Privacy-by-Design Data Partnerships
Establish secure data sharing agreements with hospitals using enterprise-grade encryption and irreversible de-identification protocols.

Overview:
The Hospital Partnerships initiative centers on building trusted, secure collaborations with medical institutions across emerging markets. The focus is on sourcing high-quality, diverse, and de-identified medical data for use in AI model development and validation.
Key Elements:
Legal and ethical data access through MOUs and DUAs
Multi-country coverage (starting with UAE and Egypt)
Radiology and pathology pipeline integration
Annotation oversight by qualified clinical professionals
Compliant with HIPAA, UAE PDPL, and institutional protocols
“Our approach is built on transparency, compliance, and deep respect for patient privacy and institutional integrity.”
Partnership Process:
Institutional Outreach to align on scope, goals, and compliance
MOU / DUA Execution to establish legal and ethical frameworks
Data Auditing and Curation to ensure completeness and quality
Ongoing Collaboration for annotation, delivery, and iteration
Leveraging secure cloud workflows and medical AI tooling, our partnerships ensure that data is delivered quickly, safely, and in full alignment with both local laws and global standards.