How do MLRun and Iguazio plug into the ML ecosystem?

MLRun is an open source MLOps orchestration tool at the core of the Iguazio MLOps Platform. MLRun integrates data preparation, model development, model and application delivery, and end-to-end model monitoring. MLRun provides an open and pluggable architecture, so you can build a pipeline in MLRun that launches the jobs in Azure ML or SageMaker (and soon, in Databricks).

Here are some examples of ways you can use other services with MLRun:

• Develop on SageMaker, Deploy with MLRun
• Develop on Azure ML, Deploy with MLRun

Once the model is generated, MLRun can build it into an application pipeline. With MLRun’s pluggable architecture, you’re not locked into a single environment.