Kubit is agent observability with behavior analytics. Your agent can return OK on every span and still get the answer wrong. Reading traces one at a time won't show you it's the same problem a thousand times over. Kubit shows you every run as one picture. → Polaris, our own small language model, labels every span for intent, sentiment, failures and hallucinations → Flows groups every run by the shape of its path, so you see where runs diverge, loop and stall → Triggers shows you the signal behind each pattern Kubit reads the traces already in your Databricks or Snowflake. Nothing to install, and your traces never leave your warehouse. For eight years we've built product analytics for teams at Paramount, CBS, Pluto TV, Samsung, Miro, Skyscanner, Synchrony and Serko. Now we're bringing the same thinking to AI agents. Early access is open until October 26: kubit.ai/early-access
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The Kubit annual revenue was $1 million in 2026.
Alex Li is the CEO and Founder of Kubit.
20 people are employed at Kubit.
Kubit is based in Los Altos, California.
The NAICS codes for Kubit are [513, 5112, 511, 51].
The SIC codes for Kubit are [73, 737].