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    Know your harvest before it happens.

    Know how much your fields will produce, and when, before the harvest.

    What you get with T57 AI

    1. OutputWithout T57: Invisible until harvestWith T57: A forecast for each field
    2. FinanceWithout T57: Lenders hesitateWith T57: A record lenders can assess
    3. ConditionsWithout T57: Spotted too lateWith T57: Early alerts

    TodayWith T57

    Finance, escrow and insurance come from licensed partners.

    Wheat grain pours from a farmer's hands into a sack in a ripe wheat field.
    From the field to the buyer, the record follows the grain.

    T57's crop AI solves the uncertainty that makes farmers hard to finance and supply hard to plan, by forecasting yields and harvest timing field by field, using local models and what farmers know.

    The problem without AI

    Why this is hard without AI

    Small farms produce around a third of the world's food (FAO, 2021), but their output is largely invisible until harvest. Farmers cannot prove what they will produce, so lenders hesitate. Buyers cannot plan how much they will receive. Cooperatives aggregate by guesswork. Weather is becoming less predictable, which makes old rules of thumb less reliable every season.

    How the AI works

    Data in, a small local model, a person decides

    Data in

    • Satellite images of the field
    • Weather, soil and water
    • Planting dates and past yields
    • Farmer observations, with consent

    Small, local model

    Small crop models for each region and crop

    AI output

    Yield range and harvest window

    A person decides

    Farmers and cooperatives decide
    Model typeSmall, local crop models for each region and crop, combining satellite-based crop monitoring, weather-driven growth models and machine learning.
    Data inputsSatellite images of the field. Weather history and forecasts. Soil and water data. Planting dates and varieties. Past yields. Farmer observations recorded by voice or photo in their own language, with consent.
    OutputA yield forecast with a range for each field, cooperative or region, an expected harvest window, and alerts when crop conditions change.

    What it delivers

    Financeable farms · Plannable supply · Early warnings

    Financeable farms

    Yield forecasts support input finance and contract farming agreements.

    Plannable supply

    Buyers and processors plan volumes and logistics before harvest.

    Early warnings

    Farmers and cooperatives see stress from drought, heat or pests early enough to act.

    Use case · Illustrative example

    Andhra Pradesh chilli cooperative plans its season

    Before

    A chilli farmer producer organization in Guntur estimated its harvest by asking members, often overpromising to buyers and then missing volumes.

    With T57 AI

    On T57, each member's field is monitored, and farmers add notes by voice in Telugu. Mid-season, the model forecasts a lower yield in one district after a dry spell. The cooperative adjusts its contract farming volumes with its buyer early, avoids a shortfall penalty and plans irrigation where it helps most.

    Why T57 AI

    Validated, verified and accountable

    Validated field by fieldForecasts are compared with recorded harvests every season, and models are retrained for each region and crop.
    Farmers' knowledge, with consentWhat farmers observe makes the models better. It is recorded only with consent, and farmers stay credited for what they contribute.
    AI advises, people decideForecasts guide planting, selling and finance. Farmers and buyers decide.

    FAQ

    Common questions

    Do farmers need special equipment?

    No. Forecasts use satellite and weather data. Farmers can add observations by voice or photo from a basic smartphone, or through their cooperative.

    Who can see a farm's forecast?

    The farmer or cooperative, and anyone they choose to share it with, such as a buyer or lender.

    Know how much your fields will produce, and when, before the harvest.

    Get started

    Join T57