Monte Carlo

Monte Carlo is the data and AI observability platform that helps enterprise teams find and fix bad data fast. The platform uses machine learning to monitor data pipelines end-to-end — from data inputs through to AI agent outputs — detecting anomalies, tracing lineage, and alerting owners before downstream consumers are impacted. Monte Carlo integrates natively with the modern data stack including Snowflake, Databricks, dbt, BigQuery, and Looker, providing freshness, volume, schema, distribution, and lineage monitoring without manual rule-writing. Its Observability Agents automate root-cause analysis and incident triage, reducing mean time to resolution for data reliability incidents. Used by data teams at Nasdaq, JetBlue, Intuit, Fox, and Comcast.