Data governance whitepaper
The twin forces of AI: Fueling a virtuous data cycle
Key research findings
As organizations rapidly adopt AI, they face a dual challenge: leveraging AI to enhance data governance while managing the increased complexity it brings. Our comprehensive survey reveals the state of AI-driven data governance and its critical role in effective AI/ML adoption.
96%
saw enhanced data quality and consistency
88%
achieved greater scalability in data management
79%
experienced improved security
67%
benefited from automated compliance
OCT. 17, 2024
24 Min Read
Our research shows companies are embracing AI at an unprecedented rate, with the average organization utilizing seven distinct Large Language Models (LLMs). This adoption is driving a heightened demand for improved data quality, particularly from legacy systems.
AI-driven data governance yields significant benefits:
- 96% saw enhanced data quality and consistency
- 88% achieved greater scalability in data management
- 79% experienced improved security
- 67% benefited from automated compliance
These improvements translate directly to business outcomes, with 98% reporting better decision-making and 96% seeing increased transparency and accountability.
While investment in enabling technologies is strong, critical gaps remain:
- 30% lack data security and privacy tools
- 33% lack compliance and audit management
- 39% lack data lineage tools
- Only 28% use AI explainability techniques
Organizations are actively measuring ROI: 100% track data quality metrics, 92% measure cost savings, and 84% monitor compliance improvements. This focus on quantifiable outcomes provides hard numbers to justify investments and demonstrate business value.
Beyond operational efficiencies, AI-driven data governance yields substantial business benefits
Improved decision-making
Increased transparency & accountability
Our data governance whitepaper underscores that while AI is creating new data management challenges, it's also providing powerful solutions. Gain insights into current practices, challenges, and the tangible benefits of integrating AI into data governance strategies. Learn how addressing investment gaps and maintaining focus on measurable outcomes is crucial for leveraging AI's full potential in data management and governance.
Download our whitepaper to discover how your organization can harness the twin forces of AI to create a virtuous cycle of data quality improvement and governance enhancement.
