Question: I'm looking for a solution that detects anomalies in log data without requiring predefined alert thresholds, can you help?

If you're looking for a system that spots anomalies in log data without needing you to set thresholds for alerts, Edge Delta could be a good choice. This automated observability service uses AI/ML for real-time insights and anomaly detection so you can monitor and control log data without a lot of setup. It's flexible with auto-discovery and petabyte-scale log search, and it's SOC 2 Type 2 certified.

Another good option is Logz.io, which marries open-source tools like OpenSearch and Prometheus for log analytics and alerting. It's got AI-powered anomaly detection and alert recommendations, and it integrates with more than 300 cloud platforms and applications. Logz.io's observability platform is designed to scale, and it's got a 14-day free trial, so it's good for small or large organizations.

If you're looking for something more specialized, Falcon LogScale is a next-gen SIEM and log management service with real-time search and alerting. Its index-free architecture can handle petabyte-scale security logging, and it offers 360° visibility into the data it aggregates, so it's good for big businesses and heavily regulated industries. Falcon LogScale is designed to scale and be flexible, with pricing that's affordable and unlimited.