Delivering AI Value with Wallaroo Observability and Model Insights

  • User and System logs, including what was deployed by whom, timestamps, throughput, latency of system performance, etc.
  • Real-time audit trail of data consumed in production, model and version that performed inference, resultant prediction, timestamp, compute duration, etc.
  • Data Validation checks on the data that is being input to a model, on a model-by-model basis

Models Have Assumptions

Detecting Concept Drift

How We Do It

The Wallaroo Model Insights Framework

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