Q-INSIGHTS

Real-Time Crowd & Flow Intelligence

Q-INSIGHTS Overview

Q-INSIGHTS is Quanergy’s advanced cloud-based 3D spatial intelligence analytics platform designed to transform raw movement data into actionable operational intelligence. Built for airports, transportation hubs, and other high-traffic environments, Q-INSIGHTS delivers real-time visibility into crowd behavior, occupancy, queue conditions, and throughput to help operators optimize flow and improve operational efficiency.

By leveraging 3D spatial intelligence and people flow analytics, Q-INSIGHTS enables operations teams to detect congestion, identify bottlenecks, and make data-driven decisions in real time. The platform supports live, historical, and predictive analysis, providing a complete picture of how people move through complex facilities and empowering organizations to enhance safety, resource allocation, and passenger experience.

Real-Time Flow Monitoring

  • Automatic detection of queues and zone occupancy
  • Continuous wait-time and throughput analytics
  • Density mapping and congestion detection
  • SLA alerts with color-coded thresholds

Advanced Analytics

  • Hourly, daily, and monthly KPI dashboards
  • Historical flow reconstruction and benchmarking
  • Anomaly detection for congestion or service degradation
  • Custom KPIs tailored by department

Dynamic Dashboards

  • Map- and zone-based visualizations
  • Live gauges and rolling trend lines
  • Time-series, bubble charts, and performance heatmaps
  • Custom dashboards for OPS, APOC, and Retail

System Integration & Architecture

Inbound Data Sources

3D LiDAR and other real-time positioning technologies.

Outbound Connectivity

Secure data exports, APIs, and web-portal dashboards compatible with BI tools, APOC dashboards, and third-party systems.

External Data Compatibility

Integrates seamlessly with flight schedules, manifests, and transactional datasets for deeper operational insight.

Architecture Highlights

  • Cloud-Native SaaS: Hosted on AWS with regional deployment options (U.S., EU, Middle East)
  • Elastic Scalability: Adapts automatically to sensors, zones, and users
  • Enterprise Security: GDPR-ready pseudonymization and international compliance
Q-INSIGHTS 3D spatial intelligence dashboard showing crowd flow, congestion analysis, and operational analytics

Use Cases

Airports & Aviation

Monitor queue lengths, wait times, and throughput across checkpoints to ensure faster response to congestion and improved passenger satisfaction.

Transportation Hubs

Optimize passenger flow across ticketing, boarding, and exit areas while maintaining safety, comfort, and operational efficiency.

Retail & Concessions

Analyze dwell time and movement patterns to improve layout design and boost non-aeronautical revenue opportunities.

Facilities & Smart Buildings

Automate energy, HVAC, and staffing adjustments based on real-time occupancy and flow analytics for optimized operations.

Industry Context

Industry coverage highlights how real-time and historical analytics are being applied in airport environments to better understand congestion and operational flow.

Key Benefits

  • Enhanced traveler experience through reduced wait times
  • Improved operational efficiency and staff utilization
  • Data-driven decision-making with live and historical insights
  • Scalable, sensor-agnostic architecture
  • Secure, cloud-native deployment for global operations
Airport terminal with passenger crowd flow used to illustrate 3D spatial intelligence and people flow analytics

Experience Q-INSIGHTS

See how Q-INSIGHTS transforms movement data into operational intelligence for smarter, more efficient environments.