Timely access to multi-site, real-world data is the major barrier to achieving the promise of healthcare AI. BeeKeeperAI changes the data access conversation by enabling secure collaborations. BeeKeeperAI utilizes privacy-preserving analytics applied to multi-institutional sources of protected data in a confidential computing environment. This allows the real-world data to never leave the data steward's protection and ensures the algorithm IP is never exposed. Within our hive no one sees anything, not even BeeKeeperAI!