GeoAI · Project Finance Due Diligence
Turn satellite data into investment-grade risk intelligence
MEFI Platform converts geospatial datasets, terrain models, and financial inputs into quantified credit risk outputs, ready for lending and investment decisions.
9
Satellite datasets
6
Risk modules
100%
Open source
Local
LLM — no cloud cost
Platform capabilities
What MEFI does
Unlike conventional GIS mapping tools, MEFI quantifies financial impacts directly from geospatial outputs. No proprietary GIS platform required.
Flood risk intelligence
HAND terrain model with domain-calibrated depth thresholds. 50-year to 500-year return periods.
Land cover & biodiversity
ESA WorldCover v100 — 11 classes with official color palette and sensitive habitat percentage.
Financial impact model
Expected Annual Loss, delay probability, contingency reserves, margin bps, approved debt capacity.
Natural language Q&A
Local Llama 3.1 via Ollama answers Investment Committee questions grounded in computed results.
One-click GEE download
SRTM, CHIRPS, Sentinel-2, JRC, WorldPop. All automatically clipped to your project bounding box.
IC dashboard
Risk scores, financial summary, three-scenario comparison, and credit recommendation in one view.
Risk modules
Six intelligence modules
Each module produces geospatial outputs and financial impact estimates using free satellite datasets from Google Earth Engine.
✓ Live
Flood risk intelligence
EAL · contingency · delay probability · depth map
Planned
Water security intelligence
Stress index · seasonal flow · revenue-at-risk
Planned
Biodiversity & nature risk
Habitat overlap · WDPA proximity · offset costs
Planned
Community & social license
Population exposure · resettlement costs
Planned
Infrastructure readiness
Road · grid · rail distances · CAPEX gap
Planned
Climate transition risk
Carbon intensity · deforestation · transition score
Target users
Built for finance professionals
Designed for teams who need geospatial risk expressed in financial terms, not just maps.
Commercial banking
Project finance teams
Banks and other financial services
Risk
Credit & sustainable finance
ESG screening, climate risk pricing
Development finance
DFIs & export credit agencies
IFC PS compliance, ECA due diligence
Sector specialists
Mining & energy finance
Copper, gold, solar, wind, hydro, LNG
Infrastructure
Transmission & corridor finance
Route risk, grid proximity, access roads
Insurance
Project insurance & ECA cover
Risk pricing, reserve allocation
Technology stack
Built on open-source tools
No proprietary GIS licenses. No cloud API costs. Runs entirely on a local Windows machine. Data never leaves your environment.
Python 3.11
Streamlit 1.56
rasterio · geopandas
Google Earth Engine
Ollama · Llama 3.1
numpy · scipy · matplotlib
ESA WorldCover v100
CHIRPS rainfall
SRTM DEM 30m
After one-time Google Earth Engine authentication, MEFI runs 100% offline. Data is cached locally in
data/raw/ — analysis runs are instant after the first download. Llama 3.1 runs on-device via Ollama. No data leaves your machine.