Nov 12, 2025
Grid-aware operations for distributed assets
A portfolio of distributed assets needed to react to grid signals in real time instead of running on static schedules.
Grid-event revenue captured
↑↑
Duration
16 weeks
Team
5 people
Challenge
Each asset had its own telemetry and scheduling logic — with no shared view, operators missed revenue windows and incurred avoidable grid fees.
Solution
We designed a unified data layer, a decision model mapping grid signals to dispatch actions, and a governance view that kept operators in control of automation thresholds.
Outcome
The portfolio moved from reactive scheduling to grid-aware dispatch — capturing more revenue events while preserving operational discipline.
What was happening
Assets were profitable individually, but the operator could not see the portfolio as one responsive system.
Grid events moved faster than the schedule and revenue kept slipping through the gap.
What changed
A shared data and decision layer brought every asset under one operating view, with dispatch rules that reacted to grid signals within minutes.
Operators kept full control over the thresholds — the system removed lag, not judgment.
- Unified telemetry across distributed assets
- Signal-to-dispatch decision model
- Operator-owned automation thresholds
AI Transformation, Process Optimization & Cost Efficiency