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OpenMined: Unlocking the World's Private Data
A nonprofit building the infrastructure for privacy-preserving AI collaboration
AI is trained on less than 0.01% of the world's data, not due to a lack of algorithms, but due to a lack of access. OpenMined is building the attribution-based control layer to fix this, unlocking a trillion-dollar data economy currently locked behind privacy, security, and IP walls.
"OpenMined isn't just a library; it's the operating system for a new era of collaborative AI."
The Community-First Moat
With only 52 employees but 22.9K monthly visitors and a vibrant GitHub presence, OpenMined operates like a decentralized research lab. Their 'Fellowship' program isn't just a talent pipeline; it's a growth engine. When 'openmined fellowship' drives 200 monthly searches, you know you're looking at a movement, not just a startup.
The Privacy Paradox
The data tells a fascinating story: 46% organic search traffic indicates strong inbound interest in privacy-preserving tech, yet 41% direct traffic suggests a highly engaged, returning community. This isn't random traffic; it's a curated audience of researchers and builders solving the 'data silo' problem.
While competitors focus on centralized data aggregation, OpenMined's tech stack—powered by PySyft and built on Vite/Tailwind—prioritizes federated learning and differential privacy. They aren't hoarding data; they're building the protocols that allow data to stay put while intelligence flows.
- Attribution-Based Control: Their core IP solves the 'who owns the insight' problem.
- Open Source First: GitHub is their primary storefront (1.5k+ stars).
- Niche Dominance: Ranking for hyper-specific terms like 'The Shuffled Model of Differential Privacy'.
The Infrastructure Play
OpenMined is betting that the future of AI is decentralized, private, and open. For investors, this is a high-risk, high-reward infrastructure play on the regulatory future of data.
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OpenMined ⬩ Homepage
AI is trained and evaluated on less than .01% of the world’s data Access to non-public data is blocked by privacy, security, regulation, and intellectual property concerns. We are solving Attribution-Based Control to fix this problem.
OpenMined.org
Access to non-public data is blocked by privacy, security, regulation, and intellectual property concerns.Most commercially available solutions wall off data and take a significant cut of revenue that should belong to data owners.We are solving Attribution-Based Control to fix this problem.
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About openmined.org
AI is trained and evaluated on less than .01% of the world’s data Access to non-public data is blocked by privacy, security, regulation, and intellectual property concerns. We are solving Attribution-Based Control to fix this problem.
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openmined.org uses 23 technologies across their website including Font Awesome, Google Fonts, PHP, Contentful, WordPress, and more.
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openmined.org receives approximately 22.9K monthly visitors and ranks #1,236,143 globally. The website has a bounce rate of 42% with visitors viewing an average of 1.7 pages per visit. Users spend an average of 0:22 on the site.
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