"AI-Ready" starts with data + AI observability
Join us at Databricks Data + AI Summit on June 9-12, 2025 to learn how leading data teams are leveraging Monte Carlo to get AI-Ready in 2025.
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Meet Monte Carlo at Databricks Data + AI Summit
Meet us at Databricks Data + AI Summit in San Francisco. Learn how to scale AI-readiness on Databricks with Monte Carlo
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Check Out How Monte Carlo supports Databricks Customers
Monte Carlo is recognized as Databricks go-to solution for data observability. Together, we help data teams deliver reliable, trustworthy data across the Data Lakehouse
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Monte Carlo and Databricks Partner to Deliver Data + AI Observability
Monte Carlo and Databricks are giving data + AI teams comprehensive visibility into the quality and reliability of AI systems in Databricks Data Intelligence Platform
Learn MoreFuel up at the Data Caf(AI)
Access to VIP section of the Data Caf(AI) and enjoy premium complimentary refreshments during Databricks Data + AI Summit! Whether you’re looking for a morning pick-me-up or an afternoon wind-down, Data Caf(AI) is your go-to spot to sip, chill, and connect.
Drive mission critical business initiatives with trusted data + AI.
Scale Profiling with AI
Leverage AI to make smarter profiling decisions. Set up rules in minutes to monitor for anomalies across your most important data sets.
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Build Trust Across Domains
Set and uphold data SLAs. Show quality levels and current health status so your users are never blindsided by bad data and AI.
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Accelerate Root Cause Analysis
Automated detection, triage and resolution capabilities allows your team to find and fix bad data, fast.
Trusted Data + AI For All
Democratize reliable data + AI products at scale.
Easily surface data quality SLAs for data and AI products to stakeholders. Manage and improve the reliability of the tables and assets powering your most critical data applications, and in the process, foster greater trust and collaboration between engineering and analytics teams.
- Drive change management for data quality initiatives.
- Understand data product support levels and operational response.
- Uncover specific incidents and trends to enforce data SLAs.


Fast Incident Resolution
+1,000 incidents resolved in Monte Carlo daily.
- Understand where incidents originated with cross-system data lineage.
- Zero in on bad source data with automated segmentation analysis.
- Discover system failures with metadata monitoring and incident correlation.
- Surface bad queries and faulty logic with code change insights.
Scale Data Quality Management
Monte Carlo unifies data quality monitoring, root cause analysis, and data platform cost optimization in a single platform built for the entire data team. Get everyone on the same page when it comes to data quality, access, and ownership with data observability.

Trusted by hundreds of enterprise data teams
With 500+ deployments across Pharma, FinServ, Retail, CPG, and more industries, Monte Carlo is the leader in data quality and observability according to G2, Gartner Peer Insights, and more.











Gartner Market Guide
Data Observability Tools
Access this research that outlines how data and analytics leaders can best leverage the data observability market’s offerings.
Learn why today’s leading data teams rely on Monte Carlo for data + AI observability.
"Setting up is easy and onboarding new teams and team members is a pleasure. Our dedicated customer experience and support team is always there to answer questions and take feedback and enhancement requests. Alerts provide value and insights into the data domain, and the lineage is a blessed addition. "
"Overall, our experience with Monte Carlo has been exceptional. In an environment where we have hundreds of critical tables across multiple cloud providers and services, Monte Carlo has helped us scale data quality checks via their automated monitors. Additionally, their customer success team is truly world-class and very reliable!"
"MonteCarlo is a must-have data observability platform & a key arsenal for Data quality, for Data teams who are diligent in managing their data. Out of the box monitors, simple UI for configuration, Slack integration for alerts, prompt response from product team & service teams, Data Product concept, Data sharing, Snowflake Tag usage."