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ROADMAP.rst

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Roadmap

  • Dashboard to explore real-time and historical model input, predictions and performance
  • Model monitoring to detect unexpected changes in input data and predictions
  • Triggers to take actions if input or predictions diverge from expected ranges
  • Anonymize/remove PII data and keep track of PII data used for model training
  • Revoke and retrain models if certain records need to be removed due to customers that want their data revoked