Service
GIS mapping and spatial analysis
Most location questions don't need AI. They need clean data, the right analysis and a map people can read.
What you get
- Site selection and suitability studies that weigh distance, land, flood exposure and access.
- Access and proximity analysis: who is within reach of a clinic, school or market.
- Exposure and population analysis using sources such as WorldPop and OpenStreetMap.
- Maps for reports, proposals and presentations, designed to be read.
- Digitising, cleaning and geocoding messy location data into one usable dataset.
Who it's for
Developers choosing sites, planners, NGOs and consultancies that need maps and figures for reports, and researchers.
How it works
- QuestionWhat you need to decide
- DataGather, check and clean
- AnalyseQGIS, Python and PostGIS
- MapClear maps and a short summary
- Hand overThe data and the method
Questions clients ask
Can you work with the data we already have?
Yes. Spreadsheets with addresses, KML files from Google Earth, shapefiles or GPS tracks: I clean and combine them into one consistent dataset.
Which software do you use?
QGIS, Python (GeoPandas, Rasterio, Shapely) and PostGIS, so you are not tied to a paid licence. I deliver in the formats your team already uses.
Other services
Geospatial AI and machine learning
Deep-learning models that find and count objects in imagery, and predictive models tested on ground they have not seen.
How it worksDrone mapping and photogrammetry
Survey flights planned and flown in-house, then turned into orthomosaics, surface and terrain models, and counts.
How it worksSatellite remote sensing and earth observation
Land cover, vegetation, water and change over time, read from optical and radar satellite imagery, anywhere.
How it worksEUDR geolocation and deforestation checks
Plot points and polygons checked and screened for deforestation since 31 December 2020, ready for your EU due diligence.
How it worksLocation assessment and site selection
Where to build, open, expand or invest: candidate sites scored on access, population, competition, risk and cost.
How it worksFlood, climate and environmental risk
Where flooding is more likely, which people, roads and facilities sit in the way, and how land cover is changing.
How it worksWeb GIS development and dashboards
Interactive web maps, Streamlit apps and Power BI dashboards that work on any device.
How it worksSpatial databases and data engineering
PostGIS databases and repeatable Python and Earth Engine pipelines that keep spatial data current.
How it worksTraining and capacity building
Hands-on Python, GIS and remote sensing training for teams, from small workshops to seminars that have reached 1,500 people.
How it works