Monte Carlo Launches AI Teammate Bayes

The new AI-powered offering helps companies improve agent reliability during production.

Written by Ashley Brownridge
Published on Oct. 28, 2026
AI Agent depiction
Image: Shutterstock
REVIEWED BY
Rose Velazquez

Monte Carlo, an agent trust platform for enterprises, announced the launch of its new AI product, Bayes. Bayes acts as an AI teammate that can autonomously detect, troubleshoot and fix issues across agents and the data that powers them. 

The new product helps companies trust and govern their agents as they deploy them. Bayes, which operates inside engineers’ existing tools, learns the unique landscape of a company’s data and AI environment so that it can deploy appropriate monitoring strategies to catch agent failures in production; resolve emerging issues and confirm whether its agent fixes were successful; and autonomously configure and tune monitoring coverage. Bayes is available for Monte Carlo customers in the Monte Carlo platform, Slack, Microsoft Teams and through MCP.

“Every enterprise wants more agents in production, and every one of them hits the same wall: there aren't enough engineers to keep those agents trustworthy,” Barr Moses, Monte Carlo CEO and co-founder, said in a statement. “Bayes changes that math. It understands your agents and your data together, fixes what breaks and gets better at your environment every day. Teams can now spend less time firefighting and more time shipping.”

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