Real-time data
Live information keeps the experience current and supports timely decisions.
Case study — Digital Experience
Live Indoor Navigation Engine
Infrastructure-free real-time indoor navigation system delivering Google Maps-like live positioning for complex indoor spaces.
- Client
- Live Indoor Navigation Engine
- Role
- Product design & 3D engineering
- Platform
- Web · Mobile & Desktop
01 — Overview
A clearer way through a complex experience
Infrastructure-free real-time indoor navigation system delivering Google Maps-like live positioning for complex indoor spaces.
Eliminated the need for costly indoor beacon infrastructure deployments. Enabled scalable live indoor navigation across large commercial environments. Delivered real-time blue-dot positioning and navigation experiences indoors. Reduced infrastructure and operational costs for indoor positioning systems. Improved user experience through seamless live indoor wayfinding. Enabled scalable deployment across airports, venues, malls, and enterprise facilities.
No Beacons / No Extra SensorsInfrastructure Requirement
Sensor Fusion + Spatial IntelligenceCore Technology
Live Real-time Indoor PositioningNavigation Mode
4Core phases
The Challenge
The Challenge
Traditional indoor navigation systems typically require expensive deployment of Bluetooth beacons, Wi-Fi triangulation hardware, UWB infrastructure, or dedicated indoor positioning sensors throughout physical spaces. These deployments are costly to maintain, difficult to scale across large venues, and impractical for rapidly evolving environments such as airports, event venues, malls, and smart buildings.
The Solution
The Solution
Developed a live indoor navigation engine that extended static turn-by-turn routing into real-time indoor positioning and movement tracking without requiring additional physical beacon or sensor infrastructure. The system leveraged GPS initialization, smartphone motion sensors (IMU, accelerometer, gyroscope, magnetometer), and deep spatial understanding of mapped indoor environments to continuously estimate user movement and provide live navigation experiences similar to Google Maps — but for indoor spaces.
The System
A connected system built for the experience
The experience combines React Native, React, TypeScript, MapLibre in a responsive system designed to stay clear, fast, and reliable across devices.
The Outcome
A measurable result, designed into the product
Eliminated the need for costly indoor beacon infrastructure deployments. Enabled scalable live indoor navigation across large commercial environments. Delivered real-time blue-dot positioning and navigation experiences indoors. Reduced infrastructure and operational costs for indoor positioning systems. Improved user experience through seamless live indoor wayfinding. Enabled scalable deployment across airports, venues, malls, and enterprise facilities.
Built around the moments that matter
Analytics and monitoring
Operational dashboards turn system activity into clear, actionable insights.
Indoor navigation
Guided navigation helps users move confidently through complex indoor environments.
Live sensor integration
Connected sensor and device data provides an up-to-date view of physical operations.
Navigation
Navigation is built into the system as a core user-facing capability.
Monitoring
Monitoring is built into the system as a core user-facing capability.
Inside the experience
Eliminated the need for costly indoor beacon infrastructure deployments. Enabled scalable live indoor navigation across large commercial environments. Delivered real-time blue-dot positioning and navigation experiences indoors. Reduced infrastructure and operational costs for indoor positioning systems. Improved user experience through seamless live indoor wayfinding. Enabled scalable deployment across airports, venues, malls, and enterprise facilities.
Project TeamSaailverse case study
Next ProjectTurn-by-Turn Indoor RoutingData Visualization