Logisztikus
Every story that matters for the logistics specialist, with one sentence on what it means for them in practice. 103 stories, latest first.
November 2026
Cainiao opens its global warehouse network for training embodied AIThe warehouse environment is becoming a source of robot data, so warehouse operators may gain new opportunities for partnerships.Penske Logistics selects Pallet AI Solutions to handle freight invoicesAutomating freight invoice checks can cut back-office labor costs, so it is worth reviewing your own invoice processing.Survey: AI rush is not yet boosting ports' earningsFor port AI projects, measurable KPIs should be set before rollout so that the return can be verified.SAP and Intel test autonomous robots fulfilling warehouse orders with physical AILinking warehouse ERP with robot control could lead to automated order fulfillment, so integration options are worth watching.Walmart extends Symbotic warehouse automation deal to 25 distribution centers in $6B agreementWarehouse automation at large retailers is changing job roles, so warehouse training should focus on operating and supervising robots.Audi brings AI-controlled humanoid robots to its Ingolstadt plant to automate a tough logistics taskAutomating in-plant material handling is changing the content of logistics jobs.
Oct 2026
Dachser: AI agents are transforming logistics, but risks must be weighed tooWhen introducing AI agents, risk and cost analysis should be part of the business case.Walmart expands Symbotic automation deal with $6 billion commitmentLarge-scale retail automation signals a change in warehouse workflows and inventory movement.Audi plans humanoid robots to automate parts logisticsIntroducing humanoids affects in-plant parts-handling tasks.Volkswagen, Telekom and Unikie wrap up Emden AutoLog trial as driverless trucks nearPilots of factory-logistics and road autonomous transport are approaching everyday operation.Gartner: nearly half of supply chains cut staff mainly because of AIAs jobs change, it is worth preparing to develop AI skills.Ultra raises $50M to bring AI packing robots to more warehousesThe range of packing automation is growing, so warehouse packing processes are worth assessing.Intel and SAP show physical AI automating warehouse material handlingLinking robots to ERP processes could change how warehouse tasks are assigned.GXO expands Agility Robotics Digit humanoid deployments to two more US warehousesDeploying humanoids in live warehouses affects manual material-handling tasks.Amazon to invest more than €16 billion in Germany in 2027The fulfilment and logistics investment could affect warehouse capacity in Germany.Teradyne Robotics and Sereact partner on physical AI for retail and logisticsAI control of collaborative robot arms could help automate order-picking tasks.Oracle launches AI-powered supply chain applicationsNew ERP-level AI tools have appeared for supply chain planning.Logistics surveys: AI and technology investment continues despite operational readiness gapsMeasure the return on AI investments together with operational readiness.Sereact and Teradyne Robotics bring physical AI to logistics and retailAI-driven robot arms may become available for order picking, so it is worth considering a pilot of warehouse processes.Amazon plans to invest more than €16 billion in Germany in 2027Amazon's German logistics expansion could also shape the regional transport and warehousing market.DP World expands US data center logistics network as AI demand growsData center equipment requires specialized transport and storage, creating a new service market.Over 80% of supply chain leaders say their workers are not ready for AIBefore introducing an AI tool, plan the training and the redesign of processes.Amazon's 1 million robots raise question about future of warehouse jobsRobotising warehouse processes points to a reshuffling of job roles, so developing machine-operator skills is advisable.Critical-mineral and AI-chip supply alarms point to deeper supply-chain risksProcurement plans should factor in mineral and chip risk, and backup sources should be sought.Taiwan weighs $4 billion Texas hub to anchor Nvidia's AI supply chainThe geographic shift in the supply chain affects shipping routes.Eurobarometer: more and more European companies use artificial intelligenceAI use in logistics and planning is already common among European firms, which gives a benchmark for one's own pace of adoption.Humanoid robots in factories and warehouses: Atlas learns under supervision, early warehouse lessonsBecause of humanoids' limitations in disorganised warehouse environments, a pilot should start with a narrow, controlled task.Hai Robotics and Hy-Tek Intralogistics to deliver warehouse automation for NAPA Auto PartsIn auto parts distribution, this large project is an example of warehouse robot deployment.Denmark's largest retailer tests humanoid robots for night-time shelf stockingThe night-time shelf-stocking trial is an early example of automating retail replenishment.New AI warehouse robotics: OSARO, AutoStore and picking without product-specific trainingPicking without training and less manual intervention are the main directions in warehouse automation.Amazon has more than 1 million robots, raising questions about the future of human workersWork organisation in robotised warehouses and human-robot collaboration are the main planning topics.Robotics and automation startups raise funding: Mujin $224 million, Ultra $62 million, Evos $9 millionStronger funding for warehouse robot vendors points to a wider range of deployment options.Supply chain software turns to AI agents: Blue Yonder and logistics executionAI agents can take over some execution decisions, so the oversight role needs to be clarified.The Hackett Group introduces AI world-class supply chain benchmarksThe benchmark is a reference point for assessing supply chain performance.UBTECH humanoid robots expand factory logistics work at FAW-VolkswagenIn factory material handling, the capabilities of humanoids are being assessed in an industrial setting.Nestlé's Büki plant adds 390 jobs, and a robot dog appears at the openingThe fully automated high-bay warehouse is reshaping the structure of warehouse work.Zalando, Sereact and CEVA Logistics start AI-powered automated returns handling in Germany and PolandReturns processing, one of the most manual-labour-intensive parts of logistics, can also be automated with robots rented as a service.AI gold rush reshapes trans-Pacific trade and logisticsThe routes and volumes of AI hardware shipments matter for planning ocean and air capacity.First Supply deploys Exotec robots to speed up warehouse picking tenfoldTogether, vertical storage and robotic picking promise an order-of-magnitude improvement in warehouse throughput.2026 3PL study highlights AI adoption, freight fraud and supply chain disruptionFreight fraud and AI use together point to an area for improvement in carrier vetting.South Korean port deploys AI and digital twins to prevent accidentsThe port's digital twin for accident prevention is a reference for safety planning at logistics hubs.Logistics Reply introduces governed AI agent model for warehouse executionGoverned management of AI agents' warehouse permissions will become a condition of deployment.1,600 robots work in LPP's Polish warehousesA Central European warehouse robotics reference that shows the scale of fleet management at a high robot count.
September 2026
Agentic AI moves supply chain exception management from forecasting to actionTest the AI agent on a single, well-defined exception-handling process with a measurable value criterion.Destro AI raises $8M seed round to coordinate mixed robot fleets in warehousesWhen expanding a warehouse, check whether robots from mixed manufacturers can run on a shared, vendor-neutral control layer before tying yourself to a single supplier.Bauhaus automates container unloading and palletizing; Comau tests order picking for DecathlonRobotising both inbound container handling and order picking offers practical references for warehouse automation plans.DHL report: AI moves from logistics assistant to autonomous decision-makerIdentify the decision areas that can be handed to agentic AI (e.g. exception handling) and set the points of human approval in advance.AI data centres set to trigger a new wave of e-waste, with Hungarian processing also in focusCollecting and transporting used IT equipment creates a new logistics task.DHL Logistics Trend Radar: AI moves from assistance to action, people stay central to logisticsAlongside tasks carried out by AI agents, decision-making and oversight roles should stay with people.ST Logistics trains workers for new roles as it ramps up warehouse automationAlongside the introduction of warehouse automation, a reskilling and upskilling programme should be launched for workers.Foxconn-led Taiwanese firms plan AI and EV hub in PolandThe planned hub could also reshape regional transport routes and warehousing needs.Hungarian business AI-use survey: logistics at 6.1%, ICT security at 13.3%Given the low level of AI use in Hungarian logistics, early adopters can gain a competitive edge.Locus Robotics uses AI to control warehouse robot fleetsCentral control of warehouse robot fleets affects task allocation and resource planning, so integration with the existing WMS should be examined.Kawasaki Robotics and Dexterity partner on AI-driven warehouse automationLoading and packing robots using physical AI may affect the manual labour needs of distribution centres.Multi-agent AI systems take over supply chain execution but carry risksWhen deploying AI agents, approval points and a shutdown scenario should be defined to prevent faulty decisions.Automotive Inbound Logistics Survey 2026: AI, tariffs and cost pressures reshape supply chainsIn inbound logistics planning, given tariffs and cost pressures, introducing AI-based planning should also be considered.Geekplus opens European warehouse robotics lab in DüsseldorfLocal demonstration and testing facilities make it easier to try out and compare warehouse robots.Kenco innovation lab showcases GreyOrange's AI-powered warehouse orchestrationThe orchestration showcase offers a reference point for coordinating robot fleets with the warehouse management system.Gartner identifies four AI trends set to reshape warehouse workThe four trends allow warehouse AI investments to be re-prioritised.DHL and Alibaba to work on AI-based freight tools for small businessesThe new tools could also reshape freight-booking and pricing processes.Nvidia and Palantir share first results of AI-run critical supply chain projectThe project is a reference for using AI in supply chain planning while keeping human approval in the process.Predictive maintenance pays off where sensors, failure history and a CMMS loop are in place; Fleetio and RTX report AI resultsFaster fleet repairs could help raise vehicle utilisation.Auto suppliers and AI: commercial processes, waste reduction and value recoveryAI-based waste and value recovery can reduce supply chain costs.China's Pony.ai unveils latest robotruck model, targets European salesThe arrival of autonomous trucks in Europe will, over the longer term, affect planning of haulage capacity and costs.Daimler Truck: diesel price spike is delaying fleet renewalPostponed fleet renewal affects vehicle fleet costs and transport capacity planning.JD.com plans to build logistics automation on 3 million robotsJD's example signals that operating models need to be aligned with the robot-based cost levels of Chinese logistics competitors.Maven Robotics raises $100M as Geek+ orders grow 35.5%The warehouse robot market is maturing: task-specific robots and the subscription model mean the investment need not be treated as a one-off capital outlay.FedEx bets on AI and Network 2.0 to cut costsFedEx's network overhaul points to changes in carrier service levels and rates; customer contracts should be aligned accordingly.MG Ship adds AI route optimisation and carrier selection moduleThe carrier selection module can be tested on your own freight cost data; payback claims should be verified with a pilot.Nissan's AI-powered factory robots can haul 4,000 pounds and call each other for backupCoordination between robots requires new internal logistics processes and safety rules.New automated industrial facility to start operating in Debrecen, with CATL and Inpark in the reportsThe operation of the automated warehouse brings new processes and handover points to regional transport.GE Appliances plant stays competitive with AI agents and robots, with 800 AI agents at workAutonomous vehicles are taking over in-plant materials supply.Logistics software becomes an AI control layer: SCM orchestration, dynamic supply chains, Shipsy BrainFor automated processes, the line of responsibility between the system and the human must be defined.AI reliance in supply chains creates new insurance risks; annual logistics trends study publishedCheckpoints for AI decisions and responsibility for faulty decisions must be defined.Factory activity rebounds in August as AI demand fuels Asian expansionRising production may signal larger shipping volumes on Asian routes.
August 2026
Specialized physical AI captures the value in an $18 billion market, with returns in warehouses and hospitalsWarehouse applications are the best-proven entry point for physical AI.AI agents in logistics: Dachser guidance, agents in a colleague role, Rewe builds on CamundaDeploying agents requires a controlled, supervised process, and exception-handling rules must be set in advance.AI and critical materials are shaping battery supply chainsTransporting battery raw materials requires more precise data and risk management.HUMAIN and Applied Intuition to deploy thousands of autonomous trucks across Saudi logistics networkA national-level autonomous freight network points to the future direction of road transport models, so operating experience is worth following.Warehouse robotics: CJ Logistics deploys agentic AI in 40+ warehouses as multi-vendor robot fleets growThe software that coordinates multi-vendor robot fleets will be the deciding factor in warehouse expansions, so it should be written into procurement terms.Logistics leaders: AI cuts receiving errors by 35%, projected to save over $40 million a yearAn AI model targeted by carrier risk segment can reduce receiving errors, but this requires well-organized receiving data.Amazon plans 'Tetromino' warehouse and fully automated delivery stationsAutomating the last mile points to a transformation of package-handling and sorting jobs, so processes should be reviewed with that in mind.Predictive maintenance: Oracle AI for electric-vehicle fleets as fleet maintenance costs top $16,000 a vehicleCollecting fleet condition data and building predictive models to cut unplanned downtime is a proven starting point.Malaysia to host AI supply chain technology hub and favors AI data centersAn Asian supply chain technology hub may offer regional carriers new opportunities for cooperation and software services.AI data centers are absorbing the capacitors that carmakers needInventory strategy should be adjusted to uncertain component resupply.AI returns in logistics and business: gains are possible, but projects stallTie AI projects to live operational metrics and an owner, otherwise the pilot will not scale.Treon takes over Amazon Monitron technology as Motive and Geotab push AI predictive maintenanceCompare the price and payback of predictive maintenance tools that reduce fleet downtime.Brightpick expands partnership with Dr. Max Group, building on Prague warehouse robotsRobotic order picking in a pharmaceutical wholesale warehouse offers a Central European reference project.Warehouse operators speed up automation, driven by wage pressure and fast home deliveryUnder a robotics-as-a-service model, operating responsibility and performance guarantees must be fixed in the contract.Warehouse robots: Robust.AI names new CEO, Dexory adds simulation, Dexterity loads trucksTruck unloading and loading is one of the newly automatable workflows worth trying in a pilot.Hungarian firms, including Waberer's, build fleet digitalisation partnership to cut costs and paperwork with AIIt is worth assessing the automation of administrative processes (freight documents, fleet data) in your own operations too.Poland emerges as AI and smart logistics hub amid big tech investmentA competing regional logistics hub could affect Central European transport routes and the labour market.European industry lags in digitalization, new report puts numbers on the gapIncomplete digital data exchange reduces supply chain visibility.Uber and Pony.ai plan to bring 2,000 robotaxis to EuropeThe arrival of European robotaxi fleets could change the competitive landscape for urban passenger and, later, freight services.GXO CEO: AI data centre demand could triple by 2030, and robotics adoption is acceleratingData centre-related logistics is a new business area, and warehouse robotics is increasingly part of standard practice.Kinaxis-sponsored study examines accountability for AI in supply chainsResponsibility for AI-driven decisions must be clarified within your own supply chain processes before automation is expanded.USC and ASCM launch industry AI benchmark to track supply chain transformationThe benchmark can give a reference point for the AI maturity of your own supply chain.US ports test AI in cargo flows despite cybersecurity and logistics challengesPort AI pilots aim to speed up the flow of transfer information, and cybersecurity risk must be handled separately.MG Ship brings AI logistics intelligence platform to EuropeA new AI-based logistics service is available on the European market and is worth comparing with existing solutions.Supply chain hiring is shrinking, but AI is not simply replacing peopleWith hiring shrinking, staff who can use AI tools are in a stronger position.Yusen Logistics and Destro deploy AI human-robot collaboration platform for transload operationsCollaborative robotic transloading is a reference project for automating one's own warehouse processes.Chinese robots expand abroad: warehouse units in Britain, industrial robot exports to ThailandA growing supply of Chinese warehouse robots could bring price competition in warehouse automation.Global logistics sector lacks a clear AI strategy for the workplaceFor AI adoption, it is worth drawing up your own workforce and training plan.