Risklytics, a Y Combinator Summer 2026 company, has launched a commercial insurance brokerage aimed at robotics and physical-AI businesses, saying software drafts the applications while licensed brokers place the policies. Its website maintains a licensing table drawn from the company's own regulatory records, and asks users to confirm availability in their state before relying on it. The exact number of licensed states could not be independently verified.
An accidental brokerage
The company did not set out to sell insurance. Posts on its LinkedIn page describe a turn toward commercial brokerage after founders of frontier-tech companies told the team they could not get coverage at all.
"We didn't initially plan to be brokers," wrote Alexander Risio, co-founder and chief technology officer, in a Launch HN post on August 26, 2026. He was posting on behalf of both founders.
What the product does
Risklytics, Inc., which does business as Risklytics Insurance Services, is a broker. It is not a carrier and does not take on risk with its own capital. The website says placements remain subject to underwriting, policy terms, and availability.
According to the site, the process begins with an application prepared online. The applicant reviews and confirms the draft, and a licensed broker then places it. The homepage says drafting takes seconds, though it makes no such claim for underwriting or binding, the step at which coverage actually takes effect.
The distinction is worth noting. Y Combinator's profile says companies answer six questions and Risklytics binds a tailored policy. The current website describes a more conventional, broker-mediated process, and public evidence does not establish instant or autonomous binding.
Behind the scenes, Risklytics says it gathers appetite information (which risks they want to cover) from carriers, managing general agents, wholesalers, and reinsurers. Its markets page says submissions describe how a system functions, where it is deployed, how it is supervised, and what exposures are active. These are then routed against the requested classes, coverage lines, and limits.
Coverage and pricing
The site lists a long menu: general liability, tech errors-and-omissions (professional liability), cyber, directors and officers, commercial property, inland marine and equipment, workers' compensation, intellectual property, space, umbrella, drones and aircraft, and commercial auto. Availability, it says, depends on the placement.
Its pricing page says customers may ask for disclosure of the company's compensation. Whether the company publishes any prices could not be verified.
Current company pages name robotics, AI software, hardware, drones, autonomous vehicles, space, and defense and government-contract requirements as target sectors. Y Combinator's description also mentions physical AI, robotics, and data centers.
Founders and team
Samuel Gold is co-founder and chief executive. Y Combinator says he is on leave from Harvard. RuntimeWire reported on August 26, 2026 that he studied computer science and economics, a detail that could not be independently confirmed.
Risio's personal website says he built a track-pacing robot and filed a provisional patent application, and that he co-founded Risklytics with his college roommate. A company author page lists his individual National Producer Number as 22300629. The company published those credentials, and they have not been independently audited.
Y Combinator's profile lists two team members, based in San Francisco.
The company began as a natural-catastrophe modeling platform. LinkedIn posts describe Ember, a beta model that assessed individual properties rather than relying on postal-code-level classifications. It is unclear when the pivot occurred or whether Ember is still available.
In its May 14, 2026 announcement of its Y Combinator acceptance, Gold and Risio wrote, "Before a client binds anything, we read every endorsement and every exclusion on the quote." The company added that the founders would personally handle initial placements.
Funding and traction
Risklytics has not announced a financing round. Y Combinator's standard deal is $500,000, made up of $125,000 for 7% and $375,000 through an uncapped MFN SAFE (a convertible instrument with a most-favored-nation clause). That describes the program, not a confirmed Risklytics round, and RuntimeWire reported no separate round or valuation.
The Founder Tape lists a $500,000 seed entry dated January 2025 while also showing the company as founded in 2026. That looks like conflicting aggregator data rather than a financing event, and it is treated that way here.
No revenue, premium volume, customer count, or claims-payment figures could be verified. Examples shared in the Launch HN thread were limited, anonymous, and supplied by the founders. One public tester reported a problem there, though nothing establishes it as a verified binding error, and no resolution was visible.
The competition
RiskCube, a Y Combinator Fall 2024 company, overlaps most directly. Its Y Combinator page advertises comparison across more than 40 insurers and proof of coverage within 24 hours. Those are company claims, not benchmarked results.
Founder Shield, part of The Baldwin Group, offers a dedicated robotics-insurance product spanning industrial, logistics, healthcare, aerospace, defense, and hardware segments. Vouch also competes for insurance business from AI companies.
Adjacent players include PRINCEPS (Y Combinator Summer 2026), which Y Combinator describes as covering data-center service-level agreements, GPU residual value, and outage risk. Armilla AI (Y Combinator Winter 2022) is a managing general agent and Lloyd's coverholder covering AI performance and liability.
What to watch
"The biggest challenge has been building credibility in a rapidly evolving market," Gold told David Kertai of the Center for Data Innovation in a July 29, 2026 interview.
Credibility, for now, is largely unproven. No named customers, carrier identities, or claims evidence have surfaced, and those are the tests still ahead.
