According to industry reports, only 22 percent of companies using machine learning have successfully deployed a model. And out of that cohort, over half believe deploying another would take at least 90 days. Often, the challenge is not training the model but getting up-to-date, correct information for it to score.
Materialize has all the capabilities necessary to deliver a feature store that continuously updates dimensions as new data becomes available without compromising on correctness or speed. And because Materialize is Postgres wire compatible, the feature can be served or queried using your favorite Postgres driver. No custom integrations are required.
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