If you need a platform that offers data visualization and alerting for troubleshooting API problems and outages, and that helps you lock down app-to-app communications, Edge Delta is a good option. It's an automated observability platform that monitors services, spots anomalies and helps you figure out what's wrong through AI-assisted analysis of petabytes of data. It offers automated real-time insights, AI/ML anomaly detection, assisted troubleshooting and petabyte-scale log search. Edge Delta is SOC 2 Type 2 certified, so it's a secure option for your needs.
Another good option is Logz.io, a modern observability platform that aggregates open-source monitoring tools like OpenSearch, Prometheus and OpenTelemetry. It offers high-performance log analytics, centralized metrics monitoring and alerting, and distributed tracing. Logz.io also integrates with more than 300 platforms and applications, so it can grow with any size of organization. With features like AI-powered anomaly detection, alert recommendations and a Data Optimization Hub to cut out distracting data, it can help you automate and speed up troubleshooting.
For teams that need to quickly figure out what's wrong with distributed services, Honeycomb is a good option. It offers distributed tracing, smart data sampling and debuggable Service Level Objectives (SLOs). Honeycomb integrates with Slack for better triage and supports OpenTelemetry, so you can send data without having to worry about compatibility. Its AI-Powered Query Assistant and other tools like BubbleUp and Service Map let you visualize and understand system performance.
Last, LogicMonitor offers a hybrid observability platform, LM Envision, that's geared for operational visibility and predictability in on-premises and multi-cloud environments. It offers broad monitoring abilities and AIOPS tools to predict and prevent IT problems. LogicMonitor is designed to scale, is secure, and offers professional services and award-winning customer support, making it a good option for ensuring your APIs are reliable.