Question: Is there a solution that allows me to collect and query logs from different sources in a single database?

Logz.io is a modern observability platform that packages tools like OpenSearch, Prometheus and OpenTelemetry into one service for logging, metrics and tracing data. It's got tools for log processing, infrastructure monitoring and distributed tracing, and AI tools to help you troubleshoot faster. Logz.io can connect to more than 300 cloud services and applications, so it's a good fit for any organization.

Another good option is Falcon LogScale, a next-gen SIEM and log management service. It's got real-time search and alerting abilities, petabyte-scale security logging and an index-free architecture for high-performance handling of massive amounts of data. Falcon LogScale is designed to break down data silos and offer 360° visibility, so it's good for large enterprises and heavily regulated industries.

If you need a high-performance real-time data system, SingleStore could be a good choice. It lets you read, write and query petabyte-scale data sets in a few milliseconds, combining transactional and analytical data in one engine. SingleStore can ingest high-throughput streaming data and support different data models, so it's good for applications that need to analyze data as fast as it arrives.

And Better Stack offers an all-in-one incident management service that normalizes logs from different sources into structured data you can query with SQL. It's got tools for log management, uptime monitoring and incident response, so it's a good foundation for teams that need to visualize, debug and resolve incidents.