AI Monitoring Agent for Faster Coverage at Scale

Stop wasting time on manual monitors. Monte Carlo's Monitoring Agent helps you define and deploy new monitors in seconds to improve reliability from data to agent.

Increase monitor deployment speed by 30% or more

Monitoring Agent leverages signals across your data + AI estate to drive faster, smarter data quality rule recommendation, so you can reduce coverage gaps and deploy more impactful monitors in seconds.

Generate monitors and deploy in a single click

Automatically generate sophisticated data quality monitors and thresholds that are easy to understand and even easier to deploy.

• 60% recommendation acceptance rate.
• In production across hundreds of customers.

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“[monitoring agent] condenses what previously took weeks of effort into a much shorter time frame, in some cases even a few minutes, and reduces the risk of coverage gaps that often leave your business exposed to bad data…"

Data Platform Lead, Roche

Take a Tour of the Monitoring Agent

▶ View interactive demo

Enterprise-Grade Security

Data is never stored by Monte Carlo or used to train models

AWS Bedrock and PrivateLink ensure privacy and security

Humans stay in the loop—agents never manipulate data or systems

Unstructured Data Monitoring Now Available

• AI-powered checks now available for unstructured fields.
• Ability to monitor for metric quality with just a few clicks.
• Support for unstructured file types in Snowflake, Databricks, and BigQuery.

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Trusted by the world’s leading enterprises

Get started fast—scale faster.

Fast setup—even faster time to value. Connect to Monte Carlo in seconds, start monitoring out of the box and automatically scale with your environment.