AI development and deployment
