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For louie.ai, our users are doing agents and agentic reasoning for automating daily investigation work:

1. Agentic Automation: For every alert/ticket coming in, the agent does a pre-investigation across relevant APIs, DBs, etc, helping identify FPs and providing more context on real ones. Cuts down on human time and speeds up handling.

2. Vibes Investigation: The same agentic reasoning is used when spelunking, where beyond just text2sql, the LLM will spin 2-10 minutes to investigate Splunk, databricks, etc for you.

Underneath, the agent has tools like semantic layers over DBs, large logs/text/dataframe analysers, etc .



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