London insurance technology company Ancep has raised $8.5m to expand its artificial intelligence platform, which helps commercial insurance brokers process smaller customer accounts that can be too expensive to handle through conventional administrative systems.
The investment round was led by European venture capital company Creandum, with participation from Kleiner Perkins and Vicus Ventures.
Individual investors include Christa Davies, formerly chief financial officer of Aon, alongside professionals associated with OpenAI, Anthropic, and Google DeepMind.
Ancep develops AI agents that undertake administrative work involved in arranging commercial insurance, allowing brokers to process enquiries that might otherwise receive limited attention because of their relatively low commission value.
The company estimates that up to 30% of potential insurance placements received by brokers fall below the threshold at which handling them is commercially attractive.
It believes approximately half of those opportunities could become profitable through automation, creating potential additional revenue without a proportionate increase in staffing.
These figures represent Ancep’s assessment of the market rather than independently verified estimates of additional revenue available across the insurance industry.
The company is positioning its technology as a tool for established brokers rather than an alternative distribution channel intended to replace them.
Reducing the cost of smaller accounts —
Commercial insurance brokers typically gather information about a customer’s business, assess the coverage required, contact insurers, compare available terms, and prepare the documentation necessary to place a policy.
Many of these processes involve similar administrative tasks regardless of whether the resulting policy generates a modest commission or a substantially larger payment.
For smaller accounts, the cost of completing that work can absorb much of the revenue a broker would otherwise receive.
Ancep’s software is intended to automate elements of information collection, document preparation, and communication with insurers, allowing employees to spend less time on routine administrative activities.
The platform is designed to operate alongside existing brokerage systems rather than requiring customers to replace established technology infrastructure.
That approach is important to the company’s commercial proposition because large insurance brokers frequently operate complex systems developed through years of expansion, acquisition, and regulatory change.
Introducing a new service without extensive changes to those systems can reduce the operational work required before it becomes available to staff.
Ancep says its agents can help brokers identify and complete smaller placements that would previously have been declined or given lower priority.
The company estimates that recovering some of that activity could generate additional revenue equivalent to 5%–10% for a large brokerage. That remains a company projection and will depend on the customer, types of insurance involved, and actual implementation results.
Investment targets larger broker networks —
Ancep was founded by chief executive Gagan Khurana and chief technology officer Jake Turner, who are targeting major international commercial insurance intermediaries.
The platform retains brokers within the placement process, with insurance professionals responsible for decisions about customer requirements and coverage.
This distinguishes the business from models in which customers purchase insurance directly through automated platforms without using a traditional intermediary.
Simon Schmincke, partner at Creandum, said Ancep’s approach appealed to the investor because it worked within the systems brokers already use, rather than depending on their replacement.
Mamoon Hamid, partner at Kleiner Perkins, also identified the economics of smaller commercial insurance accounts as an opportunity for technology-led improvements.
The funding will support further product development, recruitment, and expansion of Ancep’s work with commercial brokers.
The company’s approach centres on improving the profitability of transactions that established intermediaries have struggled to service economically, with the investment intended to support wider deployment of its AI agents.
