SafeLiShare ConfidentialAI™ Clean Rooms herald a new era of multiparty data collaboration, fostering advancements in research. Designed for the real-world AI application ecosystem, these clean rooms provide zero-trust, data privacy-compliant, and secure environments for collaboration without the need to share sensitive data or algorithms. Users can seamlessly merge sensitive inputs to unveil innovative insights at cloud speeds, streamlining processes for both data custodians and analysts.

Traditionally, collaboration involved tradeoffs:

• Some environments placed trust in a central party controlling all data and queries, relying on their commitment to keep inputs secure.
• Others offered limited matching capabilities, restricting the depth and breadth of insights.
• Still, others employed complex methods to safeguard data sensitivity, sacrificing analytical flexibility.