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The Problem

Agriculture runs on
an eight-month clock.

Six to twelve months per field trial. €200,000 to €350,000 per trial. Repeated dozens of times per year. The result is not knowledge — it is a delayed confirmation of what the mathematics already knew.

01 — The Cost

Every seed variety deployed into a new climate zone requires six to twelve months of field trials. At a cost of €200,000 to €350,000 per trial. Repeated dozens of times per year across geographies, soil types, and seasons.

The result is not knowledge. It is a delayed confirmation of what the mathematics already knew. The genome contains the answer. The climate data contains the answer. The distance between them is a matrix multiplication.

The industry built a calendar around a computation problem and charged accordingly. The cost is not a function of biological complexity — it is a function of the absence of the correct mathematical implementation.

€0M
Average annual field trial spend
— major European seed company
Industry estimates · European seed sector · 2023–2024

02 — The Timeline

Time to recommendation — comparative

Method vs. Time to deployable result
Field Trial
243 days average
~8 months
Genomic Offset
0.015 ms
0.015 ms
15,000,000,000× faster. Same scientific basis. Zero planting required.

03 — The Mathematics

The actual problem statement
The genome contains the answer.
The climate data contains the answer.
The distance between them is a matrix multiplication.
The industry built a calendar around it and charged accordingly.

Cost per result

€280,000
Per field trial result
Time: 6–12 months
Scope: 1 variety, 1 location
→
€0.000003
Per genomic offset prediction
Time: 0.015 ms
Scope: any variety, any environment
Reduction
99.99996% cost reduction

04 — Why Now

The timing is structural, not opportunistic

Climate change is accelerating the rate of environmental shift. Varieties adapted to today's conditions will be maladapted within a decade. The number of required trials is increasing, not decreasing — each new climate projection demands a new empirical confirmation.


The mathematics has existed for years. Redundancy Analysis was published in Molecular Ecology in 2018. The genomic offset statistic was defined in Ecology Letters in 2015. The peer-reviewed foundation was complete.


What did not exist was the packaged, API-ready, enterprise-deployable implementation that separates model fitting from projection and makes sub-millisecond prediction possible. That is what YOURTIMEONEARTH built.

The solution is built. The platform is operational.

See the Solution →