AgTech · sub-niche
Satellite yield prediction.
Yield prediction from satellite + weather + soil for insurance, finance, supply chain.
Team-sized buildTrickle — one deal per quarter
Why now
Climate volatility + insurance + supply-chain need accurate yield prediction.
What the signal looks like
Repos with satellite-image adapters, ML yield models, and supply-chain integrations.
Public examples
We name publicprojects + categories only — never founders we track inside the paid product. The buyer’s edge stays inside the product.
- Indigo Ag / Climate Corp adjacency
- Descartes Labs
- Open-source yield-prediction libraries
What this displaces
An insurance adjuster's eyeball estimate.
Our build-vs-invest call
Capital + data-heavy. Fund only with remote-sensing or ag-finance background. The moat is model accuracy + data depth.
Common questions about this niche
- Buyer?
- Crop insurers + ag-finance lenders + commodity traders.
- Pricing?
- Per acre or per portfolio.
- Defensibility?
- Accuracy + data.
More inside AgTech
- Precision spraying software — Vision + ML on tractor cameras to spray only where needed.
- Livestock vision monitoring — Camera-based monitoring of livestock health, behavior, feed efficiency.
- Soil microbiome analytics — Soil microbiome testing + recommendations for regenerative ag practices.
- Farm financial management — QuickBooks + cash-flow planning specifically for farms — seasonal, debt-heavy, complex tax.