[{"data":1,"prerenderedAt":347},["ShallowReactive",2],{"content-seo-site-misc":3,"content-menu-footer":19,"content-menuWeb3":51,"blog-ai-logistics-agent-inventory-optimization-en":111,"content-cta-page-enterprise":126,"content-menuWeb":139,"content-voucher-form-page-voucher":181,"content-menuDefault":191,"content-contact-modal-misc":218,"content-booking-misc":236,"content-menuSi":244,"content-packages-page-voucher":283},{"collectionId":4,"collectionName":5,"created":6,"details":7,"details_sl":10,"disabled":12,"file":13,"id":14,"key":15,"tag":16,"text":17,"text_sl":17,"updated":18},"pbc_4105455982","contents","2025-05-22 07:27:06.817Z",{"title":8,"description":9},"Kalmia","Empower your business with AI-driven innovation. We help companies, enterprises, startups, and scaleups build intelligent, secure, and scalable solutions powered by AI or Blockchain — from concept to launch. Our digitalization services transform manual processes into efficient, data-driven operations that save time, reduce costs, and accelerate business growth.",{"title":8,"description":11},"Posodobite svoje poslovanje z močjo umetne inteligence in digitalizacije. Podjetjem pomagamo uvajati pametne, varne in razširljive rešitve, podprte z umetno inteligenco — od svetovanja in strategije do popolne izvedbe. Naše storitve digitalizacije procesov pretvorijo ročne postopke v učinkovite, podatkovno vodene rešitve, ki prihranijo čas, zmanjšajo stroške in pospešijo rast podjetja.",false,"https:\u002F\u002Fs3.eu-west-1.amazonaws.com\u002Fpocketbase-k-website\u002Fpbc_4105455982\u002Fs4078pqn4nyu08r\u002Fogde51p5cvb3_ny6upkx3yu.jpg.jpg","s4078pqn4nyu08r","seo-site","misc","","2025-10-24 07:04:50.171Z",{"collectionId":4,"collectionName":5,"created":20,"details":21,"details_sl":39,"disabled":12,"file":17,"id":48,"key":49,"tag":16,"text":17,"text_sl":17,"updated":50},"2025-05-16 11:44:13.450Z",{"links":22},[23,27,30,33,36],{"label":24,"to":25,"blank":26},"LinkedIn","https:\u002F\u002Fwww.linkedin.com\u002Fcompany\u002Fkalmialtd",true,{"label":28,"to":29,"blank":26},"X \u002F Twitter","https:\u002F\u002Fx.com\u002FKalmiaLTD",{"label":31,"to":32},"Privacy","\u002Fprivacy",{"label":34,"to":35},"Terms","\u002Fterms",{"label":37,"to":38},"Blog","\u002Fblog",{"links":40},[41,42,43,45,47],{"label":24,"to":25,"blank":26},{"label":28,"to":29,"blank":26},{"label":44,"to":32},"Zasebnost",{"label":46,"to":35},"Pogoji",{"label":37,"to":38},"9z4uxyiw5vvp41z","menu-footer","2025-06-10 08:08:15.804Z",{"collectionId":4,"collectionName":5,"created":52,"details":53,"details_sl":99,"disabled":12,"file":17,"id":108,"key":109,"tag":16,"text":17,"text_sl":17,"updated":110},"2025-04-30 13:03:50.630Z",{"links":54},[55,59,61,65,69,80],{"label":56,"to":57,"name":58},"Voucher","\u002Fweb3\u002Fvoucher","web3-voucher",{"label":37,"to":38,"name":60},"blog",{"label":62,"to":63,"name":64},"AI Workshop","\u002Fworkshops\u002Fai","workshops-slug",{"label":66,"to":67,"name":68},"AI Consulting","\u002Fdigitalization\u002Fai-svetovanje","digitalization-ai-svetovanje",{"label":70,"to":17,"name":17,"children":71},"Services",[72,76],{"label":73,"to":74,"name":75},"For Companies","\u002Fdigitalization","digitalization",{"label":77,"to":78,"name":79},"For StartUp-ScaleUp","\u002Fweb3","startup-scaleup",{"label":81,"to":82,"name":83,"children":84},"Solutions","\u002Fdigitalization\u002Fkalmia-ai-assistant","digitalization-kalmia-ai-assistant",[85,87,91,95],{"label":86,"to":82,"name":83},"AI Assistant",{"label":88,"to":89,"name":90},"Murai","https:\u002F\u002Fmurai.ai\u002F","digitalization-index",{"label":92,"to":93,"name":94},"Sheets2App","\u002Fdigitalization\u002Fkalmia-sheets2app","digitalization-kalmia-sheets2app",{"label":96,"to":97,"name":98},"Kalmia MES","\u002Fdigitalization\u002Fkalmia-mes","digitalization-kalmia-mes",{"links":100},[101,103,104,106],{"label":102,"to":57,"name":58},"Vavčer",{"label":37,"to":38,"name":60},{"label":105,"to":63,"name":64},"AI Delavnica",{"label":107,"to":67,"name":68},"AI Svetovanje","e5137529g91xgq4","menuWeb3","2026-03-20 09:25:28.288Z",{"category":112,"chapterLinks":17,"clientName":17,"collectionId":113,"collectionName":114,"content":115,"created":116,"embedAlt":17,"embedPlaceholder":117,"embedUrl":17,"id":118,"lang":119,"order":120,"resultsContent":17,"reviewAuthor":17,"reviewContent":17,"reviewTitle":17,"shortDescription":121,"slug":122,"subtitle":17,"tags":123,"tech":17,"techDescription":17,"techTitle":17,"title":124,"updated":125},[60],"pbc_999467826","case_studies","\u003Cp dir=\"ltr\">In the world of large-scale retail, inventory management often feels like playing chess on thousands of boards at once. You have dozens of stores, multiple central warehouses, and thousands of products moving to the rhythm of seasonal trends, sudden promotions, or even the weather.\u003C\u002Fp>\r\n\u003Cp dir=\"ltr\">The traditional approach? Excel spreadsheets, manual stock checks, and decisions based on “gut feeling.” The result is often empty shelves in one location, while products pile up in storage at another.\u003C\u002Fp>\r\n\u003Cp dir=\"ltr\">At Kalmia, we believe it’s time for digital transformation to take over this process. Meet the \u003Cstrong>AI logistics agent\u003C\u002Fstrong>.\u003C\u002Fp>\r\n\u003Cp dir=\"ltr\">[cta text=\"Free consulting\" to=\"\u002Fdigitalization\u002Fai-svetovanje\" color=\"yellow\"]\u003C\u002Fp>\r\n\u003Ch2 dir=\"ltr\">Why guess when AI can predict?\u003C\u002Fh2>\r\n\u003Cp dir=\"ltr\">A logistics agent is not just another inventory management tool. It’s an intelligent system that works like a tireless analyst who never sleeps. Its main task in large retail chains is the \u003Cstrong>automatic distribution\u003C\u002Fstrong> of products between warehouses and stores.\u003C\u002Fp>\r\n\u003Cp dir=\"ltr\">Instead of waiting for stock in a specific store to fall below a critical level, the \u003Cstrong>AI agent\u003C\u002Fstrong> \u003Cstrong>analyzes\u003C\u002Fstrong> historical trends and predicts in advance where demand will be highest.\u003C\u002Fp>\r\n\u003Ch3 dir=\"ltr\">How does it work in practice?\u003C\u002Fh3>\r\n\u003Cul>\r\n\u003Cli dir=\"ltr\" aria-level=\"1\">\r\n\u003Cp dir=\"ltr\" role=\"presentation\">\u003Cstrong>Data analysis\u003C\u002Fstrong>: The agent connects to your ERP system and monitors sales and historical data.\u003C\u002Fp>\r\n\u003C\u002Fli>\r\n\u003Cli dir=\"ltr\" aria-level=\"1\">\r\n\u003Cp dir=\"ltr\" role=\"presentation\">\u003Cstrong>Pattern recognition\u003C\u002Fstrong>: Based on past data and current market dynamics, it determines that a certain product will sell faster in one location than another.\u003C\u002Fp>\r\n\u003C\u002Fli>\r\n\u003Cli dir=\"ltr\" aria-level=\"1\">\r\n\u003Cp dir=\"ltr\" role=\"presentation\">\u003Cstrong>Automatic redistribution\u003C\u002Fstrong>: The agent independently creates transfer orders, moving products from warehouses with excess stock to locations where shortages are expected.\u003C\u002Fp>\r\n\u003C\u002Fli>\r\n\u003C\u002Ful>\r\n\u003Ch2 dir=\"ltr\">Responsiveness that delivers results\u003C\u002Fh2>\r\n\u003Cp dir=\"ltr\">When we talk about AI agents in logistics, we’re not just talking about technology—we’re talking about \u003Cstrong>business value\u003C\u002Fstrong>. When the system takes over routine and complex planning, the entire company dynamic changes:\u003C\u002Fp>\r\n\u003Cul>\r\n\u003Cli dir=\"ltr\" aria-level=\"1\">\r\n\u003Cp dir=\"ltr\" role=\"presentation\">\u003Cstrong>Storage cost optimization\u003C\u002Fstrong>: Less dead capital sitting on shelves collecting dust.\u003C\u002Fp>\r\n\u003C\u002Fli>\r\n\u003Cli dir=\"ltr\" aria-level=\"1\">\r\n\u003Cp dir=\"ltr\" role=\"presentation\">\u003Cstrong>Increased sales\u003C\u002Fstrong>: Products are always where customers are. No more disappointed shoppers facing empty shelves.\u003C\u002Fp>\r\n\u003C\u002Fli>\r\n\u003Cli dir=\"ltr\" aria-level=\"1\">\r\n\u003Cp dir=\"ltr\" role=\"presentation\">\u003Cstrong>Reduced logistical pressure\u003C\u002Fstrong>: Transport is planned more intelligently, routes are shorter, and vehicle utilization is higher.\u003C\u002Fp>\r\n\u003C\u002Fli>\r\n\u003Cli dir=\"ltr\" aria-level=\"1\">\r\n\u003Cp dir=\"ltr\" role=\"presentation\">\u003Cstrong>Team relief\u003C\u002Fstrong>: Your experts can focus on strategy and supplier relationships instead of crunching numbers in spreadsheets.\u003C\u002Fp>\r\n\u003C\u002Fli>\r\n\u003C\u002Ful>\r\n\u003Ch2 dir=\"ltr\">Would an AI assistant help?\u003C\u002Fh2>\r\n\u003Cp dir=\"ltr\">An \u003Cstrong>AI logistics agent\u003C\u002Fstrong> enables automation where actions are carried out independently, requiring only human confirmation and data verification when needed. An\u003Ca href=\"https:\u002F\u002Fkalmia.xyz\u002Fdigitalization\u002Fkalmia-ai-assistant\"> AI assistant,\u003C\u002Fa> on the other hand, can complement the system as a conversational interface for queries and questions. Through a simple chat interface, it can generate:\u003C\u002Fp>\r\n\u003Cul>\r\n\u003Cli dir=\"ltr\" aria-level=\"1\">\r\n\u003Cp dir=\"ltr\" role=\"presentation\">daily route reports,\u003C\u002Fp>\r\n\u003C\u002Fli>\r\n\u003Cli dir=\"ltr\" aria-level=\"1\">\r\n\u003Cp dir=\"ltr\" role=\"presentation\">analysis of best-selling products,\u003C\u002Fp>\r\n\u003C\u002Fli>\r\n\u003Cli dir=\"ltr\" aria-level=\"1\">\r\n\u003Cp dir=\"ltr\" role=\"presentation\">issue reports,\u003C\u002Fp>\r\n\u003C\u002Fli>\r\n\u003Cli dir=\"ltr\" aria-level=\"1\">\r\n\u003Cp dir=\"ltr\" role=\"presentation\">transport cost reports.\u003C\u002Fp>\r\n\u003C\u002Fli>\r\n\u003C\u002Ful>\r\n\u003Cp dir=\"ltr\">Adding an \u003Ca href=\"https:\u002F\u002Fkalmia.xyz\u002Fdigitalization\u002Fkalmia-ai-assistant\">AI assistant\u003C\u002Fa> alongside the AI agent brings even greater value to the system.\u003C\u002Fp>\r\n\u003Ch2 dir=\"ltr\">The future isn’t “more work,” but “smarter work”\u003C\u002Fh2>\r\n\u003Cp dir=\"ltr\">Digital transformation in retail is no longer a matter of prestige—it’s a matter of survival. Implementing an AI agent that understands logistics trends means shifting from reactive to proactive operations. Instead of putting out fires when stock runs out, you build a system that prevents them before they start.\u003C\u002Fp>\r\n\u003Cp dir=\"ltr\">At Kalmia, we don’t just build software—we build digital colleagues that make your business agile, resilient to change, and above all, profitable.\u003C\u002Fp>\r\n\u003Cp dir=\"ltr\">[cta text=\"Free consulting\" to=\"\u002Fdigitalization\u002Fai-svetovanje\" color=\"yellow\"]\u003C\u002Fp>\r\n\u003Cp dir=\"ltr\">Read also:\u003C\u002Fp>\r\n\u003Cul>\r\n\u003Cli dir=\"ltr\" aria-level=\"1\">\r\n\u003Cp dir=\"ltr\" role=\"presentation\">\u003Ca href=\"https:\u002F\u002Fkalmia.xyz\u002Fblog\u002FAI-in-manufacturing-vol-2\">How to identify operational bottlenecks and turn them into concrete, secure AI processes?\u003C\u002Fa>\u003C\u002Fp>\r\n\u003C\u002Fli>\r\n\u003Cli dir=\"ltr\" aria-level=\"1\">\r\n\u003Cp dir=\"ltr\" role=\"presentation\">\u003Ca href=\"https:\u002F\u002Fkalmia.xyz\u002Fblog\u002Fai-agent-shipment-delay-checks\">Faster responses and less uncertainty for customers: AI agent for shipment tracking\u003C\u002Fa>\u003C\u002Fp>\r\n\u003C\u002Fli>\r\n\u003C\u002Ful>","2026-04-22 09:15:29.190Z","https:\u002F\u002Fs3.eu-west-1.amazonaws.com\u002Fpocketbase-k-website\u002Fpbc_999467826\u002F2uf7tei90cx32i5\u002Fscreenshot_2026_04_22_at_10_04_5sq28igufl.40.png","2uf7tei90cx32i5","en",1,"Discover how an AI logistics agent automates inventory management, reduces costs, and boosts sales in modern retail operations.","ai-logistics-agent-inventory-optimization","AI agent, AI assistant, artificial intelligence, digital transformation\r\n","Logistics on Autopilot: How an AI Agent Solves Warehouse Chaos","2026-04-22 09:16:03.831Z",{"collectionId":4,"collectionName":5,"created":127,"details":128,"details_sl":132,"disabled":12,"file":17,"id":135,"key":136,"tag":137,"text":17,"text_sl":17,"updated":138},"2025-05-15 11:56:09.780Z",{"title":129,"text":130,"maxWidth":131},"Start your {i:project.}","Our expertise helps 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