
Variance is coming out of stealth with a $21 million Series A to build purpose-built AI agents for risk and compliance, automating content, fraud, and identity reviews at scale. Karine Mellata, co-founder of Variance, explains that their AI agents help companies like GoFundMe verify fundraisers, ensuring money goes to the intended recipients and isn't funneled to sanctioned entities. A key challenge Variance addresses is the unstructured nature of data, pulling petabytes of information from various sources, including scraping data from UIs built for humans. Mellata emphasizes the company's strong ownership culture and its reliance on AI coding agents, which significantly boost the team's software output.
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