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As published on h2o.ai. Checked by usedby on Oct 17, 2026.

What happened

Beeswax uses H2O-3 machine learning to optimize digital ad campaigns in real time, delivering predictions within milliseconds across very large volumes of ads. It also helps brands take control of their own advertising optimization.

Summary written by usedby from the source page, in English. The figures are those of H2O.ai and Beeswax, not ours.

Real-time systems such as those deployed in online advertising impose stringent constraints on the design of machine learning solutions. Digital ad campaign optimization engines typically need to obtain machine learning predictions for a given ad within a few milliseconds.

From the page. h2o.ai

H2O has the experts on their team that can help us. That makes my life easier because people on my team can focus on the business needs.

Sergei Izrailev, Chief Data Scientist, Beeswax. Source

What the story claims, and what we checked

What we compared with the page.

  • The passage quoted aboveCheckedCopied word for word from the page, near the name of Beeswax.
  • The numbers in our summaryCheckedEach one is printed on the page.
  • Beeswax uses H2O.aiCheckedConfirmed line.
  • The result itselfNot checkedWe quote it; we did not measure it.

Same company, same tool or same industry.

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