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Okko Oulasvirta
Energy & Utilities

Energy Forecast & Action Hub

Put demand and generation forecasts next to the actions they should drive — positions to take, plant to ready, crews to pre-stage.

The decision it supports

Given the forecast, what should we do now to be ready for it?

What changes

Forecasts that lead to action rather than sitting in a report, and earlier, calmer responses to demand and weather swings.

Data domains

  • Metering
  • Weather
  • Market and trading
  • Grid and network
  • Finance and cost

Interactive preview

Energy Forecast & Action Hub is described here as an opportunity rather than shown as a working demonstration. The interactive build for this industry is Asset Health & Field Operations Twin — it uses the same primitives, the same governed data model and the same decision-to-action pattern this application would.

We build one flagship per industry properly rather than four shallow ones. The pattern transfers.

The workflow

  1. 01Demand and generation are forecast by location and horizon
  2. 02Weather and market context are drawn in around the forecast
  3. 03The gaps and risks in the outlook are highlighted
  4. 04Recommended actions are proposed with their expected value
  5. 05The planner chooses actions — market, generation or field
  6. 06The chosen actions are issued to the relevant systems

Platform capabilities most relevant here

  • OneLake

    One governed copy of enterprise data that analytics, AI and applications can all build on.

  • Curated business entities

    Agree once what an order, an asset or a customer means — then reuse it everywhere.

  • Data science and ML

    Predict what is likely to happen next so people can act before it does.

  • AI functions

    Apply language models to business data as a normal part of a data pipeline.

  • Fabric Apps

    Build the application where the governed data already lives, instead of copying it out.

  • Application state

    Remember decisions, assignments and approvals — the things a report cannot hold.

  • Enterprise APIs

    Turn a decision into a change in the system that actually runs the process.

Not every application needs every capability. This is the subset that this decision actually depends on.

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