AET

Autonomous Energy Trader

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Private Beta

AutonomousEnergy Trader

Institutional-grade energy intelligence. Free for everyone.

What if your home
could think?

Energy is no longer a utility.It's a battleground.

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Texas 2021 spike
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European peak
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Gas increase
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Homes affected
The Catalyst

Climate change isn't coming.It's here.

Extreme weather destabilizes grids worldwide. What was stable is volatile. What was predictable is chaos.

The Reality

Fossil fuels are finite.The old world is ending.

Oil wells deplete. Gas prices surge. The infrastructure of the 20th century cannot power the 21st.

The Transition

Renewables are growing.But they're intermittent.

The sun doesn't shine at night. Wind doesn't blow on command. Generation and consumption are perpetually mismatched.

The Infrastructure

Grids are fragile.Demand is relentless.

Every kilowatt-hour must be generated the moment it's consumed. The margin between stability and blackout is razor thin.

Meanwhile, on trading floors around the world...

Billions change hands.
Every single day.

In volatile markets,storage is power.

The Problem

You own the hardware.You don't own the upside.

You invested in solar panels. Batteries. The infrastructure of tomorrow. But your system sits idle while traders capture millions from the same volatility.

Institutional tools cost millions.

For you? Free.

Governments, insurers, and grid operators subsidize your access—because a stable grid benefits everyone.

Introducing

AET

Autonomous Energy Trader

Institutional-grade intelligence.

Running on a Raspberry Pi.

The same optimization algorithms used by hedge funds and energy giants. Now in your home. At no cost.

Harness the poweryou already own.

Capabilities

Multi-Factor Synthesis

11 expert signals fused with Bayesian Model Averaging. Market prices, weather, grid frequency—weighted by accuracy.

Stochastic Optimization

Dynamic programming across 501 state bins. 48-hour rolling horizon. P10/P50/P90 probabilistic scenarios.

Self-Learning Digital Twin

Physics-based battery model that calibrates itself. RLS for parameters. Kalman filtering for state.

Formal Safety Verification

Every setpoint proven safe before execution. Four independent layers. Battery health is inviolable.

Built for reliability.

Written in Rust. Validated in simulation. Designed to run for years without intervention.

The Returns

Multiple revenue streams

Price ArbitrageBuy low, sell high across day-ahead markets
£60–100
Negative PricingGet paid to consume during oversupply
£10–30
Grid ServicesFrequency response and balancing markets
£20–50
Peak ShavingAvoid demand charges and time-of-use peaks
£10–20
Total Potential
£100–200per month with 10kWh

Think bigger.

A single home earns hundreds. A thousand homes earn millions. A million homes reshape the grid itself.

Compatibility

Works with what you have

Tesla PowerwallBYDLG RESUPylontechVictronSolarEdgeEnphaseFroniusSMASungrow

A million homes.Acting as one.

Distributed intelligence. Stabilized grids. Renewable energy at scale.

Energy sovereigntyshouldn't cost you anything.

Free for individuals. Subsidized by the bodies that benefit most—

governments, insurers, and grid operators who gain from a more stable, resilient grid.

You keep 100% of what you earn.