Fusion Intelligence Architecture
THREE MINDS
ONE VERDICT
Multiple satellite data streams fused through three specialist AI engines — delivering one calibrated intelligence verdict in under 2 minutes.
Step 1 · Multi-Modal Input Data Sources
🛰️
Multispectral
Sentinel-2 · Landsat-9
10m–30m · 13 bands
RGB · NIR · SWIR · Red Edge
📡
SAR Radar
Sentinel-1 · ALOS-2
Cloud-penetrating · Night
VV · VH · Soil moisture
🌡️
Weather Data
ERA5 · IMD · NOAA
Historical + Real-time
Rainfall · Temp · Humidity
⛰️
Elevation DEM
NASA SRTM · Copernicus
30m global coverage
Slope · Aspect · Flood routing
⏱️
Time Series
Daily · Weekly · Monthly
Multi-year archives
Trend · Seasonal · Anomaly
Step 2 · Pre-processing Pipeline
Cloud Masking
SCL band + ML model removes cloud-contaminated pixels
Radiometric Correction
TOA → Surface reflectance. Atmospheric correction applied
Spectral Indices
NDVI · EVI · NDWI · NDMI · BSI · LAI · NBR computed
Data Fusion
Optical + SAR + DEM + Weather aligned to common grid
Step 3 · Parallel AI Processing — All Three Layers Simultaneously
Layer 01 · Visual Analysis Engine
Pattern Recognition AI
First-pass satellite image analysis using deep convolutional neural networks. Object detection, land-use classification, anomaly identification, and visual pattern recognition across all 13 multispectral bands simultaneously.
U-Net CNN
Object Detection
Change Detection
92%
Layer 02 · Contextual Reasoning Engine
Intelligence Synthesis AI
Deep reasoning layer that cross-references environmental, historical, and geospatial databases. Generates structured advisory reports with full evidence chains, causal explanations, and policy-grade recommendations.
LLM Reasoning
Evidence Chains
Advisory Reports
88%
Layer 03 · Predictive Forecasting Engine
Historical Forecasting AI
Long-term pattern matching against multi-decade satellite archives using LSTM time-series models. Predictive modelling, seasonal trend analysis, and early warning generation at planetary scale.
LSTM Time-Series
Anomaly Detect
Early Warning
95%
Step 4 · Panotrix Fusion Engine · Calibrated Consensus
Output · Unified Intelligence Verdict
Calibrated consensus from all three AI layers — confidence scores, evidence chains, and actionable recommendations in under 2 minutes.
JSON API Response
Dashboard Maps
PDF Reports
SMS · Email Alerts
98.2%
Fused Accuracy
vs 87% single-model
