Farmhand — Process Data Intelligence
Real-time efficiency scoring and recommendations across 50+ telemetry signals on farm equipment.
What was breaking
Field operators had no real-time visibility into operations, no optimisation logic for planting and seeding density, and multi-season patterns were invisible.
Farmhand
Farmhand combines real-time efficiency scoring, recommendation engines, yield prediction and anomaly detection across telemetry, yield, soil and weather data.
- Real-time edge plus cloud analytics
- Efficiency scoring and variance flagging
- Cost-weighted recommendation engine
- Yield prediction and anomaly detection
- Operator dashboards with daily efficiency alerts
How it works
- 01
Sense
50+ telemetry signals collected from tractor ECUs alongside yield, soil and weather data.
- 02
Compute
Real-time edge analytics on the tractor combined with cloud aggregation.
- 03
Score
ML regression scores acre/min efficiency and flags seeding variance.
- 04
Recommend
Parameter adjustments suggested with cost-factor weighting.
- 05
Predict
Yield forecasting and anomaly detection across the season.
- 01
Sense
50+ telemetry signals collected from tractor ECUs alongside yield, soil and weather data.
- 02
Compute
Real-time edge analytics on the tractor combined with cloud aggregation.
- 03
Score
ML regression scores acre/min efficiency and flags seeding variance.
- 04
Recommend
Parameter adjustments suggested with cost-factor weighting.
- 05
Predict
Yield forecasting and anomaly detection across the season.
Before vs. after
| Metric | Before | After | Improvement |
|---|---|---|---|
| Seed waste reduction | — | 8–12% | Material |
| Fuel efficiency | — | +5–7% | Sustained |
| Operator adoption | — | 82% in 60 days | Strong |
What changed
- ✓8–12% reduction in seed waste
- ✓5–7% fuel efficiency gain
- ✓Increased crop productivity
- ✓Predictive input planning
- ✓Cost-to-output improvement at scale
Inside the build
Could this work for your team?
We adapt these blueprints to your domain, data and governance constraints — typically delivering a working prototype in weeks.