Interactive Walkthrough

Helsinki Region Situation Layer

We extract Helsinki Region Infoshare sources and combine them into a single, unified Helsinki region dashboard that updates in real time.

Scenario: "What is happening in the city right now?"

1

The Raw World

Helsinki Region Infoshare APIs provide perfect inputs—but they operate completely isolated from each other.

Traffic API

movement / congestion

Isolated

Weather API

conditions / visibility

Isolated

Events API

public gatherings

Isolated
2

Valo Connects Them

Connections are made through a shared model. Data normalizes instantly.

Traffic (raw) Observation()
Weather (raw) Observation()
Events (raw) Event()
3

The Combined Situation

Valo's shared model enables automated synthesis across inputs.

Heavy traffic in area X
Rain + low visibility
Public event nearby
System Produces

High congestion risk near event area

4

Live Updates

As buses stream telemetry and weather shifts, the situation layer updates dynamically.

HSL Stream
Traffic Stream
Weather Update

Helsinki Dashboard

Continuous data ingestion...

Infinite Reuse

The exact same fused data is instantly reusable across multiple surfaces. No new integration needed.

Map View

Alerts

Summary

AI Agent