Futures & Market Analysts

The signal your models are missing is climate causality

Analysts and quants build the view the desk trades on, but most models lack real-world climate causality. Helios AI streams climate and disruption signals into your models via API and MCP, so your forecasts compound on data your competitors do not have

The Challenge

Too late. Too retrospective.

Missed Volatility Windows

Volatility windows open and close before you see them.

Missing Climate Causality

Models miss the climate-to-price causality chain.

Delayed Disruption Signals

Disruption signals arrive after the market has already moved.

How Helios AI works

Turn market signals into actionable intelligence.

Signals built beyond price history

Futures signals are derived from modeled climate, supply, and demand across exchange-traded commodities, not from price history alone.

Understand what’s really driving the market

Climate-to-price causality is modeled per crop, so the signal reflects a real driver rather than a correlation.

Analysis that works like a research desk

A multi-agent AI analyst plans a question, researches across structured and unstructured data, and validates its own output, the way a desk of analysts would.

Put intelligence directly into your stack

Everything is delivered via API and MCP, so signals drop directly into your models and agents.

OUR METHODOLOGY

From supply signals to stronger sourcing decisions.

One Integrated View

Climate, price, and disruption signals in one place.

12-Month Forward Forecast

ML models forecast price and climate risk forward.

AI-Powered Intelligence

NLP and AI analysts deliver research-grade answers fast.

Proof in practice

Foresight that drives better decisions.

Vietnam’s Coffee Supply Plummets After Drought, Prices Hit 45-Year High

Vietnam's April 2024 drought caused lower yields, straining already tight stockpiles and driving coffee prices to a 45-year high. The Helios platform detected signals from drought-affected coffee regions in Vietnam, predicting the price surge ahead of media reports.

Helios Global Commodity Report Saved Libby's 15% on Mandarin Purchase

"Thanks to Helios AI's platform, we were able to predict an increase in mandarin prices six weeks before the market and buy a year's worth of supply from our partners - saving us 15%!"

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A volatility and disruption outlook you can pressure-test against your models.