Turn price drivers into
a defensible forecast.

FORECASTING BUILT ON GLOBAL NEWS, GEOPOLITICAL UPDATES & SUPPLY CHAIN SIGNALS

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Forecasting as a Service

See What the Market will Do Next.

Real events, turned into price signals.

The difference is not the prediction model, but the translation of real-world events into causally calibrated, position-specific price signals. Every forecast comes with a verifiable track record.

Multi layer Architecture, one Forecast.

A five-model baseline ensemble reads the price history, a causal event layer turns news into weighted signals, and integration fuses both onto the specific grade and position. A rolling forecast history keeps every projection on record against the realized price.

Causality, not just correlation.

Your context, built in. Event signals are combined with baseline forecasts and your specific business assumptions — so projections reflect both statistical patterns and the developments that actually matter to your positions.

Where conventional forecasts stop.

Classic models rely on pure time series or a handful of manual variables, and data terminals deliver prices and news without causal models or confidence-banded forecasts. DSA closes the gap: each news item becomes a modelable, evidence-backed signal tied to real price movements.

How IT WORKS

The Architecture behind every Forecast.

Baseline Models

An ensemble of specialised time-series models learns historical price patterns, seasonal effects, and market structure. Together they form the quantitative core of every forecast. A rolling forecast history keeps every past prediction on record, so you can check what was forecast against what the market actually did.

1

Event Intelligence

An NLP layer continuously scans global news, policy shifts, and supply-chain signals and turns each one into a structured event. A causal engine then measures the real price impact of that event per horizon, controlling for trend and volatility, so only genuine effects enter the forecast as numerical inputs.

2

Integration

Event signals and baseline forecasts are combined through a horizon-weighted meta-learner, so each projection reflects both statistical patterns and the developments that actually move prices. Business assumptions can be set to match the specific grade, price basis, and open positions, so the forecast maps to real exposure instead of a generic market index.

3
Delivery

Available in your Systems.

Commodity Intelligence Platform

Explore, analyze, and decide in one platform

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API access

Seamlessly integrated into your systems

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Forecasts delivered directly to your inbox.

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COMMODITy Portfolio

Forecast your Commodities.

Energy

Brent Crude Oil

Brent Crude Oil is a major global benchmark for oil pricing, influencing energy markets worldwide. Its price is shaped by geopolitical events, production decisions, and economic trends.

Energy

Naphtha

Naphtha is a key feedstock in the petrochemical industry, derived from crude oil. Its pricing is influenced by crude oil fluctuations, regional supply conditions, and demand from chemical manufacturers.

Energy

WTI Crude Oil

WTI Crude Oil is a key benchmark for oil pricing in North America, heavily influencing global energy markets. Its price is sensitive to geopolitical events, production levels, and inventory data.

Energy

TTF Natural Gas

TTF Natural Gas is a key benchmark for natural gas trading in Europe, heavily influenced by regional supply and demand dynamics. Its pricing is sensitive to geopolitical events and weather conditions.

Energy

THE Natural Gas

THE Natural Gas refers to natural gas traded at Trading Hub Europe, Germany’s central virtual gas trading point. Prices are shaped by European supply flows, storage levels, LNG imports, weather-driven demand, and the role of gas in power generation.

Energy

LNG

Liquefied Natural Gas (LNG) is a critical energy commodity with pricing influenced by regional benchmarks and global demand. Its market is sensitive to geopolitical events and infrastructure developments.

Energy

Henry Hub Gas

Henry Hub gas is a key benchmark for natural gas pricing in North America. Its prices are influenced by supply conditions, weather patterns, and demand from both domestic and international markets.

Energy

German Baseload Power

Germany's power market is characterized by its transition towards renewable energy and the phase-out of nuclear power. Price movements are influenced by policy decisions, weather patterns, and cross-border electricity flows.

Energy

Wind

Wind energy is a renewable resource harnessed through turbines to generate electricity. Its pricing and availability are influenced by technological, meteorological, and regulatory factors.

Energy

Solar Energy Index

The Solar Energy Index reflects the performance and pricing of solar energy projects and technologies. It is influenced by policy changes, technological advancements, and environmental factors.

Explore all Commodities
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The Datasphere Savings Calculator is provided for indicative purposes only and does not constitute financial, procurement, or investment advice. Results are estimates based on general market assumptions and may differ significantly from actual outcomes due to commodity-specific conditions, organizational factors, and market volatility not captured by this tool. Datasphere Analytics is not liable for decisions made on the basis of these results. Your input data will not be shared with third parties.

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