AIgorithm is a paddock-level decision-support platform that converts satellite imagery and weather data into nitrogen, biomass, soil moisture, and feed-on-offer maps for cropping and livestock operations. The platform integrates directly with John Deere Operations Center and Case IH/New Holland AFS Connect, enabling variable-rate application prescriptions and practical farm decisions grounded in field-specific data.
Funding
Funding not disclosed
Founders
Product
Problem
Farmers often rely on rough estimates or research-oriented remote-sensing tools that do not translate into actionable, paddock-level decisions. Cloud cover, complex paddock boundaries, and incompatibility with existing machinery data make it difficult to generate timely, grounded nitrogen, biomass, or feed management plans.
Solution
AIgorithm operates the Paddock Hub, a platform that processes Landsat/Sentinel-2 satellite imagery and weather forecast data into practical, paddock-specific outputs such as nitrogen uptake, biomass growth, feed on offer, soil moisture context, and weed detection. The platform supports both cropping and livestock workflows, allowing farmers to move from variability review to prescription-ready applications. It connects directly with John Deere Operations Center and Case IH/New Holland AFS Connect, or accepts manually drawn and uploaded paddock boundaries, fitting existing machinery setups. The tool is designed for operational decision-making, with clear caveats and decision-support context for each model output.
Target Audience
Primary customers are cropping and livestock farmers across Australia and New Zealand, as well as agricultural consultants and agronomists who need practical, paddock-level decision support that works with their existing machinery and workflows.
Features
- Satellite-derived nitrogen and biomass mapping using Landsat and Sentinel-2 imagery
- Paddock-level soil moisture and feed-on-offer metrics for livestock grazing decisions
- Weed detection and variable-rate application (VRA) prescription generation workflows
- Direct integration with John Deere Operations Center and Case IH/New Holland AFS Connect
- Compatibility with manually drawn or uploaded paddock boundaries for flexible farm setup
- Weather forecast data integration to support near-term decision support