Variance, a San Francisco, CA-based company developing AI investigative agents for risk and compliance, has raised $21.5 million in a Series A funding round led by Ten Eleven Ventures.
The round also saw participation from 645 Ventures, Y Combinator, Urban Innovation Fund, and Okta Ventures.
The company plans to use the funds to grow its operations and continue developing its products.
Variance builds AI agents for risk and compliance. As fraudsters use generative AI to create fake identities and data becomes scattered across systems, investigations become harder. Variance’s agents solve this by analysing complex data and delivering clear, auditable decisions within minutes.
Variance is trusted by Fortune 500 and fintech companies to manage critical compliance and fraud tasks such as KYC, KYB, AML, transaction monitoring, and fraud detection—work that typically requires teams of analysts and several days to complete.
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When a new customer triggers a KYB review, Variance’s agents automatically collect company documents, check ownership records, trace complex ownership structures, scan sanctions lists and adverse media and deliver a decision within minutes based on the customer’s compliance rules. Another agent continuously monitors data to detect unusual patterns and hidden risks early.
At the core of the platform is a powerful context engine and data system that combines past investigations, business data, and relationships to automate workflows fully. Variance processes over 70 million data signals every day and carries out around 300,000 automated actions across its customers.
The financial crime industry is moving from simple risk scoring to full investigations. Instead of just giving a probability, Variance agents gather business data, trace links to risky entities, check adverse media, and provide a complete evidence report with a recommended action.
This is possible through three key features: a context engine that connects all data into one system for faster analysis, a compliance layer that ensures rules are followed consistently with a full audit trail, and access to over 150 global data sources, including registries, sanctions lists, and media—reducing work from weeks to minutes.
In real world use, Variance has helped major companies uncover fraud networks and trace ownership structures. Tasks that once took teams of analysts and weeks to complete are now done in minutes, with human-level accuracy, often replacing manual review processes entirely.
Variance supports organisations with strict data rules by offering fully on-premises, secure deployments that keep data within the company’s systems. With features such as customer-controlled encryption, detailed data controls, and confidential computing, sensitive information never leaves the organisation and is not accessible to Variance.
“The Variance team understands the pressure on compliance teams and the opportunity to improve accuracy and efficiency using AI agents,” said Megan Dubofsky, Partner at Ten Eleven Ventures. “This approach combines deep analysis, automation and full auditability, helping companies reduce risk, build trust and maintain strong integrity.”
“AI is a powerful tool that can both enable and prevent crime. We want to use it fully to support those working to stop it,” said Karine Mellata, CEO and co-founder of Variance. “This new funding will help us bring our technology to compliance teams that are still doing this work manually.”
About Variance
Founded in 2023 by Karine Mellata and Michael Lin, Variance is based in San Francisco and was launched after the two worked together on Apple’s fraud engineering and risk team, bringing strong experience in building large-scale systems. The company now offers an AI platform that automates fraud, risk, compliance, and KYC/AML workflows for large enterprises.
About Ten Eleven Ventures
Founded in 2014 by Alex Doll and Mark Hatfield, Ten Eleven Ventures is a global cybersecurity-focused investment firm. The firm invests in and supports companies solving critical digital security challenges, using its team, network, and experience to help them grow. Since its launch, Ten Eleven has raised over $1 billion and invested in more than 60 cybersecurity companies worldwide, including KnowBe4, Darktrace, Axis Security, Twistlock, Verodin, Cylance, and Ping Identity.
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