Outmarket AI Raises $34.5M to Scale Insurance AI

Insurance still sells through people, but much of the work surrounding those people moves through PDFs, agency-management systems, carrier portals, email threads, and policy language that has to be right before a client ever sees the result. Outmarket AI is financing the harder proposition that one insurance-native intelligence layer can carry context across those handoffs without pushing professional judgment out of the room.

The San Francisco company announced a $34.5M Series B led by SignalFire, with participation from Fika Ventures, Permanent Capital Ventures, TTV Capital, and Dash Fund. The financing arrives roughly four months after Outmarket disclosed a $17M Series A, compressing what is usually a longer proof cycle into one unusually busy year.

Outmarket says it has passed 10,000 active users and now serves more than 300 agency customers, including more than 25% of the Top 100 insurance agencies. Those are company-reported figures, but they explain why investors returned quickly: agencies are using the product inside the work that sits between a policy document and a client decision.

What Outmarket AI Raised and Who Backed It

SignalFire moved from participant in the Series A to lead investor in the Series B. Fika Ventures, Permanent Capital Ventures, TTV Capital, and Dash Fund also returned, giving the round the shape of an insider-backed acceleration rather than a fresh syndicate assembled around a new story.

Outmarket says the Series B brings total funding to $56.5M. The publicly disclosed $4.7M seed, $17M Series A, and $34.5M Series B add to $56.2M, so the company's total should be treated as its reported figure rather than independently reconciled capital accounting. TechCrunch reporting syndicated by SME-INSIGHTS also put the valuation at $355M, citing a person familiar with the investment, but Outmarket did not confirm that figure in its announcement.

Vishal Sankhla and Anshu Jain founded Outmarket after careers spanning Ethos, Uber, Meta, and IBM. Sankhla serves as CEO and Jain as CTO. Their operating thesis is grounded in a specific mismatch: insurance agencies rely on deep professional judgment while their supporting information is scattered across systems that were not designed to reason together.

Why Insurance AI Has to Survive the Handoff

Analyzing a document is useful. Completing the work that document creates is where software enters the agency's risk surface. A coverage requirement can sit in a lease, the relevant limits can sit in a policy, the client record can sit in an agency-management system, and the deadline can arrive through email. The product has to preserve context across all of them before an account manager can safely act.

Outmarket's platform covers policy checking, quote comparison, proposals, loss-run analysis, employee benefits, forms, market search, custom workflows, and data intelligence. The company released a new Certificates of Insurance workflow alongside the financing. It reads a contract or lease, extracts the insurance requirements, checks them against policy data in the agency-management system, flags gaps, and prepares the ACORD certificate with the relevant holders and endorsements.

That workflow matters because a certificate looks simple only after the underlying decisions have been made correctly. The customer receives a document. The agency carries the obligation to ensure that the document reflects the contract, the policy, and the actual coverage without turning every request into another manual reconciliation exercise.

What SignalFire Is Backing

The investment case reaches beyond automating isolated tasks. Outmarket is trying to become the intelligence layer above the agency's existing systems, with structured and unstructured data available to every workflow that needs it. The company says the same underlying context can support commercial, employee benefits, personal lines, and specialty insurance rather than leaving each team with a different point solution.

The company's reported adoption suggests that agencies are willing to test that model. Outmarket says customers use the platform to reduce repetitive work, identify policy gaps, prepare client materials, and execute workflows without adding headcount at the same rate. Those outcomes remain company and customer claims, but they point to the commercial standard the product will face: accuracy has to become visible in the work, not merely in a model benchmark.

SignalFire Partner Tony Pezzullo framed the speed of adoption as the reason to lead the Series B. The investor's move from participant to lead also raises the expectation. Outmarket now has to turn fast customer growth into a durable operating position inside agencies that already have decades of systems, data, and habits surrounding every account.

The Agency-to-Carrier Expansion

Outmarket says it plans to extend its capabilities to carriers later in 2026. That move would place the platform closer to the market handoff where agencies assemble risk information, carriers evaluate it, and both sides spend time translating the same account through different systems and formats.

The opportunity is large because the friction is repeated. Submissions, policy comparisons, renewals, benefits, certificates, and coverage reviews all require information to move without losing the source, the exception, or the professional judgment attached to it. A shared intelligence layer could shorten that distance, but the burden of proof grows with every workflow it touches.

The $34.5M gives Outmarket more room to hire, deepen the roadmap, and carry its architecture across that boundary. The next chapter will be written in ordinary insurance work: whether a producer gets better information before a client meeting, whether an account manager can trust a generated certificate, and whether an agency and carrier can move the same risk forward without rebuilding its context at every stop.