Road Traffic Data Analytics Platform
/ ITS / Hong Kong / 2021-2023 /
- Faster Incident Response
- 30-40%
- Data Availability
- 99.95%
- Prediction Accuracy
- 90%
Faster Incident Response
Data Availability
Prediction Accuracy
Summary
The client needed a government-cloud traffic analytics system for city-wide management, processing historical and real-time transport data to assess congestion and respond quickly to incidents. The platform required high scalability, reliability, and continuous availability for public services.
The Challenge
Massive real-time and historical transport data from city-wide sensors needed processing at scale
Slow identification and response to traffic incidents impacted city operations
The platform needed to handle peak-hour data loads without degradation
Government services demanded near-zero downtime and API reliability
The Solution
01 Secure public data APIs
Public access runs through secure internet-facing APIs, so city-wide transport data reaches the services that need it without exposing the platform behind it.
02 Five-minute data refresh
Traffic data refreshes every five minutes, giving near-real-time visibility of congestion across the city instead of a picture that is already out of date when it arrives.
03 Auto-scaling infrastructure
The cloud infrastructure scales automatically with no service interruption, which is what carries peak-hour data loads without the degradation the client could not accept.
04 Retraining without downtime
ML models retrain continuously while the APIs stay up. Model improvements ship without the outage window a government service cannot take.
05 GovCloud deployment
The platform runs on AWS GovCloud, which is what satisfies the regulatory position a public agency has to hold for city-wide transport data.
Inside the build
The Results
Operators act sooner
30-40% incident response time reduction through real-time alerting
Data always available
99.95% data availability across all endpoints
Jams seen coming
90% congestion prediction accuracy using ML models
The city runs on it
Platform serves as the backbone of Hong Kong's traffic management operations
Tech Stack
- Frontend
- Backend
- Infrastructure
- AWS GovCloud
Let's Work Together
Tell us what you're building. Our engineers will respond within 1 business day with a concrete next step - no sales script, no obligation.
- Email[email protected]
- Phone(+84) 246.276.3566
- Response TimeWithin 1 business day