Geospatial Solutions
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Live Interactive Dashboards

Real-time geospatial dashboards powered by Streamlit + Agentic GIS

NREL Solar API
US Census Bureau
FRED Economics
Mapbox GL JS
☀️ Live Solar Development Dashboard
● LIVE
Real-time solar resource data from NREL API, demographics from US Census, and electricity prices from FRED
API Sources
4
Data Points
500+
Update Frequency
Hourly
Locations
8 Cities
Powered by Streamlit
🌐 Live API Integration
  • ✓ NREL Solar Resource API
  • ✓ US Census ACS Demographics
  • ✓ FRED Electricity Prices
  • ✓ Mapbox Satellite Imagery
📊 Visualizations
  • ✓ 3D PyDeck Maps
  • ✓ Interactive Plotly Charts
  • ✓ Real-time Data Tables
  • ✓ Monthly Trend Analysis
🧮 Calculations
  • ✓ Energy Production Estimates
  • ✓ Financial Feasibility
  • ✓ Payback Period
  • ✓ Revenue Projections
⚙️ Technical Implementation
How these dashboards are built with Agentic GIS workflows

Tech Stack

  • Frontend: Streamlit (Python)
  • Maps: PyDeck + Mapbox GL JS
  • Charts: Plotly Express
  • Data Processing: Pandas, GeoPandas
  • Deployment: Streamlit Cloud

API Integrations

  • NREL: Solar resource data (DNI, GHI)
  • US Census: Demographics (population, income)
  • FRED: Electricity price trends
  • Mapbox: Satellite imagery, vector tiles
  • Google Maps: Geocoding, routing (optional)

🤖 Agentic GIS Workflow

These dashboards are powered by n8n automation workflows that fetch data from APIs every 6 hours, process it with PostGIS, and update visualizations in real-time. MCP agents analyze the data and generate AI-powered summaries using Azure OpenAI.

Want a Custom Dashboard?

We'll build a tailored interactive dashboard for your specific use case, integrated with your APIs and data sources.

Technologies We Work With

Leveraging cutting-edge technologies and industry-leading tools to deliver exceptional geospatial solutions and data analytics services.

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