A closed garden gate, Klikblick, Pixabay.

Stop! Don’t Feature-Gate Machine Learning

Common problems that you will experience if your ML feature is not free

Ori Cohen
Product Coalition
Published in
3 min readNov 9, 2022

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In many companies, where machine learning (ML) is not the core business, there is a tendency to place ML as gated features, i.e., features that are only accessible if you pay more for them, i.e., as a way to upsell a product.

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