GIS Analysis Demo
Real-time Government Data Integration & Spatial Analysis
Enterprise workflow
Ingest, analyze, and decide with operational map intelligence
This demo is designed for teams that need defensible spatial recommendations quickly. Use it to compare concentration patterns, validate assumptions, and support executive briefings.
Coverage Insight
Area-Level
Find concentration gaps across selected geographies.
Analysis Cycle
Minutes
Shorten decision loops from manual spreadsheet review.
Decision Confidence
Higher
Use consistent geospatial aggregation for repeatable outcomes.
Features
Hexagonal Heatmaps
Advanced spatial aggregation
Statistical Analysis
Real-time data processing
Government Data
Live API integration
Data Aggregation
Multi-source analysis
Role-specific analysis preset
Data provenance and source health
NYC 311 service requests
Demo-simulatedFreshness: Generated per session
Representative public-service patterning; not a live NYC Open Data pull in this public demo.
Mapbox basemap
Live when token is configuredFreshness: Provider-managed tiles
Map render depends on a valid browser-safe Mapbox token.
Deck.gl hex aggregation
Client-renderedFreshness: Updates when controls change
Aggregation is visual and exploratory; production workflows should persist scenario parameters.
Loading spatial analysis workspace...
Initializing map layers and analytics components.
Decision packet export
Generate a share-safe handoff using the selected role preset, source notes, and current demo scenario.
Turn this demo into an implementation plan
Book a working session to align data sources, decision workflows, and pilot scope.
More working examples
Explore More of Our Demos
Compare this sightline scoring tool with the full collection of mapping and geospatial decision tools we've built.
Implementation stack
Technologies We Work With
We choose the stack around the job: browser maps for decision surfaces, spatial databases for reliable data, Python and GIS libraries for analysis, and annotation tools when imagery needs reviewer-ready labels.
QGIS
GIS Software
ESRI ArcGIS
GIS Platform
PostgreSQL
Database
PostGIS
Spatial Database
AWS
Cloud Platform
Google Cloud
Cloud Platform
DuckDB
Analytics Database
OpenAI
AI Platform
Claude AI
AI Assistant
CVAT
Annotation Tool
Python
Programming
React
Frontend
Node.js
Backend
Docker
Containerization
Kubernetes
Orchestration
Azure
Cloud Platform
TensorFlow
Machine Learning
Pandas
Data Analysis
NumPy
Scientific Computing
Jupyter
Data Science
Git
Version Control
Linux
Operating System
Ubuntu
Operating System
Mapbox
Mapping Platform
Leaflet
Web Mapping
Fastapi
API Framework
GeoPandas
Geospatial Analysis
GDAL
Geospatial Library