Vizier

Healthcare operations generate enormous amounts of data that most systems can't make actionable in real time. Vizier gives our healthcare engineering teams the analytics layer to build operational intelligence into healthcare systems — patient flow, resource allocation, outcome tracking — with every data pipeline compliant by default.

Vizier is the HIPAA-compliant analytics pipeline layer that our healthcare engineering teams deploy when operational intelligence is a project requirement. The core engineering problem in healthcare analytics is that the data required to produce useful operational insights — patient identifiers, encounter records, clinical observations, scheduling data, billing records — is also the data most heavily regulated under HIPAA. Building analytics on top of that data without creating compliance exposure requires deliberate architectural decisions at every layer: consent management, de-identification pipelines where PHI must not appear in analytical outputs, role-based access controls that govern what each query can touch, and audit logging that captures every data access event. Vizier encodes all of these requirements as infrastructure rather than application logic. The consent management layer tracks patient authorization for data use in analytics contexts and enforces those authorizations at the query level — a query that would surface data from a patient who has not consented to analytics use does not execute. De-identification pipelines produce HIPAA Safe Harbor and Expert Determination compliant datasets for use cases where PHI must be absent. Real-time operational intelligence — ED capacity, OR utilization, patient throughput, staffing ratios — is delivered from compliant data pipelines, not from an analytics layer that bypassed the compliance infrastructure to achieve latency targets.