Integrate Model Serving With ML Observability

BentoML and Arize AI have partnered to streamline the MLOps toolchain and help teams build, ship, and maintain business-critical models. Leverage Bento’s ML service platform to easily turn ML models into production-worthy prediction services. Once your model is in production, use Arize’s ML observability platform to attain the necessary visibility to keep your model in production.

  • Step 1: Build an ML application with BentoML

  • Step 2: Serve ML Apps & Collect Monitoring Data

  • Step 3: Export and Analyze Monitoring Data

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