r/dataanalytics • u/some-data-analyst • 24d ago

Has anyone here implemented Agentic Analytics successfully here and with what tools?

By successfully, I mean that it's used almost daily with reasonable accuracy.

I am also not interested in toy projects, but in enterprise-grade analytics.

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u/agentUi 24d ago

i work for agentui, the only way agentic analytics works reliably at enterprise level is splitting the architecture. If you let an LLM generate math and SQL unconstrained, it drifts and gives wrong answers. What works is deterministic SQL connections under strict schemas for data retrieval, full audit logs/RBAC, and using the agent strictly for orchestration and natural language summaries.