Building AI Models for IT Operations


Episode Artwork
1.0x
0% played 00:00 00:00
Nov 19 2024 32 mins   84

Sunil Mallya (@sunilmallya, Co-Founder & CTO @_FlipAI) talks about building AI models to help IT Operations teams simplify troubleshooting, incident response and pattern detection.

SHOW: 874

SHOW TRANSCRIPT:
The Cloudcast #874 Transcript

SHOW VIDEO:
https://youtube.com/@TheCloudcastNET

CLOUD NEWS OF THE WEEK -
http://bit.ly/cloudcast-cnotw

NEW TO CLOUD? CHECK OUT OUR OTHER PODCAST:
"CLOUDCAST BASICS"

SHOW NOTES:


Topic 1 - Welcome to the show.

Topic 2 - Let’s begin by talking about your broader view of where IT Operations is today for large companies. What are their biggest challenges, and where are their opportunities for big improvements?

Topic 3 - One of the biggest challenges for IT Operations is so many systems, so many tools, so many data sources and the difficulty of coordinating (troubleshooting, incident response, pattern detection, etc.) across them. Is there a modern approach that’s emerging about how to make this better?

Topic 4 - Where does the potential of AI models come into play here? It is more focused on being able to ask the system for diagnosis, or can it start getting closer to taking independent actions?

Topic 5 -
How do you train an AI model with so many different pieces of customer data?

Topic 6 - Let’s talk about AI Agents and what they can begin to accomplish within an Enterprise.

FEEDBACK?