Institutional-Grade Architecture
Built on proven enterprise infrastructure with government-ready security and compliance. Transparent, auditable approach using publicly available satellite data and cloud computing platforms.
Data Sources
Sentinel-2 (10m resolution, 5-day revisit), Landsat (30m, 16-day), MODIS (250m, daily) for meteorological data. Comprehensive monitoring.
Processing Platform
Cloud-based planetary-scale computing infrastructure. Proven scalability to millions of farms. Automated processing pipelines.
Machine Learning
Ensemble methods combining multiple algorithms. Trained on African agricultural systems. Continuous improvement with validation data.
Output Formats
Excel reports, PDF summaries, PowerPoint presentations, geospatial files (GeoJSON, Shapefile, KML), RESTful API access.
Data Security
AES-256 encryption at rest, TLS 1.3 in transit. Role-based access control. Multi-factor authentication. Immutable audit logs. Daily backups.
Data Sovereignty
Standard cloud deployment. Africa-hosted option (AWS Cape Town), or on-premise government data center deployment. Full data ownership in all cases.
Integration
RESTful API with OAuth 2.0. Webhook notifications. Compatible with IFMIS, National ID systems, GIS platforms. Technical documentation provided.
Update Frequency
Crop health: Every 5 days. Verification: On-demand or scheduled. Alerts: Real-time. Reports: Daily, weekly, monthly, or custom intervals.
Seamless Integration with Existing Systems
RESTful API enables integration with government financial, identity, and GIS systems
IFMIS Integration
Verify beneficiary before payment disbursement
National ID Systems
Cross-check identity, prevent duplicates
GIS Platforms
Import/export shapefiles, land registry
SMS Gateways
Send farmer notifications, alerts
Extension Services
Push crop health alerts to field agents
M&E Platforms
DHIS2, ODK, REDCap integration
Cloud Storage
AWS, Azure, Google Cloud compatibility
BI Tools
Power BI, Tableau, Looker dashboards