Databricks Certified Machine Learning Associate

A team wants to automate the evaluation of frontier open-source models for alignment and safety, quantifying operational risk against emerging standards. Which combination of tooling and benchmark aligns with this goal?

An enterprise runs a multi-stage AI pipeline over 7 billion records where deterministic rules and custom BERT models handle predictable cases while an LLM autonomously reasons over incomplete profiles. In this described architecture, which tool orchestrates the pipeline?