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How Deserve uses H2O.ai

ConfirmedVendor case study · Checked Oct 24, 2026
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The use case: how Deserve deploys H2O.ai

Deserve uses H2O Driverless AI for automatic machine learning to build and deploy proprietary credit, fraud, and underwriting models. Its small data science team uses automatic scoring pipelines to put self-scoring, fraud-detection, and probability-of-default models into production.

In the customer’s words

By using H2O Driverless AI for automatic machine learning, we are able to more quickly deploy our proprietary algorithms that allow us to provide credit to students and the underserved.
Kaplesh Kapadia, CEO and Founder, Deserve — Source

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Based on H2O.ai’s published case study. We check the public evidence; the results are reported by the vendor.

h2o.ai
Last checked
Oct 24, 2026
h2o.aiCaptured H2O.ai case study about DeserveOpen source capture
What the story claims, and what we checked

What we compared with the page.

  • The passage quoted aboveChecked

    Copied word for word from the page, near the name of Deserve.

  • Deserve uses H2O.aiChecked

    Confirmed line.

  • The result itselfNot checked

    We quote it; we did not measure it.

Deserve, which extends credit to students and the underserved, used H2O Driverless AI to build proprietary credit, fraud, and underwriting models in weeks instead of months.
From the page. h2o.ai