Question: I need a log analysis platform that integrates with popular observability tools like Splunk and Datadog.

If you need a log analysis platform that can link to other observability tools, Mezmo is worth a look. It lets application owners add context, control and link business-critical data across different domains. Mezmo has built-in integration with Splunk and Datadog, so you can pull data from multiple sources into one place and apply custom processors to transform it. Features include data profiling, live tail and search, automated in-stream alerts, and several pricing tiers for different needs, including a free trial.

Another good option is Logz.io, a modern observability platform that packages open-source monitoring tools like OpenSearch, Prometheus and OpenTelemetry. Logz.io offers high-performance log analytics, centralized metrics monitoring, distributed tracing and AI-powered features like anomaly detection and alert recommendations. It can connect to more than 300 cloud platforms and offers flexible pricing based on the amount of data you ingest, so it should be adaptable to any organization.

If you want a more automated observability option, check out Edge Delta. This service monitors services, spots problems and helps you find the root cause through AI-powered data analysis. Edge Delta offers automated real-time insights, AI/ML anomaly detection and petabyte-scale log search, so it's a good choice for teams that want to monitor and troubleshoot without a lot of setup.

Last, Sumo Logic offers a cloud-based log management, monitoring and security information and event management (SIEM) platform. With AI and machine learning, Sumo Logic can help you wrangle cloud data, and it includes features like log analytics, infrastructure monitoring and cloud SIEM, with a range of pricing tiers to suit different needs. It's designed to help developers and security teams, with high scalability and support for major regulations.