London-based Ancep, a startup building AI agents for commercial insurance brokers, has raised $8.5 million to help them handle low-value policies that rarely seem worth the effort.
Creandum led the round, with Kleiner Perkins and Vicus Ventures participating. Angel investors include Christa Davies, the former Aon finance chief, along with staff from OpenAI, Anthropic and Google DeepMind. The money will go toward growth and hiring.
A gap in brokers’ books
Ancep is targeting an awkward corner of commercial insurance. Arranging a small policy can take almost as much work as placing a far larger one, so brokers often decline the business or let it sit. The company believes roughly half of these overlooked risks could still be placed profitably if the admin were automated.
Its AI agents take on that legwork, preparing submissions, approaching insurers and managing the placement process, so brokers can write business they would otherwise leave uncollected.
Early customers
Despite being founded only this year, Ancep says its agents are already working at ACIC Financial Advisory, one of Austria’s largest credit insurance brokers, at a top-10 UK broker and within the specialty lines of a leading US broker. The company says the chief operating officer of a division at one customer saw a 10% rise in revenue in the six weeks after deployment, though the figure comes from Ancep.
The founders
Ancep was started by Gagan Khurana and Jake Turner, who met at Oxford and previously worked together at Scope AI. Their background in building AI products for regulated settings is a selling point in an industry that is cautious about automation.
Why it matters
Insurance brokerage has long relied on manual processes, and brokers’ time is the scarce resource. Software that frees it up could change which risks get written at all, not just how fast. That would expand the market for insurers as well as broker revenue.
Competition is building. Other startups, including recent well-funded entrants, are applying AI agents across underwriting and brokerage workflows. Ancep’s focus on small commercial risks is narrow, which may help it stand out, but the idea will need to work consistently across many insurers and placement rules before it can scale.
For now, an early revenue uplift at a customer and a strong investor line-up give the young company a promising start.