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Case Studies
Case Studies
— Cases / Smart Mobility · Public Sector · Data
Traffic Monitoring & Forecasting
Software that shows a city its traffic — past, present and future. Any sensor, any year, one picture.
Smart mobility · Municipal
Data, Public Sector, Smart Mobility
Focus
Data platform
Users
Traffic departments · City planners
Range
1 minute to 1 year
Approach
Open source, no vendor lock-in
I
— About the client
Municipal traffic departments, city planners and decision-makers sitting on decades of traffic records collected across six or more incompatible sensor types.
II · The brief
— Challenge
City traffic data is scattered across six sensor types, each with its own locations, intervals, and years. The archives are huge, planners need detail down to the minute — and every query takes forever.
— KEY OBJECTIVES
01
Bring six or more sensor types into one comparable data model
02
Reconcile decades of records from different places, periods and intervals
03
Resolve detail down to the minute, actual traffic against typical
04
Keep answers near real time on a large archive
II
III · Our approach
— Solution
One responsive web application that collects from any source, makes it comparable, then analyses and forecasts — in any modern browser.
step 01
All six sensor types were brought into a single data model, so every record can be compared
step 02
The platform analyses traffic volumes, speeds, routes, and trip times down to the minute
step 03
Forecasting covers any street and any future date, with reports and export
III
IV · The outcome
— Results
Six sensor types now produce one picture, decades of records answer in seconds, and the city can forecast any place on any future date. Proven on the archives the city already holds.
01
Sensor types
6+ in one data model
02
Analysis range
1 minute to 1 year
03
Archive queries
Answers in seconds
04
Vendor lock-in
None, open source
VI
Contact
Let's put your traffic data to work.
Tell us about your sensors and your streets. We'll turn them into forecasts you can plan on.