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Behind-the-meter (BTM) power—generation and storage on a site’s side of the utility meter—could help some AI factories secure flexible, resilient electricity. It is not a universal replacement for grid power, nor does it solve the other requirements of an operational facility. Because “BTM” can also refer to BtMData, the company, this article uses the energy meaning; the available information does not establish which meaning the original title intended.
What BTM can—and cannot—do for an AI factory
AI factories are power-intensive computing facilities, and access to electricity can constrain where and when data-center projects proceed. DigitalBridge’s June 2025 analysis says a 100 MW hyperscale data-center campus can consume as much electricity as 80,000 homes. That is DigitalBridge’s illustrative comparison, not a universal conversion or independently validated rule. DigitalBridge analysis
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Behind-the-meter arrangements can add on-site generation, battery storage, or both. Brookfield’s August 2025 investor analysis says modular on-site power may help developers scale capacity and timelines, while pairing generation with storage can help manage changing demand, integrate intermittent renewables, and provide support during peak GPU loads or outages. These are potential benefits, not guarantees that a particular project will be faster, cheaper, or more reliable. Brookfield analysis
BTM is therefore a power-supply strategy, not a complete AI-factory design. It does not by itself establish that a site has the permits, cooling, fiber connectivity, industrial infrastructure, or execution capability needed to operate. BtMData, a company whose name resembles the title’s acronym, also presents site readiness as a combination of power and other constraints; those are the company’s descriptions of its market and services, not independent performance assessments. BtMData
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What an operating AI factory shows
Deutsche Telekom announced that its Munich Industrial AI Cloud entered operation in 2026 and was already serving customers. The company reported nearly 10,000 NVIDIA Blackwell GPUs, computing power of up to 0.5 exaFLOPS, and operation above one-third of capacity with existing customers. These are operator-reported specifications and utilization figures. Deutsche Telekom announcement
The operator said it created the facility by extensively modernizing an existing data center, installing high-performance fiber connectivity, powering it entirely with renewable energy, and using water from the nearby Eisbach in its cooling concept. The example illustrates the number of site elements involved; the announcement does not establish that the Munich facility uses a behind-the-meter power arrangement. Deutsche Telekom CEO Tim Höttges said, “We are proving here that Europe can do AI.”
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Compare grid-only, BTM, and hybrid supply on the same basis
There is no apples-to-apples comparison in the cited sources that establishes a universal cost or speed winner. A project team should compare grid-only supply, on-site BTM, and a hybrid of grid and on-site resources against the same project assumptions.
| Decision factor | Questions to resolve |
|---|---|
| Time to available power | Is capacity contracted and deliverable at the site, and what interconnection, equipment, or construction lead times remain? Power access is identified as a site-selection constraint by DigitalBridge; BtMData describes contracted power as part of its site-readiness focus. DigitalBridge; BtMData |
| Reliability and resilience | How does the design respond to peak demand, outages, and transitions between grid and on-site supply? Brookfield discusses storage as a possible resilience and grid-stability support, but project performance depends on the actual configuration. Brookfield |
| Total project cost | Compare generation, storage, grid supply, financing, and operating costs over a consistent period and on a consistent basis. BtMData describes software features for comparing annual costs and return on investment with grid supply; that is a company product description, not independent validation. BtMData |
| Permitting and site readiness | Assess permits, cooling, connectivity, industrial suitability, and execution alongside power availability. Deutsche Telekom’s Munich example includes an existing facility, fiber, and a cooling concept, rather than power alone. Deutsche Telekom |
| Energy sourcing and emissions | Distinguish contractual renewable-energy claims from physical generation, storage, and grid supply. The cited sources do not provide comparable lifecycle-emissions figures for grid-only, BTM, and hybrid strategies. Brookfield; Deutsche Telekom |
So, is BTM the answer?
It may be part of the answer where project-specific constraints make on-site generation or storage useful, but the evidence does not support treating BTM as a universal substitute for grid supply or a turnkey solution. The decision depends on whether it improves the project’s power availability, resilience, economics, and energy sourcing without leaving permitting, cooling, connectivity, or other site-readiness needs unresolved.
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