Data agents: When enterprise analytics learns to reason
Original URL: https://medium.com/data-science-at-microsoft/data-agents-when-enterprise-analytics-learns-to-reason-13345ec8998e
Article Written: April 21, 2026
Added: May 20, 2026
Type: vision
Summary
The article discusses the concept of data agents, which are advanced analytics systems designed to interpret intent, monitor changes, and assist in decision-making within enterprises. Unlike traditional Business Intelligence (BI) tools that passively report data, data agents actively engage in the decision-making process by providing insights and recommendations based on governed metrics. The author outlines the operational differences between data agents and conventional analytics, shares a case study on implementing a supply chain data agent, and emphasizes the importance of trust and governance in deploying such systems.
đź’ Your Thoughts
" the semantic layer (a metrics store, glossary, or governed model) pins words like “revenue,” “active user,” or “conversion” to consistent definitions and approved tables." - I think about to build the open source tools to accelate providing these knowledge to the tables.