POS Management System
A real-time point-of-sale (POS) and inventory platform featuring sub-second menu updates, queue sync, and offline database fallback.
Executive Overview
A real-time point-of-sale (POS) and inventory platform featuring sub-second menu updates, queue sync, and offline database fallback.
Business Problem
A multi-terminal environment experienced order synchronization delays and data loss during server failures, leading to kitchen confusion and billing errors.
Client Goals
Technical Challenges
Maintaining menu changes and live order logs active across 20 synchronized terminals during internet outages without creating transaction collisions.
Solution
Designed and deployed a local-first tablet interface built on React. Configured a synchronization queue that buffers transactions to IndexedDB when connectivity drops, resolving sync issues automatically upon reconnection.
Architecture Overview
POS tablet clients connect directly to a localized node cluster via WebSockets. An Express middleware layer processes order events, updating a PostgreSQL primary instance while replica units handle kitchen displays.
Core Features
Technology Stack
API Integrations
Database Design
PostgreSQL manages relational transaction records. Cache instances store menu tables and table status variables, reducing DB load.
Authentication Strategy
Enforces local operator pin codes validated by JWT sessions on local servers, restricting permission tiers.
Security Considerations
Terminals execute on a private VLAN. Data sync payloads are signed using private keys, preventing order spoofing.
Performance Optimizations
Uses React virtual list models for menus, keeping DOM rendering lightweight and responsive on low-spec tablets.
Testing Strategy
Simulates offline environments and high terminal volumes, validating order sync consistency.
Deployment Strategy
Deployed to local server units via Docker Compose, backed up automatically to AWS S3 buckets.
Monitoring Strategy
Prometheus collects memory logs and connection parameters, routing alerts to server consoles.
Business Results & Lessons
Eliminated order sync delays, reduced table turnaround times, and secured billing transactions.
IndexedDB is ideal for localized caching. Auto-reconnection logic must back off exponentially to avoid overloading server nodes.
Integrate table self-ordering via QR codes. • Deploy predictive inventory alerts.
Measurable Metrics
Case Study FAQ
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