Monte Carlo is on a mission to enable the world's enterprises to adopt trusted AI

400+ Enterprise Customers

1,000 Incidents Resolved Daily

10M Tables Monitored

What our customers say

The only platform trusted to run data and AI in production — from pipelines to agents, at enterprise scale

“Monte Carlo helps you pinpoint any bottlenecks in your pipeline and streamline the effort to reduce technical debt where it’s needed most. Monte Carlo helps you maintain a high performance of your pipeline, quickly address emerging issues, and reduce cost consumption.”

“Monte Carlo gives upstream and downstream lineage for a 40,000-foot view of the entire data ecosystem — and this helps stakeholders across the company truly run.”

“In the past, we might have to backfill six months of data to when the issue started. But if we can detect an issue in a day, then a one-day backfill can be a lot cheaper. There are lots of benefits, like engineering time, that we’re seeing from data observability.”

“We have 10% of the incidents we had a year ago.”

“Data observability has become a necessity, not a luxury, for us. As the business has become more and more data-driven, nothing is worse than allowing leadership to make a decision based upon data that you don’t have trust in. That has tremendous costs and repercussions.”

“Data trust is a human emotion, which isn’t always entirely rational. But, if you can give the analysts access to Monte Carlo where they can see the health of all the data objects they are using, you can sell them on the data’s quality.”

Enterprises are deploying agents. The infrastructure to trust them didn't exist — until now.

In 2025, enterprises moved from experimenting with AI to deploying it in production. But scaling from a handful of agents to hundreds means you can't manually inspect every interaction, debug every failure, or track down every cost spike. Traditional monitoring stops at the pipeline. It never touches the agent.

Monte Carlo closes that gap. As the agent trust platform, we intelligently monitor, troubleshoot, and improve AI agents and their underlying data in production — covering everything from the pipelines feeding your agents to the context they retrieve, the decisions they make, and the outputs they produce.

From human-guided oversight to fully autonomous operations, Monte Carlo meets you wherever you are on that journey.

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.