Compute 7 vegetation indices, extract field boundaries with AI, and generate variable-rate prescription maps in ISOXML and John Deere format — all from a single API call.
Today's precision-ag workflow uses 4 separate tools — photogrammetry, vegetation index calculator, GIS for zones, ISOXML exporter — and each transition is a manual format conversion.
4 separate tools in the typical precision-ag stack
10 hours per field typical analyst labor
Manual digitization of every field boundary
Each delay day = one day of suboptimal application
Fifteen workflows from raw multispectral capture to ISOXML and John Deere prescription map.
| Workflow | Name & what it automates | Time saved |
|---|---|---|
| #196 | Multispectral Index Suite NDVI, NDRE, GNDVI, SAVI, EVI, MSAVI2, OSAVI with per-field zonal stats | — |
| #207 | Field Boundary Extraction AI-powered SAMGeo segmentation — no manual digitization | — |
| #198 | VRA Map Generation ISOXML + John Deere + Shapefile prescription maps from index zones | — |
| #202 | Stand Count Analysis Plant counting from high-resolution RGB orthomosaics | — |
| #33 | NDVI Vegetation Index Single-index NDVI for quick scout maps | — |
| #34 | Multispectral Indices Six additional indices for moisture, sparse vegetation, bare soil | — |
| #205 | Yield-Map Cleanup Combine yield-monitor cleanup, smoothing, and calibration to plot scale | — |
| #209 | Tile Drainage Detection Subsurface drainage line detection from spring-saturation NDWI | — |
Modeled on a drone service provider processing 200 fields/year for farming clients.
| Metric | Manual / current tooling | GeoDataConverter |
|---|---|---|
| Annual processing cost | $152,000 | $4,188 |
| Net savings | — | $147,812 (3,529% ROI) |
| Field boundary digitization | Hours per county | Minutes |
| Prescription map turnaround | Days | Same day |
Our SAMGeo AI model extracts clean, regularized field-boundary polygons from satellite or aerial imagery automatically. For a county-wide area, what takes days of manual digitization happens in minutes — and the boundaries are clean enough to feed directly into VRA generation.
Send one 160-acre field's multispectral capture. Get back 7 vegetation indices, AI-extracted boundaries, and an ISOXML + John Deere prescription map.