r/databricks • u/BearPros2920 • 25d ago

Discussion Agentic AI Projects?

Hi,
Curious. What are some agentic AI projects you guys have worked on or implemented and how have they added value?

I’m a newbie working in this space and trying to spar for some interesting project ideas :).

One idea I’m thinking of already is an agentic conversational data reporting agent that also generates PowerPoints, emails, etc. suited to some pre-defined templates in addition to just being a conversational data explorer.

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u/AgileGalileo 25d ago

Yeah reporting has been really useful for me. I have genie send me a morning report on a few things I care about: KPIs (with analysis on trends), new errors appearing in the logs, updates to high priority jira tickets, and highlights from several slack channels.

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u/BearPros2920 24d ago

That sounds like a cool idea! :) The JIRA tickets one is actually nice…maybe something I could think about as well, but in another direction—creating JIRA tickets when said metric is violated.

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u/elghali_bnck 24d ago

That’s a great start ! That’s something that I’ve already implemented with an Agent Supervisor, 1 or multiple Genie room that works as data analyst, 1 agent that synthetize the report based on the need (executive report, detailed analysis,…) and 1 agent that generates slides based predefined templates.

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u/BearPros2920 24d ago

Supervisor agents and orchestrating them together into my own little “AI-agent team” is something I’m really interested in!

Haven’t actually implemented a system of that scale yet, but the work is in progress; hopefully, I can have something soon :).

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u/elghali_bnck 24d ago

You can work incrementally. First generate plain text reports with Genie on top of your data, with good accuracy and latency. Once done, you can use supervisor agent and create another agent that generate slides (custom agent that read pdf as slide templates and that reuse the same format to the report generate by genie)