MarkovML serves AI teams with a user-friendly interface for collaborating on models, experiments, and datasets. Notably, it organizes all ML artifacts in one place for better data governance. Also, it offers automated exploratory tools to check data quality, detect bias, and enhance label quality. It lets users evaluate models based on specific KPIs and ML standards. MarkovML differentiates itself in the AI field with its focus on organized data management and collaboration, while also providing advanced analysis tools.