One research agenda, four named programs.
Each program below carries its real status. We won’t call something proven until it has been.
Diagnosis & Alerts
Built, validated, in the field. Being rebuilt for public relaunch.
What started as a weekend build — could a phone camera tell a farmer what was wrong with a leaf — worked well enough to keep going. It grew past its own scope into a system that also warns farmers when disease is spreading nearby: from “here's what's wrong with your plant” to “here's what's happening in your area.” The outbreak-alert layer was already built and already worked in an earlier version of the product. This program is now being rebuilt for a public relaunch within 6 months, meaningfully better than before, not a refresh.
- Diagnosis accuracy: figures pending
- Outbreak-alert results: figures pending
- Relaunch target: within 6 months
Soil & Irrigation
Scoped and sequenced. Research and prototyping ahead.
The next program in sequence. Where Diagnosis & Alerts reads a leaf, Soil & Irrigation reads the ground and the water applied to it — built for the same conditions: patchy connectivity, mixed cropping, low-cost sensing rather than enterprise-grade instrumentation.
- Status: scoping and early prototyping
- Figures pending
Yield Prediction & Planning
Scoped and sequenced. Research and prototyping ahead.
Diagnosis tells a farmer what's wrong now. Yield Prediction & Planning is about what's ahead — using field-level data to forecast outcomes early enough to act on them, so input and timing decisions are made with foresight instead of guesswork.
- Status: scoping and early prototyping
- Figures pending
Beyond That
Deliberately unfixed. The mission stays broad until the next program is real.
We're not filling this slot with a roadmap placeholder for its own sake. Existing tools picked one narrow problem and stopped there — our bet is that agriculture's interlocking problems are one research agenda, not a portfolio of separate apps. What comes after Soil & Irrigation and Yield Prediction & Planning will be decided by what the evidence says the world's most common farm needs next.
- Status: intentionally undefined