Utilities
The grid is starting to think. It has to be trusted.
Forecasting, load balancing, fault detection and maintenance on power and water networks increasingly run on AI, often built by vendors and run by operators. Both sides need the same answer to one question: which AI is running.
What is at stake
When the AI is not the AI that was approved.
01
Decisions at grid scale
A forecasting or balancing model that changed without review affects whole regions, not one machine.
02
Vendors ship, operators answer
The model comes from a supplier; responsibility for what it does stays with the operator.
03
Regulators will ask
Change control already covers equipment and software. The model is the part that is missing.
The path of one model
Trust has to survive every handoff.
- VendorA model is built for a network.
- Operator approvalThe operator approves that exact model.
- Into operationsIt goes into control and planning systems.
- Running the networkIt shapes decisions every minute.
- Change recordEach system shows which model it runs.
How Vraelis fits
Approve. Deploy. Verify.
- 01 · Approve
The operator locks the exact model it reviewed.
- 02 · Deploy
Each approval is tied to the sites and systems it covers.
- 03 · Verify
Each system's running model is compared with what was approved, and kept for the change record.
