Monte Carlo

Monte Carlo is a private B2B SaaS company that sells an enterprise data and AI observability platform. Its platform monitors data pipelines, datasets, and production AI or agent workflows, with capabilities including anomaly detection, data lineage, incident alerting, and root cause analysis. The company positions this as operational infrastructure for enterprises that need reliable analytics, machine learning, and AI systems. The business serves enterprise data and AI organisations, including data engineers, analytics engineers, machine learning engineers, and senior data or AI leaders. It generates revenue through annual enterprise software subscriptions priced on deployment scale, monitored assets, feature depth, and integrations. Its go-to-market model is enterprise sales-led, and its expansion path depends on growing usage within large data environments and broadening from data observability into agent trust and AI system monitoring.