Decision
Analytics Core
The Analytics module is the hospital's predictive mind. It transforms raw operational logs into high-fidelity institutional foresight.
Data Synthesis Cycle
Maintaining absolute institutional transparency through automated real-time report builder precision.
Point Ingestion
Real-time stream from clinical and fiscal nodes.
Flattening Logic
Synthesis of relational data into flattened analytical ready-states.
Visual Synthesis
High-fidelity chart and dashboard generation.
Export Protocol
High-velocity CSV, Excel, or PDF extraction.
Analytics
Architecture
HMIS Pro uses a high-performance "Flattening Engine" to merge complex clinical relations into singular analytical records. This ensures extreme report generation speed for multi-million record datasets.
Technical Architecture
| Field | Type | Institutional Role |
|---|---|---|
| event_key | UUID | Unique analytical record identifier. |
| dimension_data | JSONB | Flattened mapping of clinical and fiscal attributes. |
| sync_latency | Int | Time-delta from clinical action to report availability. |
| is_anonymized | Boolean | PII protection state for research exports. |
Note: Data is subject to Enclave AES-256 field-level encryption where applicable.
Governance & Power
analytics:viewreports:exportfact:rebuildInstitutional Logic
Report Builder Logic
Users can drag-and-drop any clinical or fiscal field into a custom export grid. The system auto-resolves joins to maintain performance integrity.
Predictive Vitals
Historical triage and surgical outcome data is piped through our AI engine to identify high-risk institutional trends before they escalate.
Research Export
Exports for scholarly research automatically strip all PII (Personal Identifiable Information), replacing MRNs with ephemeral research-ids.
Throughput: AnalyticalFact rebuild syncs at < 30s intervals.