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Predict.ai

Energy & utilities

Energy price forecasting

Forecast price ranges, volatility, and spike risk across power, gas, and related energy markets.

Sound familiar?

  • Price spikes that hit open positions before hedges adjust
  • Volatility regimes that change faster than the risk report
  • Procurement timed on last month's curve
Target: Market priceHorizon: Minutes–12 months

Market price

$ / MWh · Live forecast

Updated
$210$20HISTORYFORECASTHedge coveragePrice spike5-minute or hourlyMinutes–12 months ahead
Median forecast with uncertainty bandCrosses hedge coverage

Driver

System load

Driver

Generation mix

Driver

Fuel cost

Forecast horizon

Minutes–12 months

Refresh cadence

5-minute or hourly

Built for

Energy trading · Risk management

What you can predict

One forecast can answer several operational questions.

Model market prices from load, generation mix, fuel costs, weather, outages, transmission conditions, storage, and forward curves with explicit uncertainty.

01

Day-ahead and intraday price

02

Price distribution

03

Spike probability

04

Basis and spread

Questions teams need answered

  • What price range is likely tomorrow?
  • When is spike risk highest?
  • Which constraint is driving the outlook?
  • How much volume is exposed to adverse pricing?

Data that can improve the forecast

System loadGeneration mixFuel costWeatherOutagesStorage

Start with the history you already have. Add internal or external drivers only when backtesting shows that they improve the forecast on held-out periods.

What-if planning

Test a change before committing to it.

Compare a proposed change with the current baseline. See the expected direction, timing, range, and the assumptions behind the result.

A major generator goes offline

Recalculate price and spike probability

Gas prices increase

Compare power-price outcomes across hours

Market price

$ / MWh · Scenario comparison

Updated

What if

A major generator goes offline?

$210$20HISTORYFORECASTHedge coveragePrice spike5-minute or hourlyMinutes–12 months ahead
BaselineGenerator outage
Crosses hedge coverage

Driver

System load

Driver

Generation mix

Driver

Fuel cost

From forecast to action

Keep the people making the decision in the loop.

01 · MONITOR

Forecast continuously

Refresh market price on a 5-minute or hourly cadence as new data arrives.

02 · NOTIFY

Alert on meaningful changes

  • Price spike probability crosses a limit
  • Forecast price moves beyond hedge coverage

03 · DECIDE

Put the result to work

Market biddingHedgingAsset dispatchProcurement

Build a energy prices forecast with your data.

Start with sample data, connect your own history, or talk with us about your target, horizon, and production requirements.