Datadog's cloud monitoring and observability platform reached $2.7 billion in annual revenue in 2025 with 29,200 customers, becoming the essential operations layer for companies running complex microservice architectures on AWS, Azure, and GCP. Its LLM Observability product β tracking token usage, latency, and cost across AI API calls β became the standard tool for monitoring AI-powered applications in production.

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