Harmonises and orchestrates standardised clinical datasets
Models travel to the data, not the other way around.
Bavel Health Virtual Research Room (VRR) is a sovereign, federated research environment that enables hospitals, researchers, pharmaceutical companies, and AI developers to securely access and analyse real-world clinical data without patient records ever leaving the institution. Operating entirely within hospital-controlled infrastructure, either on-premise or in a sovereign cloud, the VRR provides a secure processing environment fully aligned with GDPR, EHDS, HIPAA, and other regulatory frameworks.
The Virtual Research Room operates entirely within hospital-controlled infrastructure, either on-premise or within sovereign cloud environments, enabling institutions to participate in AI, clinical research, and real-world evidence generation without surrendering control of patient data.
Searches, analytical workflows, and AI models operate directly on encrypted and standardised datasets inside each institution. No patient raw data leaves institutional boundaries.
The VRR enables:
Every action inside the VRR is captured in a tamper-proof cryptographic activity registry.
Every:
is recorded, timestamped, and attributed to a registered and verified identity.
Nothing happens inside the environment without a trace.
The activity log is encrypted using two independent governance keys:
No single party can access the audit registry independently.
The entire architecture is built for:
supporting secure secondary use of health data without compromising privacy, governance, or institutional sovereignty.
All researcher and AI activity is immutably logged and cryptographically governed directly at the infrastructure layer.
Most federated research platforms assume clean, standardised, interoperable datasets. Hospitals rarely operate in that reality. Together, FlexGrid and the VRR harmonise fragmented systems, incompatible protocols, and heterogeneous clinical environments into governed, research-grade infrastructure ready for AI and federated analytics.
