Methodology
Reading Confidence Intervals in a Commodity Forecast Range
What the width of a forecast band actually means, and why a wide range on corn this month is more informative than a narrow one.
Insights
Commodity intelligence and methodology
Technical analysis from the Helios AI team on WASDE interpretation, Baltic Dry signal timing, crop-weather correlations, and the forecasting methodology behind our four-signal model.
Latest articles
Supply Risk
Freight Index Divergence as an Early Warning of Supply Shock
When Baltic Dry components diverge from seasonal norms, the grain and oilseed price response tends to follow 6-10 weeks later.
Forecasting
What Spring Planting Indicators Tell Us About Summer Prices
USDA planting progress releases and early NDVI readings give procurement teams a 60-90 day forward window before summer contracts close.
Procurement Strategy
Risk-Adjusted Procurement: Why Spot Price Alone Misleads
Spot price is a single snapshot. Supply-risk scoring gives procurement teams the distribution around that snapshot, which is where the real decision lives.
Methodology
Blending Four Signals Into One Commodity Forecast
The case for a multi-signal approach and the weighting logic behind the Helios AI methodology. Why equal weighting fails and commodity-specific calibration matters.
Market Intelligence
A Procurement Team's Guide to USDA Crop Reports
Which USDA reports matter, when they come out, and how to use WASDE revisions and planting progress releases to inform forward procurement timing.
Supply Risk
The El Nino Effect on Tropical Commodity Yields
How ENSO phase shifts affect palm oil, rubber, cocoa, and sugar yields, and what procurement teams buying these commodities should watch for when sea surface temperatures shift.
Market Intelligence
The Weather Signals That Preceded the Wheat Price Spike
A retrospective on the spring 2025 wheat move: which signals were present six weeks prior, and what a procurement team tracking them would have done differently.
Supply Risk
Supply Chain Disruptions in Brazilian Soybean Exports
Port congestion at Santos and Paranagua, road logistics bottlenecks, and what a disruption at the world's largest soybean exporting corridor means for landed price globally.
Procurement Strategy
Freight Costs as a Grain Procurement Risk Factor
When grain is priced at origin but you buy delivered, freight volatility is your problem. How to track freight risk alongside commodity price risk in a single scoring framework.
Market Intelligence
Corn Futures and Spot Price Divergence During Drought
Why futures and cash prices diverged sharply in the 2025 drought cycle, and what procurement teams relying only on futures prices missed when making forward buying decisions.