Closing the Safety Gap by Turning Feelings of Unsafety into Data with Anniek van Veldhuizen
Every day, women make safety calculations - which route to take, where to sit - that never show up in the data. What happens once that invisible data gets collected?In this episode of Women Disrupting Tech, I talk with Anniek van Veldhuizen, CCO and co-founder of MyHives, about turning daily, unmeasured safety experiences into objective, actionable data. Anniek and her co-founder Nelson built MyHives, and its AI guardian Beekon, to capture safety concerns before they escalate, using privacy-first technology that keeps all processing on the user’s own device.If you’re a founder navigating fundraising bias as a woman, a leader responsible for workplace safety, or simply curious how privacy-first AI can turn subjective feelings of unsafety into evidence that actually gets acted on, this conversation has something for you.What you’ll learn in this episode:Why daily safety calculations, from choosing a route to picking a seat, never show up in official data, and what that costs system designHow MyHives captures both physical and social safety signals without cameras or continuous listening, keeping all processing on-deviceWhy traditional panic buttons fail the moment someone freezes, and how Beekon is built to act autonomously insteadHow unsafe environments cost the Dutch economy an estimated €8.3 billion a year, with roughly €5 billion linked to psychological and safety-related incidentsWhat it took to bring MyHives into pilots onboarding around 33,000 home care workers and station cleanersWhy translating lived experience into numbers moves corporate decision-makers more than personal stories aloneWhat it’s like fundraising as a woman founder alongside a Black co-founder, and how being underestimated became an advantageChapters:00:00 Introduction04:00 Anniek van Veldhuizen on building MyHives from lived experience05:49 The daily calculations people make to stay safe08:08 Why unsafe experiences go unreported10:04 The gender data gap and how missing data shapes safety14:50 Safety, participation, and learned helplessness17:15 Building trust into a tool people can actually use19:52 How MyHives works: app, BEEKON, and BEEKON+24:00 Triggering help discreetly when someone cannot act28:08 How escalation works across languages and locations30:57 Why privacy is central to the product34:58 Preventing false positives and training the system40:32 Trials, pilots, and the workplace safety use case48:09 The business and societal case for better safety data53:16 Pricing, monetization, and the impact model1:00:01 Working with security partners without being absorbed1:04:20 Fundraising as a woman founder and a Black co-founder1:07:36 Designing Fundicoach to feel safe and inclusiveShow notes :Blog: https://womendisruptingtech.blog/2026/09/24/episode-171Substack: https://womendisruptingtech.substack.com/p/episode-171Connect with Anniek van Veldhuizen and MyHives:LinkedIn (Anniek): https://www.linkedin.com/in/anniek-van-veldhuizen-27731514a/Website: https://www.myhives.nl/en-GBLinkedIn (MyHives): https://www.linkedin.com/company/myhives-nl/Download the Hyves appGoogle Play Store: https://play.google.com/store/apps/details?id=app.myhivesApple App Store: https://apps.apple.com/app/myhives/id6751838174Connect with Dirkjan Hupkes:LinkedIn: https://www.linkedin.com/in/dirkjan-hupkes/Substack: https://womendisruptingtech.substack.com/FundingCoach: https://fundingcoach.ai/About Women Disrupting TechEvery week, Women Disrupting Tech covers the decisions, patterns, and structural realities that female founders and investors rarely discuss in public but run into every time they meet. Follow to get it in your feed.🎧 Available on Spotify, Apple Podcasts, YouTube and Amazon Music.👉 Subscribe for more conversations with women building the future of tech.