Geospatial Analytics & Location Intelligence
Satellite imagery, GIS, and location AI for giga-projects, smart cities, logistics, and field operations across Saudi Arabia, every decision grounded in 'where'.
Geospatial analytics turns 'where' into a strategic asset. From NEOM and Qiddiya site selection to Riyadh fleet routing, Aramco asset monitoring, and ministry-grade smart-city dashboards, Bilytica fuses satellite imagery, GIS layers, IoT location streams, and AI to ground every decision in real-world geography. We engineer the full stack, Snowflake Geospatial (GEOGRAPHY, GEOMETRY, H3), Databricks Mosaic, PostGIS, BigQuery GIS, and Esri ArcGIS Enterprise, with PDPL-compliant in-country storage, Arabic/English delivery, and zero-copy data sharing across ministries and partners.
What We Do
Geospatial Analytics & Location Intelligence capabilities
- 01
Snowflake Geospatial Data Cloud
Production Snowflake deployments using native GEOGRAPHY and GEOMETRY types, ST_ functions, H3 hex indexing, and Carto Native Apps for in-warehouse spatial joins at billion-row scale, no data movement, zero-copy sharing across ministries.
- 02
Geospatial Data Integration & Storage
End-to-end pipelines from satellite, GIS, IoT, and ministry feeds into Snowflake, Databricks Lakehouse, PostGIS, and BigQuery, using Safe FME, Airbyte, Fivetran, dbt, Apache Sedona, and GDAL with PDPL-compliant in-country storage.
- 03
Satellite & Earth Observation
Sub-meter optical, SAR, and multispectral imagery (Sentinel Hub, Planet, Maxar, Airbus, Google Earth Engine) for construction monitoring, environmental change, and asset surveillance.
- 04
GIS Dashboards & Maps
Interactive Esri ArcGIS, Mapbox, Kepler.gl, CARTO, and Power BI / Tableau geospatial dashboards with bilingual Arabic/English layers, drill-downs, and ministry-grade exports.
- 05
Location Intelligence & Site Selection
Demographic, traffic, and competitor heatmaps to pick optimal store, branch, warehouse, and mega-project locations across Saudi Arabia.
- 06
Route & Fleet Optimization
Real-time vehicle routing, last-mile delivery, and field-force dispatch on OSRM, Valhalla, Google Maps Platform, and HERE, reducing fuel and SLA breaches.
- 07
Smart City & Mega-Project Twins
City-scale geospatial digital twins for traffic, utilities, crowds, and emergency response, built on NVIDIA Omniverse, Cesium, and Unity for NEOM, Qiddiya, and Riyadh-scale initiatives.
- 08
Geospatial AI & Predictive Models
Spatial machine learning with Databricks Mosaic, Snowpark, GeoPandas, and PyTorch for demand forecasting by district, risk scoring, and movement-pattern prediction.
Our Approach
From your data to a working result
- 01
Spatial Discovery
Map the geographic decision: assets, customers, competitors, infrastructure, and the questions location can answer.
- 02
Geospatial Data Integration
Pull satellite, GIS, IoT, and ministry feeds with Safe FME, Airbyte, Fivetran, and Apache Sedona, vector, raster, and streaming.
- 03
Spatial Storage Architecture
Land data into Snowflake (GEOGRAPHY/GEOMETRY/H3), Databricks Lakehouse, PostGIS, or BigQuery GIS, PDPL-compliant, in-country, with zero-copy sharing.
- 04
Geocoding & Quality
Standardize addresses, project to KSA-NG, validate boundaries, and resolve Arabic/English place-name ambiguity.
- 05
Spatial Modeling
Build heatmaps, catchment models, routing engines, and predictive geospatial AI on Snowpark and Databricks Mosaic, calibrated on Saudi data.
- 06
Bilingual Dashboards
Deploy ArcGIS / Mapbox / CARTO / Kepler dashboards with full Arabic-English parity, RTL maps, and ministry-grade exports.
- 07
Operationalize
Embed location intelligence into CRM, ERP, dispatch, and field apps, turning maps into automated decisions.
Industry Applications
Where it makes a difference
Technologies & Models We Use
Enterprise-grade tools and frameworks powering our solutions.
Snowflake
Geospatial Cloud
Databricks
Mosaic / Sedona
PostGIS
Spatial DB
Esri ArcGIS
GIS Platform
Mapbox
Maps & Tiles
Google Earth Engine
Satellite Imagery
GeoPandas
Spatial Python
Power BI
Map Dashboards
Ready to Explore Geospatial Analytics & Location Intelligence?
15 minutes. One strategy call. A customized roadmap tailored to your business.