Exceptions before dashboards
The interface leads with the decision that needs attention, not a wall of undifferentiated data.
Aether Grid · 2026AI grid operations platform
An AI-assisted web platform that turns live supply, market pressure, and incidents into one explainable decision loop for grid operators.

Grid operators have to reconcile disconnected market, weather, generation, and incident software while the network changes by the minute. The problem is not a lack of data. It is knowing which change matters, why it matters, and who needs to act next.
We designed a role-aware web application organised around exceptions, downstream impact, and explainable AI recommendations. Product strategy, data architecture, and interface behaviour were shaped as one digital operating system rather than separate dashboard features.
Target from exception to accountable owner
Grid, market, and incident state
Alerts linked to source and rationale
The interface leads with the decision that needs attention, not a wall of undifferentiated data.
Network health, renewable supply, market pressure, and ownership stay connected in the same view.
Every recommendation retains its source, reasoning, confidence, and available human override.
A single operating picture connects network health, renewable supply, and market pressure without flattening the complexity behind them.
The delivered experience keeps a critical system calm, legible, and decisive while retaining the controls expert operators require.
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