StitchStudio, the AI platform built to operationalize insurance work, has announced an $8 million financing round led by Voyager Capital, with participation from Lookout Ventures and Grit Capital Partners, continued investment from existing backers ManchesterStory and BrokerTech Fund, and additional backing from insurance industry veterans.

The round comes as insurers across the industry work to move artificial intelligence beyond pilot projects and into production. That transition — from a controlled demo to daily operations — is where insurance AI efforts most often stall, a pattern the company and its backers describe from firsthand experience below. StitchStudio's AI agents run inside the daily operations of insurance carriers and brokers, where the company says they deliver measurable results at scale.

Insurance operations present a distinct challenge for automation. They rely on systems of different vintages, product and state rules that change constantly, and procedures that differ from one organization to the next. That operational fingerprint makes rigid automation tools and generic AI platforms difficult to deploy, leaving teams to re-key the same data across disconnected systems. It also explains why compliance sign-off keeps surfacing, from the CEO and investors alike, as the gate a workflow has to pass before it goes live.

Today, M3 Insurance, Heffernan Insurance Brokers, Fidelity Life, InstaBrain, Frank Winston Crum Insurance, and other industry leaders run quote comparison, producer onboarding, eligibility, billing reconciliation, and benefits quoting on StitchStudio's purpose-built insurance AI platform.

StitchStudio says its customers are already seeing results, including producer contracting cut from more than 23 days to same day, proposal turnaround reduced from 90 minutes to 15 with more than 5,000 hours saved, and more than 75% of RFP processing automated. Because these are the high-volume, manual processes that carrier and broker teams handle every day, the figures reflect production use rather than pilot conditions.

"Every carrier we talk to has a drawer full of AI pilots. Getting a workflow into production takes unglamorous work. It must fit the systems and rules the company already runs, and someone in compliance must be able to sign off on it," said Karan Mishra, CEO of StitchStudio. "Our customers got their first workflows live and came back to expand across the enterprise. This round helps us get them there faster."

The company plans to use the new capital to expand its product suite across employee benefits, life and annuity, and commercial property and casualty (P&C); grow its customer success team; and scale self-service tools for customers and partners. Those expansion targets sketch out what to watch next: how far the platform's insurance-specific model of products, rules, and documents carries into these adjacent lines, and whether existing customers add workflows beyond the ones they already run.

"We look for markets at an inflection point and founders who are uniquely suited to them. StitchStudio has both," said Austin Guyette, partner at Voyager Capital. "Insurance is at the moment where AI is finally moving into core operations. By targeting the high-volume, manual workflows that slow carriers and brokers down, StitchStudio delivers measurable ROI in weeks, not years. Its founders have spent their careers inside these operations, and every customer we spoke with was already lining up their next workflow."

How It Works

StitchStudio builds AI agents on an insurance-specific model of products, rules, and documents, then configures them to each organization's procedures and data. The agents operate inside customers' existing systems through APIs and file exchange, so clients retain their core systems, and every agent action remains explainable and auditable.

"Carriers and brokers in our network are now asking who can get AI into production inside the systems they already run, with compliance comfortable signing off. StitchStudio is doing exactly that, and the customer expansion is why we invested again," said Matt Kinley, Founding Partner at ManchesterStory.