The integration of asset, operational, field work, customer and compliance data from electricity, heat, gas and other energy resource production, trading and supply into a single managed digital chain.
Competitiveness will be determined by the ability to align safe equipment operation, market opportunities, balancing risk and customer portfolio margin in one decision chain.
The business covers the production, trading, balancing, supply, metering and settlement of electricity, heat, gas and other energy resources. The economic result is driven by the ability to simultaneously manage the technical constraints of assets, fuel and emission costs, demand and price forecasts, market positions and customer portfolio margin.
Production regime must account for equipment constraints, fuel and emission costs, and market value.
Forecast, transaction, actual measurement and correction must be compared based on the information available at that time.
Balancing, metering, contract and invoice corrections can obscure the true product or customer result.
In 2026, energy sector digitalisation is driven particularly by variable generation, electrification, storage, demand flexibility and the need to simultaneously optimise technical reliability, market position, balancing and emissions costs.
Forecasts are prepared based on weather, customer consumption, asset availability, fuel and market data.
Technical constraints, contractual commitments, market positions and risk limits are aligned.
Deviations, asset condition, network conditions and required corrective actions are monitored.
Meter readings, versions, calculated quantities and exceptions are managed.
Contract and tariff formulae are applied, invoices are issued and corrections are reviewed.
Deviations are attributed to technical, forecasting, market, metering or contractual causes.
Production is managed via SCADA, trading and forecasting in other systems, and overall performance is reconciled through reports.
Production plans, market transactions, metering and billing are managed in systems, but exceptions and root causes are often checked manually.
Demand, generation, fuel, price, emissions and equipment availability forecasts form a single planning cycle.
Market position, actual generation, balancing outcome, metering and financial impact are linked to a specific portfolio asset or customer.
In key portfolios, forecasts, technical availability, market positions, balancing outcomes, metering and financial impact are linked in a single decision chain, but coverage and model control are not yet uniform across all products.
Validated decisions are partially automated, and model quality, risk limits and human intervention are continuously monitored.
Energy generation and supply digitalisation must connect technical availability, forecasts, market positions, balancing actions, metering and the final financial result.
The greatest value arises from creating a closed plan-actual-settlement cycle for one portfolio, rather than improving each team's models separately.