No GPU. No cloud required.
01 — Tool
Genomic Calculator
Single and batch prediction engine. Accepts raw SNP dosage arrays and target environmental parameters — temperature, precipitation, pH. Returns genomic offset score (0–1), confidence interval, and planting recommendation in milliseconds.
Five-tier recommendation system: Highly Suitable / Suitable / Marginal / Risky / Avoid. Each tier calibrated against validated ecological thresholds.
02 — Tool
ClimateZone Intelligence
3D interactive WebGL map with genomic offset scoring across 12 Spanish climate zones. Real-time colour-coded suitability overlay. Markers pulse at their prediction frequency: green for suitable, amber for marginal, red for avoid.
Click any location marker for full environmental data — temperature, precipitation, pH, confidence score, and recommendation. Deployable to any geographic region.
03 — Tool
Hex Intelligence Map
Regional suitability grid visualised as a hexagonal tessellation. Location name and offset score rendered inside each hex. Colour encodes genomic risk across micro-zones at a glance.
Hover any hex for a floating tooltip with full environmental data. Summary panel shows best and worst zones, Suitable/Marginal/Avoid counts, and active ecotype label.
04 — Architecture
Enterprise Infrastructure
The platform is designed for multi-tenant deployment. Each licensee operates in an isolated company context with independent model training, prediction history, and quota management.
05 — Competitive Reality
No existing tool delivers this.
We benchmarked every commercially available genomic offset tool. None provide real-time enterprise API access. None provide multi-environment batch queries. None are licensed for commercial deployment.
| Feature | R/vegan · gradientForest | GenomicLand | YTOE Platform ✦ |
|---|---|---|---|
| Real-time API | ✗ | ✗ | ✓ <0.02ms |
| Batch predictions | ✗ | Limited | ✓ 500 / call |
| Multi-tenant architecture | ✗ | ✗ | ✓ |
| Commercial licence | ✗ | ✗ | ✓ Available now |
| Global climate map (50 regions) | ✗ | ✗ | ✓ |
| Deployment time | Weeks | Weeks | bash run.sh |
* Performance benchmarks based on internal testing. R/vegan times measured on equivalent hardware.
06 — Integration
Two lines to a prediction.
The API is clean, documented, and requires no specialist knowledge to integrate. A standard HTTP POST returns a genomic offset score, confidence interval, and recommendation within milliseconds.
{
"genotype": [1.8, 0.2, 0.2, 1.8, 0.2],
"environment": {
"temperature": 18.4,
"precipitation": 720,
"soil_ph": 7.1,
"date": "2026-09-01"
}
}
{
"genomic_offset": 0.1842,
"confidence": 0.94,
"recommendation": "Suitable",
"predictions_remaining": 9847,
"model_version": "v2.1.0"
}