Entrepreneur
Accelerators fail women entrepreneurs in gender-unequal countries, study finds

In countries where the gender playing field still steeply tilts toward male advantage, women-led businesses that participated in accelerators showed no financial improvement, or even did worse, compared to ventures that applied but weren’t accepted, a study revealed.
The researchers drew on data for more than 1,400 ventures across 65 countries that had applied to 33 different accelerators between 2013 and 2015.
The study built on data from the Global Accelerator Learning Initiative, which tracks follow-on impacts of accelerator programmes around the world, including comparative information between applicants admitted and rejected from programmes.
Sarah Kaplan is professor emerita in strategic management at the University of Toronto’s Rotman School of Management as well as founding director for its Institute for Gender and the Economy.
She said: “Ironically, this was especially true for those that participated in accelerators focused on women’s empowerment.”
Prof. Kaplan wanted to know whether promises that accelerators could help narrow the gender divide in entrepreneurial success were bearing out.
Joined by Nilanjana Dutt of Bocconi University, the researchers honed in on social innovation accelerators because these tend to attract more women over more Silicon Valley-style programmes.
At first glance, the researchers found that women-led businesses did not benefit as much from accelerator participation as male-led businesses did.
But a more nuanced picture emerged once they layered in other information about the contexts in which accelerators were operating, including a World Economic Forum index on gender equality and surveys to get at details about the accelerator programs.
“In more gender-egalitarian countries, accelerators were doing a great job of supporting women entrepreneurs and especially when they focused on women’s empowerment,” said Prof. Kaplan.
In financial terms, “it was a pretty dramatic difference and one that should make everyone pause.”
In less gender egalitarian settings, accelerators may not be benefitting women-led ventures because, the researchers wrote, they may not have delivered programming women could really use, given the context in which they would be operating.
In countries with starker gender inequality, “oftentimes women can’t even get a loan without their husband signing,” said Prof. Kaplan.
“When accelerators go in, they can’t treat it like a one-off intervention but need to also work on the ecosystems that surround the ventures.”
Still, even in more egalitarian contexts, women entrepreneurs had lower acceptance rates into accelerators than men and that was true even when the accelerator prioritised women’s empowerment, or where it had higher numbers of women on selection committees.
Whether the selection criteria were biased or the female selectors were better at identifying which women entrepreneurs would benefit most is an open question for future research, Prof Kaplan said.
As for women entrepreneurs, her advice is to treat accelerator applications as a two-way street: be just as choosy about which programs to commit to:
“Focus on what specifically this accelerator would help me achieve and whether it’s a match from your side too.”
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Future Fertility raises Series A financing to scale AI tools redefining fertility care worldwide

Future Fertility Inc. has announced the closing of a US$4.1 million Series A financing round.
The round was led by M Ventures (the corporate venture capital arm of Merck KGaA, Darmstadt, Germany) and Whitecap Venture Partners, with participation from new investors Sandpiper Ventures, Gaingels, and Jolt VC.
The financing will accelerate Future Fertility’s commercial expansion into Asia-Pacific and support its entry into the United States, including planned FDA 510(k) clearance for additional products as part of a broader U.S. market entry strategy.
Proceeds will also advance the development of a broader AI platform, from egg assessment through to embryo transfer, designed to support clinicians, embryologists, and patients across the full IVF journey.
M Ventures and Whitecap have supported Future Fertility’s mission to translate AI innovation into meaningful clinical outcomes since the company’s earliest stages.
Oliver Hardick, investment director, M Ventures, said: “Future Fertility is addressing a critical unmet need in reproductive medicine with a differentiated AI platform grounded in clinical data and real-world workflow integration.
“We are excited to continue supporting the company and team because we believe its technology has the potential to improve decision-making for clinicians, bring greater clarity to patients, and help advance a more personalised standard of care in fertility treatment.”
Future Fertility’s AI platform addresses a long-standing gap in fertility care: historically, there has been no objective, clinically validated method for assessing egg quality (Gardner et al., 2025), despite it being one of the most important drivers of reproductive success.
The company’s suite of deep learning tools includes VIOLET™, MAGENTA™, and ROSE™, purpose-built for egg freezing, IVF, and egg donation respectively.
The tools are based on AI models trained and validated on more than 650,000 oocyte images and are deployed in over 300 clinics across 35 countries.
Rhiannon Davies, founding and managing partner, Sandpiper Ventures, said: “The best outcomes in fertility care globally come from better data and smarter tools. Future Fertility understands that, and they’ve built a platform that delivers on it.
“Sandpiper is proud to back a team turning rigorous science into real results for patients and clinicians alike.”
Partnerships with the world’s leading fertility networks – including IVI RMA and Eugin Group across Latin America and Europe, FertGroup Medicina Reproductiva in Brazil, and most recently announced Kato Ladies Clinic in Japan – reflect growing demand for objective, AI-powered oocyte assessment in fertility care. In the United States, ROSE™ is newly available under an FDA 513(g) determination.
Research shows that approximately 50 per cent of IVF patients do not understand their likelihood of success, and many discontinue treatment prematurely, even though cumulative success rates improve significantly with multiple cycles (McMahon et al., 2024).
By delivering earlier clarity on egg quality, Future Fertility’s tools support more informed conversations between clinicians and patients, helping set realistic expectations and guide decisions about next steps.
Future Fertility’s growing evidence base spans seven peer-reviewed publications in Human Reproduction, Reproductive BioMedicine Online, Fertility & Sterility, and Nature’s Scientific Reports, and more than 70 scientific abstracts accepted and presented with partner clinics at conferences worldwide.
Christine Prada, CEO, Future Fertility, said: “Fertility treatment is one of the most emotionally and physically demanding experiences a person can go through.
“Every patient deserves objective data, not just a best guess, to support better decisions at critical moments in their care.
“This funding means we can bring that clarity to more patients, in more countries, at a moment when it matters most.”
Find out more about Future Fertility at futurefertility.com
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