Data collaborations

Unlock the value of distributed healthcare data—without moving it.

The Linksight platform enables healthcare organizations to collaborate securely on data while keeping all sensitive information at its source. Using federated analytics, federated learning, and advanced privacy-enhancing technologies, organizations can generate insights across multiple institutions without sharing patient-level data.

With Linksight, you can:

• Identify eligible patients for clinical trials across multiple hospitals.

• Generate Real-World Evidence (RWE) from distributed clinical data.

• Analyze care pathways and patient journeys across healthcare networks.

• Train and validate AI and machine learning models on decentralized datasets.

• Benchmark outcomes, quality indicators, and operational performance.

• Support multi-center research and registry studies without centralizing data.

• Enable cross-border and cross-institutional collaboration while maintaining full data sovereignty.

The platform is designed with privacy and compliance at its core and features configurable governance controls. Sensitive data never leaves the organization, helping institutions comply with GDPR and other regulations—keeping your patients protected and your DPO happy.