Apr 26, 2023

Production ML Model Quality Monitoring Using Druid

Machine learning and AI have progressed out of the initial technology development phase and into full production. In this new domain, the concept of monitoring has been redefined. Monitoring now fully encompasses the traditional APM and infrastructure monitoring domains of the past, but also extends it to include measurement of the performance of the models themselves.

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Mar 05, 2026

Imply Lumi: What’s New, What’s Next — and How to Unlock More Observability Value Today

Observability teams must retain more data, investigate faster, and control costs without disrupting existing tools. This live Imply Lumi update shows new ingestion, retention, search, Splunk interoperability,...

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Jan 07, 2026

Strategies for Managing Your Splunk Spend at Scale in 2026

Learn how a decoupled architecture for Splunk—powered by Imply Lumi and Federated Search—helps you keep more data searchable, reduce costs, and scale efficiently without changing existing Splunk workflows.

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Nov 19, 2025

Observability at a Breaking Point: How Decoupling Unlocks Speed, Scale, & Savings

Learn how decoupled observability helps you do more with your Splunk data, reduce costs, and scale efficiently with Federated Search.

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