Datadog

The platform aggregates metrics, traces, logs, and other telemetry from applications, infrastructure, and cloud services into a single interface, enabling users to monitor performance and detect issues across their entire tech stack. It supports a wide range of environments, including AWS, Azure, and GCP, as well as containers, Kubernetes, serverless functions, and GPU workloads. Users can define key performance indicators, create dashboards, and set up alerts to track system health and respond to incidents.

In addition to core monitoring, the service offers analytics for cloud cost, security posture, and digital experience, providing tools such as log management, sensitive data scanning, and compliance reporting. It integrates with various observability pipelines and supports dynamic instrumentation and continuous profiling for deeper insight into application behavior.

The offering includes AI‑enhanced observability features, including large‑language‑model‑based analysis and automated agents that assist with incident detection, remediation, and security assessments. It is positioned as a mature, cloud‑based solution for DevSecOps teams seeking unified visibility and automated operational intelligence.