Architecture built for dependable clinic operations.
NexaCare combines resilient APIs, model-driven decisioning, and observability controls so operational teams can trust daily outputs.
Application Layer
Python services with FastAPI interfaces
Core business logic runs in Python, with FastAPI endpoints for booking orchestration, handoff records, and operations digests.
Decision Layer
PyTorch and scikit-learn forecasting
Decision services score queue risk, recommend recovery actions, and flag inventory pressure in advance.
Data Layer
PostgreSQL operational store
Appointment states, staffing events, pharmacy movement, and historical metrics are captured for trend reporting.
Infrastructure and Observability
Docker, cloud deployment, and runtime visibility
Services are containerized with Docker, deployed on cloud infrastructure, and monitored with actionable telemetry.
Runtime traces and incident alerts are linked directly to clinic workflows for faster remediation.
Technology Terms in Production
Stack labels used across implementation and operations documentation.
Need your stack to support operational scale?
We can map architecture decisions directly to queue reliability, handoff quality, and pharmacy continuity goals.