AE4Cast | Look into the future of the yield of global grains market

Weather-Based Daily Crop Yield Forecasting

Weather risk is the central risk in the agricultural market. Traditional methods rely on extensive and costly ground surveys, providing the market only with delayed insights. At AE4Cast, we employ state-of-the-art predictive technology, tailored specifically to discern crop-relevant weather patterns, fused with cutting-edge statistical modeling, and this potent combination enables us to provide daily forecasts for the current crop season with an unparalleled level of accuracy.

Capture Rapid Weather Shocks

Extreme heat is one of the biggest in-season drivers —daily updates translate today’s weather into today’s yield move.

Better Risk Management & Hedging

Quantify evolving production risk in real time to time hedges, manage basis, and size positions with more confidence.

Stronger Procurement & Planning

Align buying, crushing/processing, and logistics to current yield trajectories and export pace— not lagged reports.

Accurate Daily Forecast From the Beginning of the Season

Get forecast reports on a daily basis from the beginning of every planting season and stay ahead of the market.

How AE4cast Can Help You

AE4cast turns high-frequency weather into daily, county-level yield forecasts you can act on—linking extreme heat and other daily weather indicators directly to expected crop outcomes. With precise, decision-grade signals and a modern interactive platform (maps, charts, AI search), you spend less time wrangling difference sources and more time on market structure, strategy and decision making.

Daily Yield Signals

County-level corn & soybean forecasts, rolled up to state and national.

Government Data

USDA crop conditions, planting progress, planted/harvested area, yield, and stocks-to-use. Equivalent reports from Brazil, Argentina, and other origins.

Trade Flow Visibility

Monthly export progress for all major exporters. Destination breakdowns to track demand and bottlenecks.

Area Forecasts

Yearly planting/harvested area forecasts on the grid cell level.

Who It Is For?

In the realm of agriculture, predicting future crop yields is vital. Anticipated crop outcomes affect every aspect of the food chain - from the trading of crops, to the efficient storage and transport of grains, and to the strategizing of plantings and livestock numbers for the upcoming year.

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