Linksight

Enabling safe data collaborations

Linksight builds a platform that enables organizations in healthcare, public sector, etc. to collaborate on data without sharing it.

Many of today’s most valuable analyses require combining data across organizational boundaries, yet privacy regulations, data sovereignty concerns, and security risks often make traditional data sharing a high risk exercise or even impossible. Linksight addresses this challenge by allowing analyses to run across distributed datasets while the data itself always remains with its owner.

Focus on users, complex technology stays under the hood

Using advanced privacy-enhancing technologies such as secure multi-party computation and encryption, Linksight ensures that data is never exposed to other participants or to Linksight itself. Computations are executed where the data resides, and only approved results are revealed. Raw data never moves, is never centralized, and is never visible.

Linksight is designed to be practical as well as secure. The platform is easy to deploy and manage and can be rapidly operational. Organizations can quickly set up governed data collaborations, define clear rules on who may run which analyses, how often, and under what conditions results may be shared.

This combination of strong cryptographic encryption protection and built-in governance allows organizations to unlock the value of collaborative analytics while remaining fully compliant with privacy and security requirements. Linksight supports both traditional statistical analysis and more advanced use cases such as federated learning and AI model deployment.

In short, Linksight makes privacy-preserving data collaboration accessible, scalable, and operational—enabling organizations to gain insights together without compromising control, confidentiality, or trust.