.
$300B
40%
$100B
50%+
Server waste heat + facility thermal energy
Semiconductor energy harvesting
Electricity (power compute) + Cooling (remove heat)
Payback period: 2.5 years | ROI over 20 years: 150%+
Training GPT-4 consumed 25 GWh of electricity (equivalent to 2,500 US homes for one year). As AI models scale to 100 trillion parameters, energy demands will exceed the capacity of entire power grids. NEG makes AI training sustainable.
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Traditional cost: $20M+ electricity per training run. NEG: 50% reduction = $10M saved. Enable continuous training without grid strain. Carbon-neutral AI from day one.
AWS alone operates 100+ data centers. NEG adoption = $5B annual savings + carbon neutrality = regulatory compliance (EU 2030 mandates). Competitive advantage in enterprise sales.
Cloud gaming (Xbox Game Pass, GeForce Now) requires 50 ms latency = distributed edge data centers. NEG enables deployment anywhere (no grid dependency). Reduce streaming costs 60%.
Frontier supercomputer: 21 MW power consumption. NEG: reduce to 10 MW. Enable longer simulation runs. Climate modeling, drug discovery, fusion research—all sustainable.
Mining profitability = electricity cost. NEG: 50% cost reduction = 100% profit increase. Carbon-neutral blockchain = regulatory compliance. ESG-compliant crypto.
Companies process petabytes daily (Walmart, Amazon). NEG: reduce query costs 50%. Enable real-time analytics without budget constraints. Data-driven decisions at scale.
Traditional data centers: 40% energy to cooling. NEG provides cooling alongside power = zero HVAC. No chillers, no cooling towers, no water consumption. 60% footprint reduction.
No dependency on power grid or water supply. Enable data centers in deserts (no water for cooling), Arctic (free cold sink), or remote locations (edge computing). Geographic flexibility = competitive advantage.
EU mandates carbon-neutral data centers by 2030. US states banning new fossil fuel connections. NEG ensures compliance without operational disruption. Avoid $100M+ carbon penalties.
Texas grid failures (2021) cost data centers $1B+. NEG provides baseload power without grid dependency. Maintain uptime during blackouts. Energy sovereignty for mission-critical compute.
Eliminate HVAC = 2× server density per square foot. Same facility houses double the compute. Reduce real estate costs in expensive markets (NYC, SF, Singapore).
NEG scales linearly: 1 kW to 100 MW. No redesign for expansion. Add racks without upgrading cooling. Organic growth without capital expenditure spikes.