Continuous input-stream forecasting
Prices, load and key generation streams on a rolling horizon.
Market Edge
For Energy Price Forecasting
83 live market streams in. Exchange-ready decisions out. Learning continuously in between.
THE PROBLEM
Static Intelligence Leaves Money on the Table
Battery storage revenue depends on accurate day-ahead price forecasts. When market conditions shift, traditional models degrade.
Missed regime changes mean:
- Mistimed charge and discharge decisions
- Lower capture rates
- Reduced trading margins
Power markets are dynamic.
Forecasts that cannot adapt quickly lose value.
THE SOLUTION · MARKET EDGE
Intelligence That Adapts to Market Change
Built on Wakeline's continuous learning system, Market Edge updates its internal assumptions as market behaviour evolves.
In this environment, intelligence must:
- Learn from new market outcomes daily
- Adjust to regime shifts
- Maintain memory of recent dynamics
No manual tuning. No custom configuration. No retraining cycles required.
Improving as it runs, it gives you the Market Edge.
In our public benchmark, this architecture delivered approximately 14% higher cumulative trading P&L than TabPFN over 2,097 trading days. Read the benchmark report
WHAT IT SEES
The Full Physical Picture Behind the Price
Market Edge does its work on live data rather than on a curated dataset. It perceives the German-Luxembourg bidding zone through 83 parallel input streams at 15-minute resolution, covering every TSO control area.
- 4 load streams - one per control area: TenneT, 50Hertz, Amprion, TransnetBW
- 57 generation streams - by fuel type per TSO: wind, solar, lignite, hard coal, gas, hydro, biomass
- 22 cross-border streams - flows with all neighboring zones, tracked per direction
Everything that moves the price, arriving continuously.
WHAT YOU GET
Continuous Perception, Discrete Outputs
Perception never stops: the system learns online from every 15-minute update, with no retraining cycles, so its understanding always reflects the current state of the market. The outputs are shaped around how you operate.
Day-ahead price curve
15-minute €/MWh for the DE-LU delivery day.
Optimal dispatch schedule
State-of-charge-feasible charge and discharge plan for the full delivery day.
Exchange-ready bid book
Bids for the 24h delivery window, ready for submission.
Your complete day-ahead bundle, before gate closure. Every day.
HOW IT WORKS
Market Edge Module
Market Edge ships as a module that connects to your existing systems through a single API. There is no platform to migrate to and no retraining pipeline to operate. You stream your market and asset data in, the system begins learning from the first update, and everything it learns remains specific to your deployment.
Once installed, it:
- Instantly starts learning from real outcomes
- Builds memory specific to that deployment
- Updates its decision-making process continuously
It enables existing systems to improve and adapt without pausing to be retrained, rebuilt, and restarted.
What this saves you:
- Retraining overhead
- Operational delays
- Deployment risk
- Historical data accumulation
- Energy consumption
Market Edge Beta
During the closed beta phase, we are working with a select group of energy traders, utilities, renewable operators, and storage providers across Germany, the UK, and the Nordic region to refine Market Edge's API integrations and operational workflows.
We are currently onboarding a limited number of partners for the closed beta. If you operate in European energy markets and are interested in exploring adaptive forecasting approaches, we would be happy to start a conversation.