Energy
A regional demand forecast, ready every morning
Temperatures and regional consumption in a thermosensitivity model, refreshed every morning.
← All industries
Energy and utilities
Energy data put to work on your premises, from forecast to production
Metering, generation, grid, weather: graal brings your series together in a lakehouse installed on your infrastructure, turns them into forecasts refreshed every day, and lets your AI agents watch over the pipeline, under your rules.
What is at stake
Three texts that weigh on your data
NIS2: a highly critical sector
Directive (EU) 2022/2555 lists energy — electricity, district heating and cooling, oil, gas, hydrogen — among the sectors of high criticality (Annex I).
AI and critical infrastructure
Regulation (EU) 2024/1689 classifies as high-risk the AI systems used as safety components in the supply of water, gas, heating or electricity (Annex III, point 2).
Data Act: switch clouds at no charge
From 12/01/2027, a provider of data processing services may no longer charge switching fees (Article 29).
How graal responds
One platform for your series, your models and your agents
On your premises
graal installs on your Kubernetes, on-premises or with a qualified hosting provider: your metering data does not leave your infrastructure.
From series to forecast
Connectors, pipelines exported as code, an Iceberg lakehouse, experiments and registry: the whole forecasting chain in one tool.
Traceable
Every action, human or agent, is logged and attributed. graal helps you trace and document what your regulators ask for.
The transposition of NIS2 into French law is under way. According to ANSSI, the directive will take effect in France "once all the transposition texts (law, decrees, orders) have been promulgated".
Use cases
Industry
Failures anticipated, and an alert before downtime
Anticipate failures from sensor data, and alert before downtime.
Cross-industry
Agents that watch, diagnose and restart, under your rules
Agents that watch runs, diagnose and restart them, under control.
Recommended deployment
On the Kubernetes or OpenShift of your datacenter, including on an isolated network thanks to offline installation, or with a SecNumCloud-qualified hosting provider when your data requires it.
How to buy
An 8-week pilot on a first use case, then an annual license per vCPU, unlimited users. Municipal utilities and other entities subject to public procurement can use the simplified purchasing routes described on the Pricing page.
Frequently asked questions
Does graal make us NIS2-compliant?
Compliance belongs to your organization. graal helps you trace and document: per-project permissions, an audit trail of human and agent actions, a software stack installed on your premises.
Can graal be installed on an isolated network?
Yes. graal installs offline, from your own image registry, and no third-party service is required for it to work.
Is the demo about energy?
Yes. It plays regional demand forecasting on ODRÉ open data, up to an agent that schedules the morning forecast.
Let's talk about your energy data
A specialist walks you through the forecasting chain and the deployment suited to your network.