Rhino FCP
What's New at Rhino? June 2025
July 1, 2025
Business Updates
- Co-founder & CEO Dr. Ittai Dayan was quoted in a new white paper by StratCraft, titled "Crossing the Clinical Chasm: Unlocking the Value of AI in Healthcare" describing how Federated Computing is a powerful alternative to data centralization. Read the full report here.
- Rhino VP of Life Sciences Elke Nelson-Nichols presented at the Fraunhofer SCAI AI in Life Sciences Symposium about how Federated Computing can be a catalyst for scientific research - including exciting examples such as the Federated AI Therapeutic Engineering (FAITE) consortium, where Rhino is the technology partner to AbbVie, Amgen, AstraZeneca, Johnson & Johnson, and UCB.
- Rhino will be sponsoring the Out of Pocket Data Camp in Boston this September. This is a great opportunity for hands-on learning tailored for product managers, data scientists, and engineers working at the intersection of healthcare & life sciences and data.
- Following the close of our oversubscribed Series A, Rhino is hiring across several teams. Check out our open roles and refer anyone you think might be a good fit!
Product Updates
This month, we’re excited to share several new features and improvements across Rhino Federated Computing Platform (FCP), focused on enhancing data security, usability, and collaboration. Here’s a roundup of the latest updates:
- Confidential Computing Support on Rhino Cloud: Rhino Cloud now supports Confidential VMs on Google Cloud Platform, enabling execution of all workloads—such as Federated Server processes—in a Trusted Execution Environment (TEE). This extends the existing Confidential Computing support for Rhino Clients and represents the state of the art in securing federated workloads.
- Project Permission Templates: You can now streamline project setup by applying custom permission templates when creating a new project in Rhino FCP. This reduces errors and simplifies Role-Based Access Control (RBAC) management. Contact Rhino support to enable this feature.
- Purge Unused Data from Rhino Client Storage: Rhino Clients can now delete data from datasets marked as "Removed," including tabular, file-based, and DICOM data no longer in use. This helps free up internal storage and improve performance. Please reach out to enable this feature.
- Improved SSO Login Redirect: Users logging in via Single Sign-On (SSO) will now experience seamless redirection to their intended destination or last visited page, aligning with the behavior of standard login flows for improved user experience.
- Publishing Run-time Files for Collaboration: Run-time Files now include federated model parameters in addition to Code Artifacts and can be reused across any Code Run. Workgroup members can "publish" these files for use by collaborators—without exposing the underlying data—supporting efficient workflows like model fine-tuning. Publishing is available via the Rhino SDK, with Web UI support coming soon.