We replaced the legacy booking scripts with an event-driven queue orchestration engine. Patient flows are tracked through an automated state machine, instantly updating client terminals via WebSockets and dispatching patient reminders dynamically to reduce no-shows.
Optimized with Server Component structures. Dynamic patient queue boards utilize optimized polling intervals and localized state validation to prevent cumulative layout shifts.
State machine workflow powered by FastAPI background worker tasks. PostgreSQL transaction isolation ensures double-booking requests are safely rejected at database level.
Containerized multi-container orchestration. Dokploy schedules automatic hourly snapshots, and encrypted Cloudflare Tunnels secure all HIPAA-sensitive patient communication lines.
Reduction in peak waiting area occupancy rates via staggered queue slotting.
Reduction in missed slots via automated WhatsApp Trace reminders.
WebSocket syncing latency between medical terminals and front-desk boards.