Monte Carlo was recently featured in G2’s Best Software Awards for 2026, with recognition among the top 50 products for IT infrastructure and IT management. The data and AI observability company earned its placement based on verified user reviews and ratings. The annual ranking identifies top-tier software companies across various categories, emphasizing user satisfaction and product impact.
The company’s platform is designed to help organizations maintain the health and quality of their data and AI systems. By using machine learning to monitor data pipelines, the technology identifies and alerts teams to data downtime, which refers to periods when data is missing, inaccurate or otherwise broken. This automated approach allows engineers to resolve issues before they affect business operations or decision-making processes.
According to Monte Carlo, recent G2 reviews highlight its product’s proactive issue detection, time and resource savings for engineering teams, straightforward implementation and immediate value.
“We love seeing proof of our mission out in the wild everyday, and are confident that Monte Carlo is helping engineers and data leaders reduce risk, save time and trust their data more than ever before,” the company’s announcement stated.
