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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