// energy
AI in Energy & Utilities
AI load is now a siting fight as much as a power fight: local moratoria keep winning votes, and labs are testing voluntary demand cuts instead.
standing summary updated November 6, 2026
By The Bleeding Edge AI desk. Drafted by AI from the week's linked sources and published automatically, without line-by-line human review. How we make this →
Where AI in energy & utilities actually stands
For this sector, AI is a load story more than a software story, and the binding constraint keeps shifting from the grid connection to the town hall. A DataCenter Dynamics tally of recent US local votes finds most measures restricting data centers passed, with Ohio the most active — confirming siting risk runs jurisdiction by jurisdiction rather than by state rule, alongside the existing patchwork of Pennsylvania's local-approval permitting requirement, an Italian council's outright rejection of an 80MW site, and Memphis's proposed 12-month moratorium. BloombergNEF's read on Texas is still the sharpest measure of concentration risk: a governor-initiated pause in grid interconnections puts roughly 20% of the entire US data centre pipeline at risk, with no stated scope or end date. Google's reported search for 1,000 acres in Goochland County, Virginia for a 1.2GW site is a reminder that new gigawatt-scale demand keeps surfacing even as the siting fight intensifies — worth treating as conditional until a deal and interconnection follow. Sabey's plan to pilot HVO fuel over diesel at its Austin site is a small, concrete instance of the same permitting friction utilities and developers are learning to route around. The Department of Energy's $1.9bn across 31 grid-upgrade projects, expected to unlock 23GW, targets the physical bottleneck but does nothing to reform how interconnection queues work. Inference
Regulators and now the labs themselves are testing who gets to ask large loads to flex, and on what terms. FERC has rejected most of PJM's plan to curtail data centres during grid stress, leaving the grid operator with a large-load registry rather than a curtailment tool, and has separately blocked ComEd's exit from a 1.8GW contract backed by a $1 letter of credit, signalling it will police contract credit closely. Into that gap, OpenAI has launched a non-binding Grid Protectors program committing to cut its own data centres' demand when the grid is under strain — a voluntary substitute for the mandate FERC declined to approve, and one no other hyperscaler has yet matched. Ember's finding that only 3% of data centres are expected to shift power demand by 2030 cuts against the premise that voluntary or market-based flexibility programs can do much at scale; if that holds, utilities planning around demand response from AI load may be planning around a tool that mostly isn't there, and storage becomes the more realistic lever. Inference On cost, Indiana's regulator-approved $1.3bn AES Indiana plan for Google's Monrovia site, with Google covering costs, and AEP Ohio's voluntary bill-assistance contributions from Meta, QTS, Amazon, SoftBank Energy and Google remain the only concrete examples of large-load cost allocation; no standard tariff has emerged to replace case-by-case deals.
The load behind all this still arrives in very large, single-buyer blocks, and gas remains the default way to serve it. Anthropic has signed $517bn in compute agreements over eleven months, or 14.8GW; Google has contracted 3.6GW of nuclear and gas supply with Constellation in PJM territory; CoreWeave is leasing 240MW from AdaniConneX in Navi Mumbai. Kodiak Gas Services is deploying 76MW of behind-the-meter units in West Texas, and New Era has a 20-year gas PPA with a Vistra subsidiary for a 250MW site in Ector County, even though most new US generation capacity is clean. The capital stack keeps reorganising around power as the scarce input: Nvidia has backed Cloverleaf, which sells land that already has power; Siemens Energy is supplying B&W with 1GW of steam turbine-generators; Mistral Compute has hired Google's European energy and infrastructure principal while targeting 1GW. Google's new Virginia land search fits the same pattern — land scouted ahead of any signed power deal.
Much of the picture is still made up of things that have not happened or have not been tested. Memphis has not voted on its moratorium. PJM has not said what, if anything, replaces curtailment beyond the registry. No utility has filed a standard large-load tariff with collateral terms, and OpenAI's Grid Protectors commitment is non-binding and unadopted by any other lab. Several details from prior weeks remain undisclosed, including the fuel split in Google's 3.6GW Constellation deal and the power source for CoreWeave's Navi Mumbai capacity. Santee Cooper's load-forecasting work with Google Cloud is still the only case here of a utility using AI on the planning problem AI itself created. In this week's reporting, only the local-moratoria tally and OpenAI's program are corroborated by more than one source; the rest, including Ember's 3% finding and Google's Virginia land search, rest on single trade-press reports.
// Big moves
2026-W45A DataCenter Dynamics tally of recent US local votes finds most measures restricting data centers passed, with Ohio seeing the most activity — confirming siting risk is a jurisdiction-by-jurisdiction patchwork, not a state-level rule.
CorroboratedDataCenter Dynamicssource →
OpenAI launched the non-binding Grid Protectors Program, committing to cut its data centres' electricity demand when the US grid is under strain, as it tries to get ahead of local pushback on new sites.
CorroboratedDataCenter Dynamicssource →
Google is reportedly seeking roughly 1,000 acres in Goochland County, Virginia for a 1.2GW data center — another single-buyer, gigawatt-scale load the local grid would need to plan for, pending any actual deal.
UnverifiedDataCenter Dynamicssource →
Ember research finds only 3% of data centres are expected to shift power demand by 2030, suggesting cloud and AI inference workloads leave little room for demand response — utilities may need to treat most AI load as firm rather than flexible.
UnverifiedLatitude Mediasource →
Sabey DC will pilot HVO fuel as a diesel replacement at its Austin, Texas data centre, with plans to expand to more sites if it works — a response to diesel's recurring role in site permitting friction.
UnverifiedDataCenter Dynamicssource →
// Daily stories
2026-11-07
DTE Energy raises its five-year utility investment plan to $44bn, citing data center demandUnverifiedDataCenter Dynamics2026-11-06DTE Energy has raised its five-year utility investment plan to $44bn, an increase of almost $10bn, citing data center demand.
why it matters
Utility capital plans are being resized around data-centre load. Large-load and industrial customers should watch how the extra spend is allocated in future rate filings.
2026-11-05
US towns keep voting in data center moratoria and limits, DCD tally findsCorroboratedDataCenter Dynamics2026-11-04A DataCenter Dynamics roundup finds most local measures restricting data centers passed in recent votes across the US, with Ohio seeing the most activity.
why it matters
Siting risk is shifting from state-level policy to a patchwork of local votes — developers and utilities planning AI-driven load growth need jurisdiction-by-jurisdiction diligence, not just state rules.
2026-11-04
OpenAI launches non-binding 'Grid Protectors' program to trim AI data centre demand on strained gridsCorroboratedDataCenter Dynamics2026-11-03OpenAI has launched the non-binding Grid Protectors Program, aiming to cut its data centres' electricity demand when the US grid is under strain, as it looks to avoid local pushback against new data centre projects.
why it matters
A major AI lab volunteering demand flexibility, even non-binding, may give utilities more leverage in data centre interconnection talks — worth watching whether other hyperscalers adopt a similar program.
2026-11-03
Google is reportedly eyeing roughly 1,000 acres in Goochland County, Virginia's West Creek Business Park to develop a 1.2GW data center, DataCenter Dynamics reports.
why it matters
A single hyperscaler scouting gigawatt-scale land signals the power demand utilities in that corridor may need to plan for next — worth watching whether a deal and interconnection follow.
2026-10-31
Sabey to pilot HVO fuel as a diesel replacement at its Austin data centre, with more sites if it worksUnverifiedDataCenter Dynamics2026-10-30Sabey DC will pilot HVO fuel as a replacement for diesel at its data centre in Austin, Texas. If the pilot succeeds, the company plans to expand it to additional sites.
why it matters
Diesel on data centre sites is a regular point of friction in permitting and local opposition. Fuel suppliers and site operators should watch whether Sabey's Austin results are enough to justify the wider rollout it says it plans.
2026-10-30
Ember: only 3% of data centres will shift their power demand by 2030UnverifiedLatitude Media2026-10-29Research from Ember finds that cloud and AI inference workloads leave little room to limit compute, and only 3% of data centres are expected to shift power demand by 2030. Latitude Media says this may be good news for next-generation batteries.
why it matters
Utilities planning on data-centre flexibility may need to treat most of that load as firm. Worth watching whether storage, rather than demand response, fills the gap in large-load agreements.
2026-10-15
IURC approves $1.3bn AES Indiana solar, storage and transmission plan for Google's Monrovia data centerUnverifiedDataCenter Dynamics2026-10-14Indiana's utility regulator, the IURC, approved AES Indiana's plan for a $1.3bn solar, storage and transmission project serving a Google data center in Monrovia. Google is expected to pay for all the costs associated with the project.
why it matters
A regulator has approved a deal in which the hyperscaler is expected to fund both the generation and the wires. That goes straight to the large-load cost-allocation fight. Utilities drafting large-load tariffs should watch whether this becomes a template.
2026-10-14
FERC rejects most of PJM's data centre curtailment plan but approves a large-load registryCorroboratedLatitude Media2026-10-14Federal regulators rejected PJM's request to curtail power to data centres during periods of grid stress. They approved the grid operator's request to create a large load registry, a database of data centres.
why it matters
For now, PJM can't use curtailment to relieve grid stress, and the registry is what remains of its plan. Developers and utilities in PJM should watch how the registry is used and what PJM proposes next for large loads.
2026-10-13
Memphis council delays vote on a 12-month data centre moratorium in the city that hosts xAIUnverifiedDataCenter Dynamics2026-10-12The Memphis council has delayed a decision on a year-long moratorium on new data centre developments, despite protests, DCD reports. Memphis is home to Musk's xAI data centres.
why it matters
Local moratoria are becoming a variable that utilities and grid planners have to model in data-centre load forecasts. Worth watching whether Memphis passes the pause, and whether other host cities follow.
2026-10-10
Northern Italian council rejects an 80MW data centre, saying it conflicts with its environmental policyUnverifiedDataCenter Dynamics2026-10-09A municipal council in northern Italy has rejected plans for an 80MW data centre, arguing the proposal goes against its environmental policy.
why it matters
Local planning remains a veto point on new load, separate from grid capacity. Utilities forecasting data-centre demand may want to treat announced projects as conditional until local approval is secured.
2026-10-08
CoreWeave to lease 240MW from AdaniConneX in Navi Mumbai for an AI cloud region in IndiaUnverifiedDataCenter Dynamics2026-10-07CoreWeave is teaming up with AdaniConneX on an AI cloud region in India and will lease 240MW of capacity in Navi Mumbai.
why it matters
240MW from one tenant is a utility-scale block of load landing in a single metro. Worth watching how the capacity is powered, and how quickly the local grid can serve AI campuses of this size.
2026-10-07
Google signs a 3.6GW nuclear and gas power deal with Constellation in PJM territoryUnverifiedDataCenter Dynamics2026-10-06DCD reports that Google has signed a 3.6GW deal with Constellation to secure power in the PJM service area. The deal covers nuclear and natural gas and spans major data centre markets.
why it matters
One buyer contracting 3.6GW of nuclear and gas supply is a big draw on PJM, a market that is already tight. Watch how it affects capacity for other large loads, and how regulators respond.
2026-10-06
Jera, Dell and Rhaelm plan behind-the-meter AI infrastructure in Japan, starting at a Chiba power plantUnverifiedDataCenter Dynamics2026-10-05Jera, Dell Technologies and Rhaelm have teamed up on behind-the-meter AI infrastructure in Japan. The first project is planned for a power plant at Chiba.
why it matters
Building compute at an existing power plant is one way around grid connection queues. Watch whether Japanese generators start offering plant sites and power as a data centre product, and on what terms.
2026-10-02
PJM delays its one-time capacity auction, giving aggregators time to sign data centre dealsUnverifiedLatitude Media2026-10-01Latitude Media reports that PJM has delayed its one-time capacity auction, which gives distributed-capacity aggregators more time to sign bilateral deals with data centre customers.
why it matters
For utilities and large-load customers in PJM, distributed resources may become a route to capacity that can be negotiated alongside new generation. Watch for the revised auction timeline and how many deals close before it.
2026-10-01
A data centre operator signs a PPA for space-based solar from Virtus Solis and Brae SystemsUnverifiedLatitude Media2026-09-30A data centre company has signed a power purchase agreement for space solar power with startups Virtus Solis and Brae Systems. Latitude Media asks whether the two can hit the technical milestones to deliver before 2030.
why it matters
Data centre buyers are now signing offtake for unproven generation technology. For procurement teams, the open question is how much delivery risk such contracts carry, and whether the startups' milestones slip.
2026-09-29
DG Matrix and TerraFlow to deploy one of the first US solid-state transformers for AIUnverifiedLatitude Media2026-09-28Latitude Media reports that DG Matrix and TerraFlow will deploy one of the first solid-state transformers in the US for AI.
why it matters
This is one deployment, not a market shift. Worth watching whether it performs well enough for utilities and large-load customers to consider solid-state units alongside conventional transformers.
2026-09-26
DOE puts $1.9bn into 31 grid upgrade projects to speed data centre connections, citing 23GWUnverifiedDataCenter Dynamics2026-09-25The US Department of Energy announced $1.9bn in funding for 31 grid upgrade projects meant to speed data centre connections. The projects are expected to unlock 23GW of additional grid capacity.
why it matters
Utilities with large-load queues should check whether their territory is among the 31 projects. Watch whether the promised 23GW turns into faster connection dates or just adds capacity that is already spoken for.
2026-09-25
Latitude: most new US capacity is clean, but utilities keep picking gas for data centresUnverifiedLatitude Media2026-09-24Latitude Media reports that although most new US power capacity being added is clean, large utilities are choosing gas generation to serve data centre load, tying the pattern to the Trump administration's support for both AI and fossil fuels.
why it matters
If resource plans for AI load default to gas, the cost and carbon of that capacity sit in rate cases and corporate PPAs for a decade. Worth watching which filings actually clear.
2026-09-24
FERC blocks ComEd's exit from a 1.8-GW data centre contract backed by a $1 letter of creditCorroboratedUtility Dive2026-09-23FERC rejected ComEd's cancellation of its contract with PowerHouse Hillwood, whose planned 1.8-GW, $20-billion data centre was underpinned by a $1 letter of credit — described as 'less than the price of a cup of coffee' — which drew skepticism from Commissioner David LaCerte.
why it matters
Utilities are committing multi-gigawatt load contracts against thin credit backing, and FERC is now looking at the collateral. Expect security requirements and large-load tariff terms to be the contested part, not the megawatts.
2026-09-23
New Era signs a 20-year gas PPA with a Vistra unit to power a 250MW Texas data centreUnverifiedDataCenter Dynamics2026-09-22New Era has signed a 20-year gas power purchase agreement with a Vistra subsidiary to supply a 250MW data centre in Ector County, Texas, according to DataCenter Dynamics. The site is powered via an adjacent natural gas plant in Odessa.
why it matters
A 20-year offtake next door to the load is a bet that interconnection stays slow. For utilities, each such deal is demand that never enters the queue and revenue that never enters the rate base — worth tracking as a category, not a one-off.
2026-09-22
Kodiak to run 40 gas generators for 76MW behind the meter at a West Texas data centreUnverifiedDataCenter Dynamics2026-09-21Kodiak Gas Services will supply 76MW of behind-the-meter gas power to a data centre in West Texas, deploying 40 natural gas-fuelled reciprocating generation units.
why it matters
Behind-the-meter generation sidesteps the interconnection queue entirely, at the cost of owning fuel and emissions. Worth watching whether Texas load keeps choosing gas on site over waiting for grid capacity.
2026-09-12
Report: Microsoft targets 38GW of data centre capacity by 2032, up from roughly 12GW todayUnverifiedDataCenter Dynamics2026-09-11DataCenter Dynamics reports Microsoft is targeting 38GW of data centre capacity in 2032, against the roughly 12GW it operates today. The figure is attributed to a report rather than a company statement.
why it matters
One hyperscaler adding 25GW-plus of load over six years sits outside most utility planning assumptions. Worth watching whether the number shows up as firm interconnection requests or stays an internal ambition.
2026-09-11
UK PM Burnham rejects calls for a national data centre moratorium, citing AI Growth ZonesUnverifiedDataCenter Dynamics2026-09-10UK Prime Minister Andy Burnham has rejected calls for a national moratorium on data centre development, saying the government's AI Growth Zones will benefit communities, DataCenter Dynamics reported.
why it matters
A national pause is off the table for now, so UK large-load pipelines hinge on local planning and grid capacity as before. Watch whether AI Growth Zone designations arrive with firm interconnection commitments.
2026-09-09
Google's European energy infrastructure principal joins Mistral Compute as it targets 1GWUnverifiedDataCenter Dynamics2026-09-08Marc Oman, Google's European energy and infrastructure principal, has joined Mistral Compute, DataCenter Dynamics reports, as the AI company looks to deploy 1GW.
why it matters
One hire is not a trend, but it suggests AI companies are building in-house energy procurement rather than routing it through colo partners. European generators should size a 1GW ask against their own interconnection queue.
2026-09-08
Anthropic has signed $517bn in compute agreements in 11 months, or 14.8GW of capacityUnverifiedDataCenter Dynamics2026-09-07DataCenter Dynamics reports that Anthropic has signed $517bn in compute agreements over the past 11 months, representing 14.8GW of compute capacity.
why it matters
One buyer contracting 14.8GW turns AI load growth from a forecast into a booked commitment. Worth checking whether your 2030 load assumptions were built before deals of this size were on the table.
2026-09-05
Santee Cooper to use Google Cloud AI for load forecasting, deploying WeatherNext2 and GeminiUnverifiedDataCenter Dynamics2026-09-04DataCenter Dynamics reports that Santee Cooper has partnered with Google Cloud to roll out AI-driven load forecasting and financial planning tools, and will deploy both WeatherNext2 and Gemini Enterprise.
why it matters
Load forecasting is where data-centre demand meets planning and pricing. Worth watching whether other utilities buy a vendor weather-and-AI stack rather than build one as large-load requests pile up.
2026-09-03
Analysis: what utilities earn from data centres depends on which large-load tariff they fileUnverifiedLatitude Media2026-09-02Latitude Media examines how much utilities will actually earn from large load tariffs, concluding that when it comes to potential data centre revenue, not all tariffs are created equal.
why it matters
Large-load tariff design is a filing decision utilities own outright, and this points to a wide revenue spread between structures. Worth pressure-testing your own filing against comparable ones before the next rate case.
2026-08-28
Schwarz Group commits €5.6bn to a data centre in Mecklenburg-Vorpommern, fully renewable-poweredUnverifiedDataCenter Dynamics2026-08-27Schwarz Group has committed €5.6bn to a data centre in Mecklenburg-Vorpommern, Germany. DataCenter Dynamics reports the facility will be fully powered by renewable energy; no further operating detail was given.
why it matters
A single €5.6bn site pledged entirely to renewables is a procurement signal as much as a load one: at that scale the contracted generation, not the shell, sets the schedule. Worth watching which PPAs actually get signed.
2026-08-27
Rum Group signs a lease of up to $13.7bn with an unnamed US cloud customer in Maysville, GeorgiaUnverifiedDataCenter Dynamics2026-08-26DataCenter Dynamics reports that Rum Group has signed a lease agreement of up to $13.7bn under which an unnamed US cloud customer will take capacity at Rum's data centre in Maysville, Georgia.
why it matters
A single undisclosed tenant committing at that scale concentrates load risk in one service territory. Worth checking whether local planning assumptions were built for one customer of this size.
2026-08-25
AEP Ohio secures $18m from Meta, Amazon, Google and other data centre firms for bill assistanceUnverifiedDataCenter Dynamics2026-08-24DataCenter Dynamics reports AEP Ohio has secured $18m from data centre companies for a customer bill assistance programme, with Meta, QTS, Amazon, SoftBank Energy and Google all committing funds.
why it matters
A voluntary contribution is cheaper than a contested rate case, but it concedes the premise that large loads should offset ratepayer impact. Worth watching whether other regulators start treating it as the floor.
2026-08-23
Ignis and Acciona look to build a Segovia data centre; the same project includes a photovoltaic plantUnverifiedDataCenter Dynamics2026-08-22DataCenter Dynamics reports that Ignis and Acciona are looking to build a data centre in Segovia, Spain. The joint project also includes the development of a photovoltaic plant.
why it matters
One project is not a trend, but it is a data point on developers bringing generation into the same scheme as the load. Worth watching whether more Iberian projects arrive with a solar plant attached.
2026-08-22
Nvidia backs powered-land company Cloverleaf, whose projects are based on its DSX platformUnverifiedDataCenter Dynamics2026-08-21DataCenter Dynamics reports that Nvidia has backed Cloverleaf, a data centre powered-land company. Per the report, the backing will help Cloverleaf bring projects to fruition, and those projects are based on Nvidia's DSX platform.
why it matters
Power-secured land is the scarce input in AI build-out, and a chip vendor taking a position in the land layer is worth watching if you are bidding for the same sites or interconnection capacity.
2026-08-20
Pennsylvania order requires data centre projects to clear all local approvals before permitsCorroboratedDataCenter Dynamics2026-08-19Pennsylvania's governor signed an executive order imposing stricter requirements on data centre developments in the state. DataCenter Dynamics reports it mandates that projects secure all required local approvals before permits are issued.
why it matters
Local approval becomes the gating item in one more state, pushing risk earlier in the development timeline. If you are forecasting load or siting capacity in PA, assume longer pre-permit windows.
2026-08-15
West London data centre cleared for up to 50,000 sqm, drawing 64MW with 48MW of IT loadCorroboratedDataCenter Dynamics2026-08-14A data centre spanning up to 50,000 sqm has been approved for construction in west London. Planning documents put its electricity use at 64MW, supporting 48MW of IT load.
why it matters
Consents like this are the leading indicator of load growth: 64MW of draw for 48MW of compute. Worth tracking how many clear planning in your service area before they hit the connection queue.
2026-08-13
Siemens Energy to supply 1GW of steam turbine-generators for a US data centre power programmeUnverifiedDataCenter Dynamics2026-08-12Siemens Energy will supply B&W with 1GW of steam turbine-generators for a data centre power programme, DataCenter Dynamics reported. The units are destined for an undisclosed operator in the US market.
why it matters
A gigawatt of thermal generation procured for a single programme suggests large loads are increasingly buying their own power rather than waiting in interconnection queues. Watch what that does to load forecasts.
2026-08-12
Texas interconnection pause puts a fifth of the US data centre pipeline at riskCorroboratedDataCenter Dynamics2026-08-12BloombergNEF estimates that a pause in grid interconnections, initiated by the Texas governor earlier this month, puts roughly 20% of the US data centre pipeline at risk.
why it matters
Interconnection queues, not chip supply, are now the binding constraint on AI capacity — and one state's policy can stall a fifth of national build-out.
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