Guava raises $12.5 million to build AI phone agents for insurers

Guava, a Los Angeles company that builds AI voice agents, has raised $12.5 million in seed funding. Its target is regulated industries such as insurance, where a phone call about a policy or a claim could one day be handled by an AI agent instead of a person. Acrew Capital led the round.

What changed

Flourish Ventures, WillowTree Ventures, Clocktower Ventures and Commerce Ventures also took part. Commerce was already an investor. Guava plans to use the money to improve its models and products and to build a sales team aimed at large companies and business process outsourcers, which are firms that run customer service for other businesses.

Why demos are not enough

Guava's pitch starts with a common complaint. CEO Omri Dahan says nearly every company he spoke with was unhappy with the voice AI it had tried. It sounds fine in a demo, he says, but breaks down on real, high-stakes calls.

Guava also builds its own speech, language and voice models in one system. Many rivals combine tools from several providers. Co-founder Anthony Scodary says that approach means inheriting other companies' delays and failures.

What the numbers say

• Its first public model, Daytona, launched in September.
• More than a dozen enterprise customers use it, with tens of thousands of calls a day.
• It ranked in the top 10 on Coval's word error rate test, often first or second.
• Enterprise customers typically reach a first live regulated call within 14 days.

Word error rate measures how often a system mishears spoken words. These figures come from Guava and the article. They are not independent checks of how the agents perform with customers.

Who it affects

Anyone who calls an insurer or another regulated company could eventually reach an AI agent. Businesses are the direct audience. They can set the agent's goals, connect their own information and write rules for what it may do. Developers can use Python, TypeScript or Claude Code, and Guava says a working agent takes under five minutes to build on its free offering.

What is not known yet

The article does not name any insurer using Guava, and it does not say how callers will be told they are speaking to AI. It also gives no data on how often the agents finish a call successfully. Guava says the new funding will also go toward agents that run on devices or a company's own servers, and agents that can listen and speak at the same time, as people do.