AutoML Evaluation Worksheet & Scorecard
Wayne Eckerson
February 24, 2025
AutoML platforms promise to simplify machine learning development, but their capabilities vary widely. Some prioritize automation and ease of use, while others cater to advanced users with customizable workflows. With vendors blurring the lines between categories, selecting the right platform requires a structured approach.
The AutoML Evaluation Worksheet & Scorecard offers a methodical way to compare tools, ensuring that the selected platform meets both business objectives and technical requirements.
By using this structured evaluation approach, teams can compare AutoML platforms side by side, ensuring that the chosen solution delivers the right balance of automation, flexibility, and governance.
You Might Also Like