We-Sci is building collaborative research networks for computational and traditional biologists by integrating scientific software tools into a SaaS cloud-based platform. We-Sci strives to solve issues such as null/negative research results, which are never published nor shared, the growing amount of un-reproducible science being published, and the resources spent on ineffectively communicating partial results between scientists.