PLATFORM OFFICE HOUR

AI Powered Data Management

Simplify Data Onboarding and Pipeline Operations with AI

Ask the experts at Community Office Hours! An ongoing series where technical Splunk experts answer questions and provide how-to guidance on various Splunk products and use case topics.

In this session, we’ll focus on AI-Powered Data Management and how AI and agentic capabilities can help simplify data onboarding, schematization, and pipeline operations.

Join us to learn how AI-Powered Data Management can guide administrators through complex onboarding workflows, automate schema generation and CIM mapping, and help monitor and manage pipeline health with less manual effort.

We’ll also explore how specialized AI agents, LLM-powered reasoning, and deterministic validation work together to help administrators onboard and manage data faster while maintaining human review, data privacy and security.

What can I ask in this AMA?

• What is AI-Powered Data Management and how does it work?
• How can AI help simplify and accelerate data onboarding in Splunk?
• How does AI-Powered Data Management generate schemas and recommend CIM mappings?
• What are agentic workflows, and how are AI agents used within Data Management?
• How can AI help monitor pipeline health and provide remediation recommendations?
• How do LLMs and deterministic validation work together within AI-Powered Data Management?
• What data is shared with the LLM, and how are data privacy and security handled?
• What role does human review play before AI-generated configurations and recommendations are deployed?
• Anything else you’d like to learn about AI-Powered Data Management!

Please submit your questions at registration. You can also head to the #office-hours Community Slack channel to ask questions.

Pre-submitted questions will be prioritized. After that, we will open the floor up to live Q&A with meeting participants.

We look forward to connecting with you!

Our Speakers