> ## Documentation Index > Fetch the complete documentation index at: https://arize-ax.mintlify.dev/docs/llms.txt > Use this file to discover all available pages before exploring further. # Bentoml > 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 ## Tutorial Blog