Question: Need a tool that summarizes log data for efficient troubleshooting, do you know of any?

If you're looking for a service to summarize log data so you can troubleshoot more quickly, Logz.io is a good option. It's a modern observability platform that packages tools like OpenSearch, Prometheus and OpenTelemetry into logs, metrics and trace data. AI tools like anomaly detection, alert recommendations and Observability IQ automate and speed up troubleshooting so you're more likely to find and fix problems in production. Logz.io also supports more than 300 cloud computing platforms and has flexible pricing that scales with the amount of data you ingest.

If you want to go even deeper with AI, check out Sumo Logic, a cloud-based service that handles log processing, monitoring and SIEM work, using AI and machine learning to help you extract useful information from your data. It's got cloud SIEM, regulatory compliance and several pricing tiers for different needs.

Last, Edge Delta offers automated observability with AI analysis of petabytes of data. It includes automated real-time insights, AI/ML anomaly detection and assisted troubleshooting. With a focus on efficient scaling and high-performance log data querying, Edge Delta is a good option for teams that need serious log processing and monitoring.