Case studies
Sample projects, shown end to end
Each case study follows one project from the raw input through processing and analysis to the delivered result, including the parts that did not work first time.
NoteThese are sample projects. The methods, pipelines and outputs are real and reflect how we work. Client names, figures and identifying details have been replaced with representative sample data, and nothing here should be read as a named client reference.
- Heatmap Analysis
- GIS Analysis
- Map Visualization
Urban Heatmap Data Analysis
From raw points to a normalised density surface with statistically tested hotspots.
- Input records
- 48,600
- Records corrected
- 9.1%
- POI Data
- Location Intelligence
- Heatmap Analysis
Restaurant Location Intelligence
POI collection, competitor density and catchment scoring behind a neighbourhood recommendation.
- Venues collected
- 3,180
- Coverage recovered
- +6%
- POI Data
- Data Collection
- Market Research
POI Data Analysis
A comparable POI census across five metros, and the standardisation that made it valid.
- Raw records
- 94,200
- Unique POIs
- 71,480
- GIS Analysis
- Computer Vision
- Map Visualization
Street Scene Analysis
Segmentation, detection and colour analysis turning street imagery into measurable indicators.
- Network analysed
- 310 km
- Images processed
- 24,800
Next step
Recognise your problem in one of these?
Most projects start as a variation on something above. Tell us what you are trying to work out and we will scope it.