Back to case studies

Predictive traffic management

A predictive traffic controller for a city that keeps growing.

Willoughby City Council needed smarter traffic flow as Chatswood's population density increases. Movewise turns live traffic data into a predictive operating platform — monitoring current conditions, forecasting future ones, and supporting the planning decisions that shape how the area grows.

Movewise AI-powered traffic control platform for Willoughby City Council
Client
Willoughby City Council
Product
Movewise, an AI-powered traffic controller
AI role
Count, map, forecast, and assess traffic conditions
Recognition
Winner of the 2026 Chatswood AI Hackathon

The challenge

Traffic pressure rising with population density.

As Chatswood grows, traffic flow becomes harder to manage. Council needs to understand current conditions, anticipate where congestion and accidents will occur, and factor traffic impact into the building approvals that drive further growth.

Without a predictive operating view, traffic management stays reactive and town planning decisions lack the data to account for how new development changes movement across the area.

How EuclideanAI helps

Live monitoring and forecasting in one platform.

Movewise combines a machine-learning traffic counter and an accident heat map with historical analysis and prediction, giving Council both a live picture and a forecast of traffic conditions.

The platform also provides AI-assisted traffic assessment for building approvals, so the traffic impact of new development is considered as part of the approval workflow rather than after the fact.

Impact

A predictive base for management and planning.

Council moves from reactive traffic management to a predictive operating view that monitors live conditions and forecasts future flow.

The same platform supports long-term town planning for Chatswood's growth, connecting day-to-day traffic control with the decisions that shape the area's future.

Recognition
Winner, 2026 Chatswood AI Hackathon
Workflow
Live conditions -> forecast -> planning
Pattern
Reusable for growing-city traffic management

Reusable pattern

Where this pattern applies

This pattern is useful for any growing council or city that needs to turn traffic data into both live management and forward-looking planning.

  • Urban congestion management
  • Road safety and accident reduction
  • Development impact assessment
  • Infrastructure and town planning