enliteAI

maze-flex

Europe is adding renewables faster than copper

The grid was built to move power one way. Millions of rooftops and wind farms now push it back the other way, and the network is running out of headroom.

Today

With maze-flex EnliteAI's RL solution for flexible grid stability

Limits crossed thousands of times a year Bus voltages out of their permitted band, lines past their ratings.
Corrected in milliseconds 288 decisions a day on transformer taps and injection setpoints.
Answered by hand, or by the market Redispatch and reserve plants, billed back through the network tariff.
Every action weighed against its cost Trained on real grid topology and measured load and generation.
Or by switching clean generation off And when that is not enough, the lights go out.
Inside the limits, continuously Curtailment only when nothing else will hold the grid.

When it fails

15 GW Iberian peninsula goes dark. The cascade is traced to gaps in voltage and reactive-power control ENTSO-E · Apr 2025 4.5 days Arson on one cable bridge leaves 45,000 Berlin households and 2,000 businesses without power DKKV · Jan 2026 49.74 Hz Continental Europe splits into two synchronous areas for an hour after a single substation fault ENTSO-E · Jan 2021

What stability costs

€3.06 bn German congestion management in 2025: redispatch, reserve plants and curtailment compensation Bundesnetzagentur · 2025 215 days Austria needed redispatch on more days than not in 2025, at a cost of €87.2 m Austrian Power Grid · 2025 €6.5 bn Grid costs rose far enough that Germany now subsidises its four TSOs to keep network fees down Bundesregierung · 2026

Clean power switched off

1,750 GWh German renewables curtailed in 2025, a new record, and 25% more than the year before pv magazine · Feb 2026 70% Austria’s new ElWG lets operators cap new PV feed-in, and requires remote control from June 2026 elektro.at · Dec 2025 €100 bn Wind, solar and storage waiting years in European connection queues, 830 GW with nowhere to go Euronews · Jun 2026

Every one of those numbers is a decision someone had to make, on a real grid.
maze-flex supports operators by computing decisions and its consequences, in milliseconds.

Computing today’s grid scenario live…

288 power-flow solutions, one every five minutes. Nothing here is pre-recorded.

Built by EnliteAI, a Deep Tech Venture Studio specializing in reinforcement learning for real-world industrial control.

enliteAImaze-flex
Scenario & agent ⌄

Keep the grid within limits.

A trained agent sets the transformer tap position and the active/reactive power setpoints of every controllable injection, once every 5 minutes, for the whole day ahead.

Within limitsNeeds attentionCritical

YOU ARE THE OPERATOR

Run the day, one decision at a time

The day plays forward on its own and stops five minutes before whatever is applied would take the grid outside its limits. Whatever you dispatch - your own setpoint, or the action a policy suggests at that moment - is held exactly as it is until the next alert, where every option is priced again. Keep the grid inside its limits and you are not called back. Every choice is assessed against the same operating criteria.

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no decisions yet
The grid right now —

YOUR ACTION

Configure your own action

One setpoint is applied equally to every controllable injection.

Start from a policy's per-injection setpoints, averaged down into these two sliders - the same one action its own card would dispatch, with the per-injection detail flattened out

Predicted result

Move a slider to see what it would do.

DAY SIMULATION

14:35 · Baseline (NoOp)

Compare

Scrub the whole day here - every panel below shows this one instant.

00:0006:0012:0018:0024:00
At — the grid below is showing
GRID HEALTH
Attention needed72/100

2 voltage violations and 1 overloaded line at this moment.

Critical: 2 · Operational: 1

Score reflects the severity and share of affected grid elements.

VOLTAGE RANGE
0.958 — 1.067p.u.
Operational: 0.95 — 1.05 · Critical: 0.90 — 1.10 p.u.
MAX LINE LOADING
112%
2 lines above their thermal limit
FLEXIBILITY AVAILABLE
4.8MW
12 controllable injections online
CURTAILMENT COST
€0,00this step
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Resulting Grid State

NoOp baseline
Ring = curtailed right nowRed or orange = outside limits
HV substation Bus 14 Bus 21 Line 7 · 112%
3 violations activeInspect & mitigate →

ACTION EXPLANATION

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Compare against