PromCon EU 2025

Talk abstract

From Logs to Metrics: OpenSearch's Prometheus support with Agentic AI and Natural Language to PromQL

Prometheus has become the gold standard for metric collection and alerting in cloud-native environments. At the same time, OpenSearch Dashboards continues to evolve as a unified observability platform. This talk introduces the native support for Prometheus within OpenSearch Dashboards; covering everything from seamless data ingestion and schema compatibility to rich visualizations, alerting, and unified querying. We’ll showcase how users can now pivot from logs to metrics and back with ease, powered by intelligent agentic AI features that reduce toil in debugging and investigations. Most excitingly, we’ll demo our natural language to PromQL interface; enabling users to generate complex queries just by describing what they want to see. Whether you’re an SRE, a platform engineer, or just tired of memorizing PromQL syntax, this session will show how OpenSearch is bringing intelligence, usability, and scale to Prometheus-powered environments.

Speakers

Anirudha Jadhav

Kyle Hounslow

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