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    See shortages and surpluses coming, weeks ahead.

    See shortages, surpluses and price turns coming, weeks before they reach you.

    See supply and demand forecasts in a demoSee how the AI works

    What you get with T57 AI

    1. ShocksWithout T57: Seen too lateWith T57: Flagged weeks ahead
    2. Supply statusWithout T57: UnknownWith T57: Surplus, stable, at risk or shortage
    3. PlanningWithout T57: GuessworkWith T57: Forecasts with ranges

    TodayWith T57

    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 forecasting AI solves the late warning that leaves food buyers, sellers and governments reacting to shocks, by forecasting supply, demand and prices by product and origin.

    The problem without AI

    Why this is hard without AI

    Food supply shocks rarely come without warning, but the signals are scattered: weather, planting data, export policies, freight disruption and shifting demand. When the Strait of Hormuz closed in 2026, urea prices rose about 80% between February and April (World Bank, May 2026), with knock-on effects for the next harvests. Large traders and governments model these signals. Most food businesses learn about them only when prices jump or orders fail.

    How the AI works

    Data in, a small local model, a person decides

    Data in

    • Prices and trade flows
    • Weather and crop condition
    • Input costs and policies
    • Freight disruption

    Small, local model

    Small regional forecasting models

    AI output

    Forecasts, supply status and alerts

    A person decides

    You decide when to act
    Model typeTime-series and machine-learning forecasting models, with small regional models for each crop and market, combined into supply status signals.
    Data inputsHistorical prices and trade flows. Weather and climate data. Planting, yield and crop-condition data. Input costs such as fertilizer. Export and import policies. Freight and route disruption. Demand indicators such as seasonal and religious calendars. Anonymized T57 trade and RFQ activity.
    OutputForecasts of price, supply and demand by product, origin and market, with ranges. A supply status for each origin (surplus, stable, at risk or shortage), and alerts when the outlook changes.

    What it delivers

    Earlier action · Better planning · Food security insight

    Earlier action

    Buyers can switch origins or buy forward before shortages bite.

    Better planning

    Sellers and processors can plan volumes, storage and sales.

    Food security insight

    Governments and institutions see risks to supply early, through T57's food security view.

    Use case · Illustrative example

    Abu Dhabi food distributor secures rice ahead of a shortage

    Before

    An Abu Dhabi distributor learned of an export restriction on its main rice origin only when its supplier canceled, and paid a premium for emergency stock.

    With T57 AI

    T57 moves that origin from stable to at risk three weeks earlier, on weak monsoon data and policy signals, and forecasts rising prices. The distributor sends RFQs to verified suppliers in two other origins and secures supply for the next quarter before prices rise.

    Why T57 AI

    Validated, verified and accountable

    Validated against what happenedForecasts are back-tested and tracked against actual prices and volumes, and error ranges are shown with every forecast.
    Local models for local marketsSmall models for each region and crop capture local seasons, policies and conditions.
    AI advises, people decideForecasts inform decisions. They never make them.

    FAQ

    Common questions

    How far ahead do forecasts look?

    From a few weeks to a season, depending on the product and the data available. Every forecast shows its range.

    Can governments use the forecasts?

    Yes. Governments and institutions can access aggregated supply status and forecasts through T57's food security view.

    More in AI Native

    Thirteen AI features, one trade record

    01

    Trade AI

    02

    Market Intelligence AI

    03

    Agritech AI

    04

    Platform AI

    See shortages, surpluses and price turns coming, weeks before they reach you.

    See supply and demand forecasts in a demoApply for membership

    Get started

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