Openlayer

Openlayer is an analysis platform that "opens up" machine learning models by detecting and eliminating failure patterns and biases. The job it does: catching bugs before customers do, by hand or with automation.

Who is it for? Mostly engineering and QA teams. They also list Artificial Intelligence (AI), Developer Tools, Machine Learning and Quality Assurance, so expect those to show up in the feature set. As a very small product team themselves (1 to 10 people), they tend to serve customers of a similar scale best. You will probably talk to the people who build it, which is great until you need 24/7 support.

Openlayer is based in San Francisco, California. More on openlayer.com.

Things worth asking about: browser and device coverage, parallel runs, and reporting. Get the renewal terms in writing before the first invoice.

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