Insuring Future Fertility
Women who wait until their 30s to start families often struggle with fertility.
Most women in their 20s worry about it. Insurance has only offered limited help to date for fertility treatments. Employer health plans may provide inadequate coverage, or none at all, and the average $50,000 cost for treatment is out of reach for many. Digital MGA startup Flora Fertility built new underwriting and actuarial models to provide low-cost coverage that women can take from job to job and rely on when it’s time to start a family—up to $10,000 annually and $50,000 over a lifetime.
LAURA MCDONALD: When we look at statistics, one in six people will need fertility treatment going forward. Historically, we haven’t had much data going back, let’s say 20, 30 years ago, but people are more aware than ever before about there being a fertility crisis. Even the World Health Organization labeled it a global health crisis in 2023, indicating that we need new mechanisms of funding. The tailwinds for this product, and for awareness, are really at an all-time high. But there are certain drivers that make us think that people may need fertility treatment to a greater extent going forward.
CHRISTY LANE: From the clinical side, there’s a lot of talk around increasing rates of infertility, but the reality is that the vast majority of what’s driving people needing treatment for infertility is delayed childbearing. Women are focusing on career, focusing on education, and they’re just voluntarily deciding to have kids later in life. Because age is the strongest predictor of infertility, we’re seeing an uptick in the required amount of treatment. That being said, there are advances in clinical medicine for infertility. We’re getting better at looking at egg quality, and sperm quality, and embryo quality, for example, and just better medications and tools. So, in parallel to seeing an increasing rate of infertility, we’re also seeing higher success rates with treatments, which is great.
LANE: Flora is the first individually underwritten, individually owned fertility insurance. This is a net new product. This had not existed previously. We had to develop novel underwriting models, actuarial models, and get reinsurance on the back end to support the product. It really is a game changer in increasing accessibility. Now it’s not only the Fortune 500 companies that are offering it [and] women are getting coverage. This is available direct to consumers. The product [can be purchased by] women between 20 and 34 who are not already undergoing treatment for infertility. They go through our proprietary underwriting process, and then they can quote and bind the policy right there online, and they have access to up to $50,000 of coverage up to age 45. This is also available through employers. We are really filling a gap in either gig economy or small- to medium-sized employers that can’t afford to offer these more expensive group benefits. We’re seeing employers with huge interest in offering this, either as a voluntary benefit or as a partially paid benefit through the employer.
MCDONALD: On the employer side, even for those larger groups that might already have a group plan in place, they’re also seeing this is a way to augment that coverage, because maybe that allows them to decrease their group costs. For many of them, that might mean a lifetime maximum on the group side of $10,000 to $20,000, but if they layer Flora on top of that as a voluntary benefit, it ensures their employees have that much more coverage if they need fertility treatment down the road. And the average cost of treatment is about $50,000, so if you only have $10,000 of coverage, it’s not going to go very far.
MCDONALD: Because it’s individually underwritten, even if your employer helps pay for it, it’s in your name. If you leave the company, you can take it with you and just take over the premium. Affordability is really key, because when you look at the next generation…they’re going to be moving from gig to contract to corporate. They have to in their career; job stability doesn’t exist as we know it. When we look at Gen Z, millennials, they will have, on average, about 12 different jobs, or even careers, across their lifetimes. They need something that moves with them.
LANE: The other thing to add is that the way in which women, in particular, are planning their education and career has shifted substantially, where you’re seeing a lot more women going through extended post-secondary education and really focusing on building a career before they’re even thinking about finding a partner, starting a family. This allows for that flexibility of planning for potentially having a family, and then also being able to pay for it. What we’re seeing is that, in terms of sources of debt, in the current generation, including even in millennials, the top two are going to be mortgages and student loans. Now the third, which is catching up quickly, is fertility. You’re seeing people go into substantial debt, $50,000, hundreds of thousands of dollars in credit card debt and high-interest loans in order to pay for this. What we’re really doing is preventive, it’s proactive. They buy a low, predemand amount policy that gives them coverage and gives them that flexibility in terms of their life course.
LANE: I oversee product at Flora and spent a big part of my early career as an academic. I led the Wearable Health Lab at Stanford for a number of years. So, I had been doing novel risk modeling, novel predictive analytics, previously, and my first company was the first to ever do wearable device-based underwriting for life insurance. The team has experience in bringing new risk models and new underwriting models to market. But this was a little bit different in that we had to develop totally net-new underwriting models and actuarial models. The underwriting was based heavily on existing data around what predicts infertility, so who will be one of the one-in-six who needs treatment, and then of those one-in-six, what’s driving claims propensity, who’s going to end up needing what kind of treatment? That, combined with some actuarial intelligence, is how we built this model.
What those models allowed us to do is gain reinsurance capacity to pay claims, which is often a really tricky thing for an MGA to do. We do have an amazing technology back end and front end. We operate as a digital MGA. The entire process is online. People can quote, rate, bind online, whether they’re coming in as a consumer or they’re coming in as an employee, and we’ve just built a really robust tech stack to enable that.
LANE: Yeah, and that had never been done. The difference is in the existing group models, they’re actually not underwritten in any way. Essentially, the employer is saying, we want to offer some level of coverage to our employees, and then the group companies that they’re working with today are enabling that through payments, but also through in-network clinic partners. In our case, we want to look at individual risks, so we can price it appropriately and allow you coverage but also allow flexibility. In our case, women can choose where they want to get treatment, as long as it’s a board-certified provider.
MCDONALD: That individual underwriting, that’s where that reinsurance comes in. That’s a big differentiator for employers. The group models don’t have reinsurance backing. Meaning the employers are on the hook when there’s utilization. And so, versus our model, your employer can help support the premium, or the employee can pay entirely voluntary, but if treatments are needed down the road, ourselves and our reinsurers are the ones that cover those claims. The employer does not need to get involved there. From HR complexity, from tech integration, and from keeping your costs very stable, it’s very attractive to employers and brokers.
MCDONALD: It really is capital plus community. The capital is there, that’s the dollars to pay for treatment down the road if you need it. But we’ve also partnered with some leading women’s health companies. Flora is a product, but it’s also a brand that’s bringing together the best in women’s health for our policyholders.
LANE: The other thing I’ll add is that one of the strongest drivers, other than age, of infertility, is lifestyle—things like physical activity, smoking, nutrition, and stress. A lot of what we’re planning to build into this community is personalized lifestyle education, helping women understand their reproductive physiology, helping them understand potentially their risks, and then providing them with behavior changes they can make to improve their chances of conceiving naturally.

AI Agent Hacking
News that a “frontier” AI model shows a surprisingly powerful ability to find and exploit undiscovered software vulnerabilities shook up the cybersecurity world this spring. When Anthropic announced its unreleased Claude Mythos Preview in April, the company said it was capable of “identifying and then exploiting zero-day vulnerabilities in every major operating system and every major web browser when directed by a user to do so.” Simultaneously, Anthropic announced an initiative with leading technology and security companies to use the Mythos general purpose language model to secure critical software and to prepare tactics to stay ahead of cyberattackers before these AI capabilities become more prevalent. Project Glasswing includes Amazon Web Services, Apple, Broadcom, Cisco, CrowdStrike, Google, JPMorgan Chase, Microsoft, The Linux Foundation, NVIDIA, and Palo Alto Networks.
While Mythos represents a real inflection point, it does not doom cyber insurability, Coalition CEO Joshua Motta wrote in a blog post. A major concern about the Mythos model is the ability to not only find vulnerabilities but to exploit them, Motta wrote. That could help reduce the human expertise required to conduct successful attacks, although other constraints remain, such as law enforcement monitoring. “The ‘script kiddie’ who could copy exploits but couldn’t adapt them when something broke becomes meaningfully dangerous,” Motta wrote. That means many more companies could become worth the time and risk for cyberattackers. “If the per-target labor cost falls materially, the economically viable target set expands downward.” To address a more rapidly moving cyber environment, cyber insurers will have to shift to an underwriting model that continuously monitors risk and security rather than rely on the traditional annual renewal cycle. “You cannot underwrite cyber risk on annual snapshots anymore,” Motta wrote. “You have to see the insured’s attack surface continuously, verify controls continuously, and integrate threat intelligence continuously.”




