Dynatrace is an AI-driven observability and APM (Application Performance Monitoring) platform. It instruments applications (via OneAgent), collects traces of every request, and monitors infrastructure. AI analyzes patterns and automatically detects anomalies (slow response, errors, resource spikes) without manual threshold configuration. Key capabilities: automatic instrumentation (no code changes), distributed tracing (follow requests across services), infrastructure monitoring, and AI-driven root cause analysis.