Article by Tina Chakrabarty: “…Intelligent agents—autonomous software entities that can learn, act and collaborate to maintain and enhance data ecosystems—are shaping the next frontier of enterprise data. These agents can:
- Continuously scan datasets for drift, bias and integrity issues.
- Auto-classify data based on use-case sensitivity.
- Generate enriched metadata and context.
- Recommend access controls based on behavioral patterns.
- Validate whether data is fit for use for LLMs.
- Trigger alerts and remediation without human intervention.
Instead of humans managing data tasks manually, agents become active co-pilots—ensuring that every data element is AI-ready. This shift from passive governance to proactive enablement is already transforming how AI models scale globally…(More)”.
