Datadog AI

About Datadog AI

Datadog is the leading cloud monitoring and observability platform, now enhanced with AI-powered capabilities that help engineering teams detect, diagnose, and resolve issues faster. With Watchdog, Bits AI, and LLM Observability, Datadog brings artificial intelligence to every aspect of the monitoring lifecycle, from automated anomaly detection to natural language investigation. Watchdog is Datadog's AI engine that continuously monitors all ingested data for anomalies, performance degradations, and emerging issues. Unlike threshold-based alerting that requires manual configuration, Watchdog automatically learns normal patterns and surfaces deviations that require attention. It correlates anomalies across metrics, traces, and logs to provide root cause analysis, reducing mean time to detection and resolution. Bits AI is Datadog's generative AI assistant that enables natural language interaction with the entire monitoring platform. Engineers can ask questions about their infrastructure state, investigate incidents through conversation, and generate queries without knowing the exact syntax. Bits AI understands the context of the organization's infrastructure and can suggest relevant dashboards, logs, and traces to accelerate troubleshooting. Datadog's LLM Observability provides purpose-built monitoring for AI applications, tracking LLM performance, token usage, error rates, and response quality across production AI systems. It integrates with major LLM providers and frameworks, enabling teams to monitor costs, detect hallucinations, and optimize their AI application performance. This is increasingly critical as organizations deploy more AI-powered features in production. The platform's comprehensive monitoring stack spans infrastructure monitoring, APM, log management, synthetic monitoring, real user monitoring, network monitoring, and security. With 750+ integrations across cloud providers, databases, frameworks, and tools, Datadog provides a single pane of glass for the entire technology stack. The platform scales from small startups to the largest enterprises, processing trillions of events daily with sub-second latency.