What Is Mona?

Mona is a platform for contextful monitoring and analysis of AI systems and ML models running in production environments.

With Mona, you can:

• Define, export, and aggregate contextual data about your AI system runs, including
  • System inputs / model features
  • System/model outputs
  • Labels
  • Metadata
• Get alerted on performance / behavioral issues manifested in anomalous metric behaviors,
  including data integrity issues, outliers, and drifts
• Isolate underperforming data segments, and perform rapid root-cause analyses

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