A San Francisco insurtech is quietly rebuilding workers' compensation for the businesses big carriers stopped returning calls from. The pitch is small. The market is not.
It's a Tuesday morning in a Central Valley town and a landscaper has gone over on her ankle. The owner of the crew - five people, one truck, payroll done in a back office no bigger than a closet - opens an app on her phone. By Friday, the worker has been seen, the paperwork is moving, and the next premium payment will be calculated automatically off this week's payroll. Nobody has spoken to a broker. Nobody has signed a fax.
This is Glow doing its quiet work. The company sells workers' compensation insurance to small businesses, which sounds about as exciting as municipal bonds, and is in fact one of the more interesting bets in fintech. Most of the country's small employers buy this coverage from the same handful of carriers that have spent two decades politely moving upmarket. Glow has spent the last seven years moving the other way.
Workers' compensation is a strange product. It is legally required in nearly every state. It is priced on payroll, which changes every two weeks. It is sold, mostly, with PDFs. For a thirty-person manufacturer, this is annoying. For a five-person taqueria, it is borderline punitive: a year's premium quoted up front, an audit twelve months later, and a 1-800 number when anything goes wrong. The traditional brokers built for this customer have, by and large, gone elsewhere. They have larger fish, and those fish do not work the line at 5 a.m.
Samad Wahedi, the founder, did not arrive at this insight through a McKinsey deck. He arrived through his own family. He watched relatives running small operations - the kind of businesses that scaffold neighborhoods - get quoted absurd premiums for coverage they could barely interpret. He had previously built Snapflow and sold an earlier software company called DirectQuality. He knew how to make software. He did not, particularly, want to make more enterprise mobile tooling. So in 2018 he made an insurance company instead.
The bet Glow is making is technical, and slightly heretical. Traditional workers' comp prices a "restaurant" the same way it prices "a restaurant." A diner with a fryer and a line cook is a different animal from a juice bar with a blender, and a roofing crew on a steep slope is not a roofing crew on a flat one. Glow's underwriting drills into the job-code data underneath these labels and prices accordingly. Cheaper for the careful operator. Fairer for everyone else. That is the whole thesis, and the whole risk.
The second piece - the one customers feel before they feel anything else - is billing. Glow integrates with payroll. Premiums are recalculated each pay run. A landscaper who lays off two workers in February pays February prices in February, not next year. This is called pay-as-you-go in the industry, and it has existed for a while; what Glow has done is make it boring and default rather than a premium feature.
Job-code-aware policies underwritten with data, not vibes. Lower rates for businesses that earned them.
Premiums calculated each pay run, off live payroll. No 12-month surprise audit hanging over the back office.
Accident benefits that follow the employee home. Employer's workers' comp premium does not budge.
A guided human walking an injured worker through paperwork, care, and recovery. Not a phone tree.
There are insurtechs that ring the bell every quarter. Glow is not one of them. The milestones below are deliberately the ones that matter, which is also why there are not very many of them.
Samad Wahedi starts Glow in San Francisco after watching family members tangle with bad small-business coverage.
The first workers' comp policies go live. California is the most regulated, most expensive market - so naturally that is where it begins.
Glow bundles accident and life benefits that follow employees outside work hours, without raising premiums.
Cota Capital leads; AV8 Ventures, Maiden Re, Markd and Startup Venture Capital follow. Total funding ~$41.5M.
Team grows past 280. Engineering, claims, and program-business roles fill out alongside additional state coverage.
The small-business insurance market is not small. The unserved part of it - the businesses for whom traditional brokerage economics no longer pencil - is, by most estimates, around $100 billion in premium that nobody is fighting very hard for. That is the addressable market Glow is hunting. The chart below is approximate, sourced from public estimates and the company's own framing.
The Glow customer is hard to put on a slide. It's a landscaping crew in Bakersfield, a cafe in the Mission, a contractor in Riverside, a small dental office, a moving company. Thousands of them, by the company's own count. None of them showed up at the Series A press hits, because none of them are the kind of business that shows up at press hits. That, perhaps, is the point.
Underneath the brand sits a more conventional insurance machine. Maiden Re backs the reinsurance. Payroll integrations move premium data. A licensed agency in California (you can look it up: license 0M78812) handles distribution. The trick Glow has played is not inventing a new financial instrument. It is wrapping an old one - workers' comp, unchanged in its legal bones since the Progressive Era - in software that respects the operator's time.
Read past the marketing and Glow's mission is narrower than it looks. It is not "fix insurance," which would be hubris on a generational scale. It is closer to "make this one nasty product - workers' comp for the small operator - feel less like an obligation and more like a service." Make the premium predictable. Make the claim painless. Pay the worker. Cover the medical bill. Get out of the way.
Glow is hardly the only company in this neighborhood. Hourly, Pie Insurance, NEXT, Coalition, Embroker - the digital small-commercial space has gotten crowded since 2020. What Glow has chosen is the unglamorous wedge: the bottom of the SMB curve, the businesses with the fewest options, the audits everyone else avoids. It is the kind of bet that looks small until you remember small businesses employ roughly half the working country.
The harder version of the Glow argument is structural. AI is about to compress underwriting and claims by an order of magnitude. Whichever insurer learns to price risk at the resolution of a job code rather than a category - and to settle a claim through software rather than a clipboard - inherits a cost advantage that is genuinely difficult to match. Glow has positioned itself early on that curve, with the right reinsurance partners and a customer base whose risks are well-bounded. Whether it becomes a category-defining brand or a tidy bolt-on for a larger carrier is, at this point, a question of execution rather than thesis.
Founder interviews and product walk-throughs from public sources.
- 8 Questions with Samad Wahedi (AV8 Ventures) - Product walkthrough on glow.co - More videos on YouTubeThe landscaper's ankle will heal. The crew will keep working. The owner will not, this quarter, lie awake worrying about a year-end audit that arrives like a tax bill. The premium will adjust on Friday, when payroll runs, and again the Friday after that.
That is the whole product. It is unglamorous and largely invisible, which is exactly what good insurance is supposed to be. Glow has not solved the small-business insurance problem. It has, however, shown that the problem is solvable - one job code, one payroll, one Tuesday at a time.
The reasonable man adapts to the world. Wahedi, evidently, did not.