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The New Role of Data Teams in the Agentic Analytics Era

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Databao Agentic platform with modular AI tools and a governed semantic layer for any data stack The New Role of Data Teams in the Agentic Analytics Era Last week, in the first part of this series, we explained why two analysts can produce two different answers from the same data, and why that problem gets worse with AI agents. Without a shared semantic layer defining metrics and business logic, AI...
The article highlights the importance of a shared semantic layer in AI-driven analytics to ensure reliability and trustworthiness. It suggests a shift in the role of data analysts towards defining and enforcing consistent metrics, setting governance and versioning standards, and designing guardrails. The proposed solution involves a next-generation analytics stack consisting of small teams of specialized agents, each with a clear role, checking one another. This includes a discovery agent, a sem...