Issue 14
Viewpoint
case · United States
US midterms: data center opponents win at the ballot box as AI stocks fall
In the US midterm elections, voters overwhelmingly backed local measures against data centers: 45 ballot questions were put to voters, and in Ohio 21 measures passed. The news also put pressure on AI stocks, and the Hungarian press weighed the impact on Hungarian companies as well.
Who is affected and how
- energy specialist
- Data center connection requests are becoming more uncertain, so grid development plans should be reviewed under multiple scenarios.
- supplier
- Orders for switchgear, transformers and cooling may slip or fall through, so order backlogs should be tied to project permitting status.
- plant manager
- Utilization of production lines supplying data centers should be re-planned in light of permitting risk.
energy · United States
OpenAI's new data centers to cut power draw at peak grid demand under Grid Protectors program
On November 2, OpenAI announced the Grid Protectors program, under which its future compute campuses will reduce their power draw at peak grid load. The program responds to growing local opposition…
energy specialistFlexible, curtailable load is a new bargaining basis for large-customer connections, so it is worth assessing which loads can be reduced at peak times.engineerIn data center design, load reduction (storage, scheduling, reserve capacity) may now become a design requirement and should be built into specifications.factory · AsiaFoxconn October sales rise 46% and company prepares OpenAI collaboration
Foxconn (Hon Hai) reported on 5 November a 46% rise in October sales on strong demand for Nvidia servers, and expects growth in the fourth quarter. The company signaled a new collaboration with…
supplierStrong growth in orders for AI server production raises capacity needs at component and assembly-plant suppliers.plant managerElectronics contract manufacturing capacity may shift toward AI servers, which could affect the scheduling of other products.energy · United StatesData centers accounted for at least 60% of US electricity demand growth last year, grid struggles to keep up
A 7 November analysis says data centers made up at least 60% of US electricity demand growth last year, while the outdated grid struggles with the load. Utilities must rework grid planning because of…
energy specialistGrid planning needs a separate scenario for data center load growth, and large connection requests should be handled in phased stages.plant managerGrid constraints may also slow the connection of factory expansions, so power requirements should be reported early.investment · United StatesElection losses could halt up to 30% of large US AI data center projects, analysis says
An analysis says the Democrats' midterm success could halt or cancel up to 30% of large data center developments, and Texas had already suspended permitting earlier. Meta warned that political…
supplierFor makers of grid and power plant equipment, the permitting pause means delayed orders, so contracts should include a penalty-free rescheduling clause.energy specialistAs projects drop out, fewer of the submitted grid connection requests may be built, so load forecasts should be reweighted.Hungary
surveyAI use spreads rapidly at Hungarian companies: industrial adoption up from 29% to 57%plant managerMost competitors already use AI, so it is worth picking a first measurable process (maintenance, quality, planning).SME ownerAdoption is fast but the impact is not dramatic, so set a concrete cost or time-saving target when introducing AI.surveySurvey: four in five industrial players face skills shortages; two-thirds of AI users also use personal devicesplant managerAI used on personal devices is a data security risk, so provide employees with approved tools and a clear policy.SME ownerThe skills shortage is one driver of AI use, so training and the range of permitted tools need to be clarified.surveyHungarian industry posts stronger figures, driven by deliveries to AI data centersplant managerOutput supplying AI data centers is expanding, so capacity and workforce plans should be aligned with this demand.supplierData center demand is a new export channel but is sensitive to the global cycle, so customer concentration needs watching.caseIPOSZ: European AI4SMEs project supports AI adoption among Hungarian small businessesSME ownerThe project's practical examples offer a starting point for supporting your own business processes with AI.skilled workerCraftspeople's examples of AI use can help speed up administration and quote preparation.roboticsUniversal Robots' Hungarian head presents trends in the country's industrial roboticsplant managerComparing national robotisation trends with one's own plant helps set priorities for introducing collaborative robots.SME ownerCollaborative robots can also be used for smaller production runs, so the payback should be calculated for a specific task.investmentHungarian robotics startup Plora.ai closes €1.2 million funding roundSME ownerSolutions from Hungarian robotics startups are available with local support, so pilot options are worth exploring.engineerHungarian robotics development creates job opportunities for automation engineers.automationBudapest to become a starting point for the autonomous factory eraplant managerIntegrated data-driven plant management requires a unified data layer, so connecting data sources is the first step.engineerIntegrating maintenance, materials management and production data creates new engineering tasks.
More key stories of the week
automation · United States
Walmart extends Symbotic warehouse automation deal to 25 distribution centers in $6B agreement
Walmart is extending Symbotic's AI-based warehouse systems to 25 distribution centers in a $6 billion agreement. The companies have worked together since 2017.
logistics specialistWarehouse automation at large retailers is changing job roles, so warehouse training should focus on operating and supervising robots.supplierWalmart's automated centers may bring standardized packaging and shipping requirements.automationADNOC becomes first energy company to deploy OpenAI's Frontier system
Abu Dhabi's ADNOC and G42 signed a deal with OpenAI on 2 November to deploy advanced AI capabilities at the state energy company. Altman said AI could make energy production and transmission more…
energy specialistAI deployment in the energy industry can serve as a model for optimising production and transmission, so it is worth launching a pilot on one's own operational data.engineerAnalysing industrial operational data with AI agents requires process engineering expertise.case · United StatesOpenAI drops NDAs and pledges to pay the full power costs of its data centers
On November 5, OpenAI said it will publish construction plans, involve local communities and protect ratepayers. The move followed a rebuke after the midterm elections.
energy specialistRegulating who bears power costs will fall to utility commissions; new connection tariffs and contract terms make them worth following.supplierPublic site plans and community consultation may slow projects, so scheduled deliveries should be planned with longer lead times.case · European UnionProtests against AI data centers span 15 European countries, with Amsterdam construction site stormed
A two-day series of actions against data centers, organised by about 100 groups, began on 6–7 November, after late October preparations. In Amsterdam, protesters broke into the site of Microsoft's…
supplierSecurity and communication plans for construction sites should be agreed with the client, because the actions can cause work stoppages.energy specialistLocal acceptance of European grid connection requests may worsen, so community consultation should be built into grid development schedules.data centre · AsiaEnvision deploys first commercial 800V DC power system at large AI data center in China
Envision announced on 2 November the commercial deployment of what it calls the world's first integrated 800V DC power system based on solid-state transformers (SSTs) at a large AI data center. The…
engineerThe 800V DC architecture is pushing manufacturers and designers to rethink switchgear, converters and cabling.supplierDC distribution opens new product categories, so development timelines for converters and protection devices should be aligned with it.robotics · AsiaSouth Korea launches AI data factory with 12 bipedal humanoid robots
South Korea on 3 November launched an AI data factory to collect the data needed to train bipedal humanoid robots, starting with 12 robots. The move points to data for humanoid training being…
engineerProducing the demonstration data used to train robots is becoming a workflow of its own, so data-collection skills are worth developing.automation · AsiaSiemens speeds up industrial AI scale-up and China localization, presents Eigen engineering agent
At CIIE, Siemens signaled faster integration of industrial AI and deeper partnerships, and is strengthening its localization strategy in China. It presented the Eigen engineering agent for factory…
engineerBy taking over routine tasks, automation engineering agents change the design workflow, so they are worth testing.automation · European UnionSPS 2026 puts industrial AI and software-defined automation into practice
Practical solutions for industrial AI and software-defined automation were in focus at the SPS 2026 exhibition. The report was published on 2 November.
engineerSoftware-defined automation requires managing the software lifecycle instead of PLC programming, so it is worth preparing for training.plant managerSoftware-based control promises more flexible production-line changeovers, so it is worth testing in pilot projects.supply chain · European UnionAI chip demand lifts third-quarter growth at European chemical and industrial gas firms
Syensqo, Linde and Air Liquide cited growing semiconductor manufacturing in their third-quarter results. Air Liquide said electronics investment nearly doubled in the first nine months of 2026.
supplierChip fabs' demand for gases and chemicals is rising, so suppliers serving semiconductor manufacturing may prepare to expand capacity.energy · United StatesAlliant Energy targets another 1 GW of data center contracts within six months
Alliant Energy wants to sign another 1 gigawatt of data center power contracts within six months, driven by demand growth from AI and electrification. The news was reported on 2 November.
energy specialistThe utility's contracting pace signals demand, so long-term capacity development should be aligned with it.supplierUtility investment may accelerate, so it is worth reserving capacity for supplying grid equipment.robotics · European UnionComau and ABB build industrial robots on Nvidia's physical AI platform
Comau is developing physical AI for industrial robotics with Nvidia. At GTC Berlin, ABB Robotics presented a physical AI education blueprint and is integrating Nvidia Omniverse with RobotStudio.
engineerSimulated digital twins can shorten robot programming and commissioning time, so testing the toolchain is worthwhile.plant managerAs robot makers link up with Nvidia's platform, interoperability should also be assessed when choosing suppliers.robotics · AsiaCainiao opens its global warehouse network for training embodied AI
Cainiao on 5 November opened its global warehouse network to the training of embodied AI. The warehouses provide a real-world setting in which robots can collect data.
logistics specialistThe warehouse environment is becoming a source of robot data, so warehouse operators may gain new opportunities for partnerships.In brief
investmentSouth Korea to build physical AI and robotics hub in Jeonbuk as $15 billion AI budget takes shapeplant managerSouth Korean state support for robotics and physical AI is intensifying competition, so it is worth tracking technology partners.factoryChery builds physical AI push on its car supply chain as LUXEED plant makes a vehicle a minuteplant managerThe automation level and pace of Chinese manufacturers set a benchmark for the competitiveness of European automotive suppliers.supplierUsing the automotive supply chain for physical AI could open up new sales opportunities.investmentBrookfield plans UK's largest AI data center at Drax power station, reported at £20bnenergy specialistReusing a power plant site is a way to speed up data center grid connection, so the value of existing grid connection points is rising.supplierThe large investment means direct orders for suppliers of electrical equipment, construction and cooling.roboticsAudi brings AI-controlled humanoid robots to its Ingolstadt plant to automate a tough logistics taskplant managerThe humanoid robot pilot in the plant shows that automating internal logistics tasks is worth mapping out.logistics specialistAutomating in-plant material handling is changing the content of logistics jobs.skilled workerThe arrival of robots reshuffles shop-floor tasks, so skills in training and maintaining them are valuable.data centreEurope is the costliest place to build data centers; Germany sees record investment but the gap is wideningenergy specialistHigh energy prices and grid constraints limit expansion, so access to power is decisive in site selection.supplierHigh construction costs put competitive pressure on European local suppliers, so cost-efficient modular solutions can be an advantage.factoryTesla to wind down Cybertruck production as Musk focuses on robotics and AIsupplierOrders for Cybertruck-specific parts may end, so it is worth clarifying call-offs in good time.plant managerShifting production lines towards robotics will reshape both equipment and workforce needs.automationNvidia's FOX agent-based factory management platform promises faster investigation of downtimeplant managerAgent-based troubleshooting can reduce downtime, so it is worth launching a pilot on the lines with the longest stoppages.engineerFault-analysis agents require data integration, so the quality of production data is the first task.caseBig tech firms and green groups are drafting joint US data center guidelinesengineerThe guidelines may foreshadow future energy and water efficiency requirements, so design assumptions should be aligned with them.energyUS AI data centers turn to retired jet engines for power generationenergy specialistTemporary on-site gas turbine generation can be an alternative to grid waiting times, but emissions and permitting requirements must be checked.engineerWhen designing power supply independent of the grid, the output and maintenance needs of engine-based units should be assessed.surveyAsia's factory growth slows in major chip-exporting economies, cracks show in AI boomplant managerA slowdown in Asian electronics orders could affect component and machinery deliveries, so it is worth monitoring the order book.supplierThe pace of orders in the chip and electronics supply chain may slow, so inventory should be planned cautiously.roboticsUnitree and AgiBot: humanoid progress is balanced between learning and mechanical precisionengineerMechanical precision and actuator quality are the bottleneck for deploying robots, so evaluations should focus on manipulation accuracy.investmentSemiconductor equipment makers secure supply contracts through 2028 on AI demandsupplierLong-term orders at equipment makers mean predictable demand for component suppliers too, so capacity planning should be built on this.data centreNvidia's Kyber racks could require 600 kW of continuous powerengineerPower distribution and cooling must be sized for 600 kW loads at rack level.supplierDemand for high-power distribution and cooling components may grow, so product ranges should focus on them.supply chainonsemi: AI data center business rises, automotive weakens in third quartersupplierWeaker demand for automotive semiconductors and stronger demand from data centers call for a shift in product mix.engineerDemand for data center power semiconductors opens up new design opportunities.surveySurvey: AI rush is not yet boosting ports' earningslogistics specialistFor port AI projects, measurable KPIs should be set before rollout so that the return can be verified.energyNational Grid to build 3.2GW substation next to Teesside AI data centerenergy specialistGrid preparation for data center connections runs years ahead of the facility itself, so grid development must be planned together with large-consumer demand.supplierBuilding the substation means orders for transformers, switchgear and cables.energyAI in the energy system: IEA analysis, UK and Nordic grid projects, cyber riskenergy specialistBarriers to deploying AI grid-optimization projects, such as data and regulation, should be assessed before a pilot is launched.engineerProtecting critical infrastructure is a cybersecurity requirement when AI-based systems are introduced.automationNaver and Siemens discuss industrial AI alliance spanning Korea and global marketsengineerDigital twins and industrial AI cooperation signal a reshuffling of the engineering software market, so platform dependencies should be assessed.investmentRobotics and industrial automation startups raise major funding: Bleu, Foundry, Neuronplant managerFaster robot training makes it possible to launch pilot projects, so it is worth assessing which factory tasks suit it.SME ownerSoftware automation platforms may lower the cost of entry, so it is worth watching their pricing.data centreLS Electric chairman backs DC distribution grids for AI power crunch, plans North American expansionenergy specialistIn the longer term, DC distribution will affect how data center grid connections are designed, so it is worth following the new standards.supplierExpansion in North America by larger manufacturers could intensify competition in the electrical equipment market.energyCohere says AI is needed to produce more gas to power AI, as oil majors become top AI customersenergy specialistGas-based generation is playing a growing role in powering AI, so gas supply and power-plant capacity need to be monitored.investmentInvestors pile into battery deals amid AI pullback as nickel-zinc storage moves into server rackssupplierIn-rack storage opens a new sales channel for battery makers; nickel-zinc and lithium options are worth comparing.engineerRack-level storage can also help smooth power peaks, so integration is worth examining.data centreOmen AI buys Aquatic Labs for $16M to cut data center water useengineerWater-use optimization may become part of data center cooling design, so water-efficiency solutions are worth examining.factoryFoxconn Technology Day: from manufacturer to AI factory player through vertical integrationplant managerVertical integration by large contract manufacturers may signal a reshuffling of supplier chains.roboticsMeta builds humanoid robot prototype with Fourier in three monthsengineerThe rapid prototyping cycle puts pressure on development timelines in the race to build humanoid robots.automationPenske Logistics selects Pallet AI Solutions to handle freight invoiceslogistics specialistAutomating freight invoice checks can cut back-office labor costs, so it is worth reviewing your own invoice processing.energyAI data centers could undermine UK emissions goals, BBC reportsenergy specialistLarge new loads mean the emissions-reduction pathway is likely to be reviewed, so upcoming regulation is worth watching.investmentNeocloud debt and satellite images point to risks behind AI data-center constructionsupplierDebt-dependent financing of neocloud customers poses payment risk, so it is worth asking for advance payment or collateral.energyPJM grid moves to tackle AI power costs to avoid capacity shortfallsenergy specialistChanges to capacity market rules affect supply security and cost allocation decisions, so rule changes should be tracked.data centreCrusoe unveils modular AI data center unitsupplierModular units require factory prefabrication, so suppliers should assess their capacity to deliver assembled units and components.automationTKH to acquire industrial AI firm Wolkabout to expand its automation offeringsupplierConsolidation among automation providers affects partner selection, so software dependency should be assessed.surveyWashington Post: data centers have only a marginal effect on electricity pricesenergy specialistWhether the data center effect is measurable is an argument in tariff disputes, so cost allocation arguments should be backed with data.investmentEquinix plans $7 billion capex push and bets on smaller facilitiessupplierSmaller facilities call for serial construction and standardized equipment, so a modular offering is worth preparing.investmentGoogle to invest $15 billion in expanding data-center capacity in MalaysiasupplierData-center construction in Southeast Asia opens a new market for makers of electrical and cooling equipment.investmentECB weighs review of bank lending tied to data centers over AI-related riskssupplierTighter lending conditions could slow data-center customers, so exposure on receivables is worth monitoring.automationAWS launches new package to help bring physical AI into manufacturingplant managerCloud providers' industrial AI packages can lower the entry barrier, but data handling and costs must be clarified in advance.automationSAP and Intel test autonomous robots fulfilling warehouse orders with physical AIlogistics specialistLinking warehouse ERP with robot control could lead to automated order fulfillment, so integration options are worth watching.investmentArgentina courts AI data centers to Patagonia with light regulation and promised tax breaksenergy specialistCompetition for sites rests on access to power and tax incentives, which could also put pressure on expansion in Europe.