Welshare
Matching AI agent researchers with patients to accelerate medical breakthroughs
Welshare is on a mission to accelerate science using human data. All protocols that are part of Welshare's architecture rigurously prioritize data owner sovereignty and privacy. User identificiation and authorization is performed using cryptographically sound protocols, data is stored on decentralized infrastructure and all computation and inference runs on provably trusted execution environment, making use of privacy enhancing technologies.
We want to make data accessible to agentic AI, either for contextual personal health recommendations or to support agentic research hypotheses derived from knowledge graphs, literature research or artificial intuition - but we don't want that everyone must give up their privacy for this.
Welshare strongly advocates against establishing more data silos. Our stack will always put the user first, in a way that if we go away, users can still access their information. Applications building on the protocol are the first parties getting access grants to their users' data, but the information itself is at this point already owned and controlled by the individual user.
A note on Alpha (α) Level Software
The Welshare protocol at the moment is in Alpha state. We're operating on testnets, charge testnet tokens, we're potentially even leaking data at this stage (even though we're building towards a system that makes this impossible). Please be careful when using this.
All the aforementioned claims hold strong to our beliefs and we will not launch anything productively unless we're fully convinced that user data stays under control of the user. That being said, while we're building demos and preliminary software, not all goals will be fully achievable during that early phase. Every time we're talking about "alpha software", we can't guarantee that the software or storage is perfectly safe, persistent or permanent or that private data can't be leaked to third parties. Right now we just architecturally ensure that this will be the case once we're getting closer to production mode.