{"id":3370,"date":"2026-08-20T12:03:32","date_gmt":"2026-08-20T09:03:32","guid":{"rendered":"https:\/\/marshallai.com\/?page_id=3370"},"modified":"2026-09-29T12:09:41","modified_gmt":"2026-09-29T09:09:41","slug":"juomateollisuus","status":"publish","type":"page","link":"https:\/\/marshallai.com\/fi\/industries\/beverage-and-drink-manufacturing\/","title":{"rendered":"Juomien valmistus"},"content":{"rendered":"<div class=\"mai-section gb-element-7c77d488 first-section\">\n<div class=\"mai-container_inner-content gb-element-3c142d71\">\n<div class=\"gb-element-3ef954b0 mai-reveal\">\n<div class=\"gb-element-5b2eb2c1\"><nav style=\"--separator: &quot;\/&quot;\" class=\"wp-block-breadcrumbs\" aria-label=\"Murupolku\"><ol><li><a href=\"https:\/\/marshallai.com\/fi\/\">Etusivu<\/a><\/li><li><a href=\"https:\/\/marshallai.com\/fi\/industries\/\">Toimialat<\/a><\/li><li><span aria-current=\"page\">Juomien valmistus<\/span><\/li><\/ol><\/nav><\/div>\n\n\n\n<h1 class=\"gb-text mai-headline\">Optinen tarkastus ja vikojen havaitseminen t\u00f6lkeille, lasipulloille ja PET-pulloille<\/h1>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Parasta ennen -p\u00e4iv\u00e4m\u00e4\u00e4r\u00e4n tarkastus ja validointi: luettavuuden ja logiikan validointi.<\/li>\n\n\n\n<li>Tunnusmerkint\u00e4testeihin liittyv\u00e4t seikat: l\u00e4sn\u00e4olo, suunta ja kunto.<\/li>\n\n\n\n<li>Rogue voi tunnistaa varkaat ja vieraat. <strong>Ainutlaatuinen markkinoilla<\/strong>.<\/li>\n\n\n\n<li>Tyhj\u00e4t tai t\u00e4ytetyt juomat t\u00f6lkeiss\u00e4, lasipulloissa ja PET-muovipulloissa. <\/li>\n\n\n\n<li>Jopa 150 000 yksik\u00f6n tuntinopeuksia. <\/li>\n\n\n\n<li>Automaattinen tuotenimikkeen vaihto, tarkastusohjelmaa ei tarvitse konfiguroida uudelleen tuotteiden v\u00e4lill\u00e4.<\/li>\n\n\n\n<li>Yhteensopiva vakiotuotantolinjojen kanssa.<\/li>\n\n\n\n<li>Kustannustehokas verrattuna vanhoihin ratkaisuihin.<\/li>\n\n\n\n<li>Pieni tarkastusasema vie alle neli\u00f6metrin verran tilaa.<\/li>\n<\/ul>\n\n\n\n<div class=\"gb-element-fe993c51\">\n<a class=\"gb-text gb-text-40ab59ad mai-btn-primary\" href=\"https:\/\/marshallai.com\/fi\/ota-yhteytta\/\">Pyyd\u00e4 tarjous<\/a>\n<\/div>\n<\/div>\n\n\n\n<div>\n<figure data-wp-context=\"{&quot;imageId&quot;:&quot;6abbd531d737d&quot;}\" data-wp-interactive=\"core\/image\" data-wp-key=\"6abbd531d737d\" class=\"wp-block-image size-large wp-lightbox-container\"><img loading=\"lazy\" decoding=\"async\" width=\"858\" height=\"900\" data-wp-class--hide=\"state.isContentHidden\" data-wp-class--show=\"state.isContentVisible\" data-wp-init=\"callbacks.setButtonStyles\" data-wp-on--click=\"actions.showLightbox\" data-wp-on--load=\"callbacks.setButtonStyles\" data-wp-on--pointerdown=\"actions.preloadImage\" data-wp-on--pointerenter=\"actions.preloadImageWithDelay\" data-wp-on--pointerleave=\"actions.cancelPreload\" data-wp-on-window--resize=\"callbacks.setButtonStyles\" src=\"https:\/\/marshallai.com\/wp-content\/uploads\/2026\/06\/MarshallAI_rigged-setup_example-1-858x900.webp\" alt=\"\" class=\"wp-image-2945\" srcset=\"https:\/\/marshallai.com\/wp-content\/uploads\/2026\/06\/MarshallAI_rigged-setup_example-1-858x900.webp 858w, https:\/\/marshallai.com\/wp-content\/uploads\/2026\/06\/MarshallAI_rigged-setup_example-1-476x500.webp 476w, https:\/\/marshallai.com\/wp-content\/uploads\/2026\/06\/MarshallAI_rigged-setup_example-1-768x806.webp 768w, https:\/\/marshallai.com\/wp-content\/uploads\/2026\/06\/MarshallAI_rigged-setup_example-1.webp 1313w\" sizes=\"auto, (max-width: 858px) 100vw, 858px\" \/><button\n\t\t\tclass=\"lightbox-trigger\"\n\t\t\ttype=\"button\"\n\t\t\taria-haspopup=\"dialog\"\n\t\t\tdata-wp-bind--aria-label=\"state.thisImage.triggerButtonAriaLabel\"\n\t\t\tdata-wp-init=\"callbacks.initTriggerButton\"\n\t\t\tdata-wp-on--click=\"actions.showLightbox\"\n\t\t\tdata-wp-style--right=\"state.thisImage.buttonRight\"\n\t\t\tdata-wp-style--top=\"state.thisImage.buttonTop\"\n\t\t>\n\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"12\" height=\"12\" fill=\"none\" viewbox=\"0 0 12 12\">\n\t\t\t\t<path fill=\"#fff\" d=\"M2 0a2 2 0 0 0-2 2v2h1.5V2a.5.5 0 0 1 .5-.5h2V0H2Zm2 10.5H2a.5.5 0 0 1-.5-.5V8H0v2a2 2 0 0 0 2 2h2v-1.5ZM8 12v-1.5h2a.5.5 0 0 0 .5-.5V8H12v2a2 2 0 0 1-2 2H8Zm2-12a2 2 0 0 1 2 2v2h-1.5V2a.5.5 0 0 0-.5-.5H8V0h2Z\" \/>\n\t\t\t<\/svg>\n\t\t<\/button><figcaption class=\"wp-element-caption\">Tuotantolinjalle toimitetun MarshallAI-silm\u00e4m\u00e4\u00e4r\u00e4isen tarkastusaseman CAD-malli<\/figcaption><\/figure>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<div style=\"height:24px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<!-- MarshallAI \/ BrauBeviale 2026 \u2014 WordPress Custom HTML block.\n     Paste this whole fragment into one Custom HTML block.\n     Alternatively, move the CSS inside <style> to mai-system.css once.\n     No JavaScript or dependencies. Images use your supplied WordPress URLs.\n-->\n<style>\n.mai-bb-banner {\n  --mai-bb-orange: #ff742e;\n  --mai-bb-navy: #081722;\n  --mai-bb-font: 'Aspekta', Arial, Helvetica, sans-serif;\n  --mai-bb-mono: 'JetBrains Mono', ui-monospace, monospace;\n  width: 100%; max-width: 1280px; margin: 0 auto; padding: 0;\n  background: var(--mai-bb-navy); color: #fff;\n  border: 1px solid #ffffff26; border-top: 3px solid var(--mai-bb-orange);\n  font: 400 16px\/1.55 var(--mai-bb-font); text-align: left;\n  container-type: inline-size;\n}\n.mai-bb-banner, .mai-bb-banner *, .mai-bb-banner *::before, .mai-bb-banner *::after { box-sizing: border-box; }\n.mai-bb-banner .mai-bb-banner__inner { display: grid; grid-template-columns: 1.15fr 1fr; align-items: stretch; }\n.mai-bb-banner .mai-bb-banner__copy { display: flex; flex-direction: column; align-items: flex-start; justify-content: center; padding: 28px 32px; }\n.mai-bb-banner .mai-bb-banner__eyebrow { display: flex; align-items: center; gap: 10px; margin: 0 0 22px; padding: 0; color: #b8c5ce; font: 500 12px\/1.5 var(--mai-bb-mono); letter-spacing: .08em; text-transform: uppercase; }\n.mai-bb-banner .mai-bb-banner__eyebrow::before { content: ''; width: 6px; height: 6px; flex: 0 0 6px; background: var(--mai-bb-orange); }\n.mai-bb-banner .mai-bb-banner__title { margin: 0; padding: 0; color: #fff; font: 500 clamp(32px,3.4vw,48px)\/1.08 var(--mai-bb-font); font-size: clamp(30px, 3vw, 40px); letter-spacing: -.045em; text-transform: none; }\n.mai-bb-banner .mai-bb-banner__title span { color: var(--mai-bb-orange); }\n.mai-bb-banner .mai-bb-banner__details { display: flex; align-items: center; flex-wrap: wrap; gap: 8px 18px; margin: 23px 0 28px; padding: 0; color: #d4dfe6; font: 400 16px\/1.6 var(--mai-bb-font); }\n.mai-bb-banner .mai-bb-banner__location { padding-left: 18px; border-left: 1px solid #ffffff40; }\n.mai-bb-banner .mai-bb-banner__cta { display: inline-flex; align-items: center; justify-content: space-between; gap: 28px; min-height: 54px; padding: 16px 22px; 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flex-wrap: wrap; gap: 12px 20px; padding: 10px 16px; border-bottom: 1px solid #d9dfdf; background: #fff; }\n.mai-bb-banner .mai-bb-banner__logo { display: block; width: 90px; height: auto; max-width: 100%; margin: 0; padding: 0; border: 0; border-radius: 0; box-shadow: none; }\n.mai-bb-banner .mai-bb-banner__stand { color: #101d27; font: 500 12px\/1.6 var(--mai-bb-mono); letter-spacing: .04em; }\n.mai-bb-banner .mai-bb-banner__map-link { display: block; padding: 0; margin: 0; color: #101d27; text-decoration: none; box-shadow: none; }\n.mai-bb-banner .mai-bb-banner__map-link:focus-visible { outline-color: var(--mai-bb-orange); outline-offset: -3px; }\n.mai-bb-banner .mai-bb-banner__map { display: block; width: 100%; height: 220px; object-fit: contain; max-width: 100%; margin: 0; padding: 0; border: 0; border-radius: 0; box-shadow: none; }\n.mai-bb-banner .mai-bb-banner__caption { display: flex; justify-content: space-between; gap: 12px; margin: 0; padding: 10px 16px; border-top: 1px solid #d9dfdf; color: #43535e; background: #fff; font: 400 12px\/1.5 var(--mai-bb-font); }\n.mai-bb-banner .mai-bb-banner__map-link:hover .mai-bb-banner__caption span:last-child { text-decoration: underline; text-underline-offset: 3px; }\n\n@container (max-width: 760px) {\n  .mai-bb-banner .mai-bb-banner__inner { grid-template-columns: minmax(0,1fr); }\n  .mai-bb-banner .mai-bb-banner__visual { border-left: 0; border-top: 1px solid #ffffff1c; padding: 20px; }\n  .mai-bb-banner .mai-bb-banner__map-card { max-width: 500px; margin-inline: auto; }\n  .mai-bb-banner .mai-bb-banner__title { font-size: clamp(32px,6cqw,44px); }\n}\n@container (max-width: 420px) {\n  .mai-bb-banner .mai-bb-banner__copy { padding: 28px 22px; }\n  .mai-bb-banner .mai-bb-banner__details { flex-direction: column; align-items: flex-start; gap: 5px; }\n  .mai-bb-banner .mai-bb-banner__location { padding-left: 0; border-left: 0; }\n  .mai-bb-banner .mai-bb-banner__visual { padding: 14px; }\n  .mai-bb-banner .mai-bb-banner__map-head { padding: 12px; }\n  .mai-bb-banner .mai-bb-banner__logo { width: 100px; }\n  .mai-bb-banner .mai-bb-banner__stand { font-size: 11px; }\n}\n@supports not (container-type: inline-size) {\n  @media (max-width: 760px) {\n    .mai-bb-banner .mai-bb-banner__inner { grid-template-columns: minmax(0,1fr); }\n    .mai-bb-banner .mai-bb-banner__visual { border-left: 0; }\n    .mai-bb-banner .mai-bb-banner__details { flex-direction: column; align-items: flex-start; }\n    .mai-bb-banner .mai-bb-banner__location { border-left: 0; padding-left: 0; }\n  }\n}\n@media (prefers-reduced-motion: reduce) {\n  .mai-bb-banner .mai-bb-banner__cta { transition: none; }\n}\n<\/style>\n\n<section class=\"mai-bb-banner\" aria-label=\"MarshallAI Tapaamme BrauBeviale 2026:ssa\">\n  <div class=\"mai-bb-banner__inner\">\n    <div class=\"mai-bb-banner__copy\">\n      <p class=\"mai-bb-banner__eyebrow\">MarshallAI \/ Live at BrauBeviale<\/p>\n      <h2 class=\"mai-bb-banner__title\">Tapaa meid\u00e4t<br><span>BrauBeviale 2026.<\/span><\/h2>\n      <p class=\"mai-bb-banner__details\">\n        <span><time datetime=\"2026-11-10\">10<\/time>\u2013<time datetime=\"2026-11-12\">12. marraskuuta 2026<\/time><\/span>\n        <span class=\"mai-bb-banner__location\">Halli 10 \u00b7 Teline 10-139<\/span>\n      <\/p>\n      <a class=\"mai-bb-banner__cta\" href=\"https:\/\/marshallai.com\/fi\/braubeviale-2026\/\">\n        Book a live demo @ BrauBeviale\n        <svg viewbox=\"0 0 24 24\" aria-hidden=\"true\" focusable=\"false\"><path d=\"M4 12h16m-6-6 6 6-6 6\"><\/path><\/svg>\n      <\/a>\n    <\/div>\n    <div class=\"mai-bb-banner__visual\">\n      <div class=\"mai-bb-banner__map-card\">\n        <div class=\"mai-bb-banner__map-head\">\n          <img class=\"mai-bb-banner__logo\" src=\"https:\/\/marshallai.com\/wp-content\/uploads\/2026\/09\/BB_Logo_RGB_black-scaled.webp\" alt=\"BrauBeviale\" width=\"2560\" height=\"1380\" loading=\"lazy\" decoding=\"async\">\n          <span class=\"mai-bb-banner__stand\">HALLI 10 \/ 10-139<\/span>\n        <\/div>\n        <a class=\"mai-bb-banner__map-link\" href=\"https:\/\/marshallai.com\/wp-content\/uploads\/2026\/09\/MarshallAI_BrauBeviale2026_floor-plan.webp\" target=\"_blank\" rel=\"noopener\" aria-label=\"Katso pohjapiirros, jossa n\u00e4kyy teline 10-139, avautuu uudessa v\u00e4lilehdess\u00e4\">\n          <img class=\"mai-bb-banner__map\" src=\"https:\/\/marshallai.com\/wp-content\/uploads\/2026\/09\/MarshallAI_BrauBeviale2026_floor-plan.webp\" width=\"1564\" height=\"1240\" alt=\"Halli 10:n pohjapiirros, jossa telineet 10-139 on korostettu keltaisella v\u00e4rill\u00e4.\" loading=\"lazy\" decoding=\"async\">\n          <span class=\"mai-bb-banner__caption\"><span>Etsi meit\u00e4 Hallissa 10<\/span><span>Suurennuskuva \u2197<\/span><\/span>\n        <\/a>\n      <\/div>\n    <\/div>\n  <\/div>\n<\/section>\n\n\n\n<div style=\"height:24px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<div class=\"mai-section gb-element-207c56eb\">\n<div class=\"mai-container_inner-content gb-element-0ed52b43\">\n<div class=\"gb-element-367c01c4\">\n<div class=\"gb-text gb-text-a7fb84b8 mai-eyebrow\">Luotettu<\/div>\n<\/div>\n\n\n\n<div class=\"gb-element-0fbd3479\">\n<div>\n<img decoding=\"async\" class=\"gb-media-bc9dbb95\" src=\"https:\/\/marshallai.com\/wp-content\/uploads\/2026\/02\/Hartwall-logo-svg.svg\" alt=\"\" title=\"Hartwall logo svg\"\/>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"mai-section\">\n<h2 class=\"gb-text gb-text-ae80cab8 mai-headline mai-reveal\">Ratkaisut<\/h2>\n\n\n\n<div class=\"mai-container_inner-content gb-element-c47aa3ea\">\n<div class=\"gb-element-9e0b1d8b mai-reveal\">\n<div>\n<p class=\"mai-list-title\"><span class=\"gb-shape\"><svg aria-hidden=\"true\" role=\"img\" height=\"1em\" width=\"1em\" viewbox=\"0 0 512 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path fill=\"currentColor\" d=\"M256 8C119 8 8 119 8 256s111 248 248 248 248-111 248-248S393 8 256 8z\"><\/path><\/svg><\/span><span class=\"gb-text\"><strong><a href=\"https:\/\/marshallai.com\/fi\/ratkaisun\/loton-ja-paivamaarakoodin-tarkastus\/\" data-type=\"solution\" data-id=\"3994\">Lot and Date Code inspection<\/a><\/strong><\/span><\/p>\n\n\n\n<p class=\"gb-text mai-list-content\">Validate best before\/expiration and lot codes with advanced OCR. <br>Mik\u00e4 tahansa muoto ja merkkim\u00e4\u00e4r\u00e4. Yli 150 000 yksikk\u00f6\u00e4 tunnissa.<\/p>\n<\/div>\n\n\n\n<div>\n<p class=\"mai-list-title\"><span class=\"gb-shape\"><svg aria-hidden=\"true\" role=\"img\" height=\"1em\" width=\"1em\" viewbox=\"0 0 512 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path fill=\"currentColor\" d=\"M256 8C119 8 8 119 8 256s111 248 248 248 248-111 248-248S393 8 256 8z\"><\/path><\/svg><\/span><span class=\"gb-text\"><strong><a href=\"https:\/\/marshallai.com\/fi\/ratkaisun\/etikettitarkastus\/\" data-type=\"solution\" data-id=\"3416\">Etiketin tarkastus<\/a><\/strong><\/span><\/p>\n\n\n\n<p class=\"gb-text mai-list-content\">Tarkista etiketin olemassaolo, suunta ja kunto.<\/p>\n<\/div>\n\n\n\n<div>\n<p class=\"mai-list-title\"><span class=\"gb-shape\"><svg aria-hidden=\"true\" role=\"img\" height=\"1em\" width=\"1em\" viewbox=\"0 0 512 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path fill=\"currentColor\" d=\"M256 8C119 8 8 119 8 256s111 248 248 248 248-111 248-248S393 8 256 8z\"><\/path><\/svg><\/span><span class=\"gb-text\"><strong><a href=\"https:\/\/marshallai.com\/fi\/ratkaisun\/vieraiden-tolkkien-havaitseminen\/\" data-type=\"solution\" data-id=\"3418\">V\u00e4\u00e4rien \/ vieraiden t\u00f6lkkien havaitseminen<\/a><\/strong><\/span><\/p>\n\n\n\n<p class=\"gb-text mai-list-content\">Tarkistaa jokaisen t\u00e4ytetyn t\u00f6lkin identiteetin ja havaitsee v\u00e4\u00e4r\u00e4t juomat esipainetuissa t\u00f6lkeiss\u00e4. Ainutlaatuinen ratkaisu markkinoilla.<\/p>\n<\/div>\n\n\n\n<div>\n<p class=\"mai-list-title\"><span class=\"gb-shape\"><svg aria-hidden=\"true\" role=\"img\" height=\"1em\" width=\"1em\" viewbox=\"0 0 512 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path fill=\"currentColor\" d=\"M256 8C119 8 8 119 8 256s111 248 248 248 248-111 248-248S393 8 256 8z\"><\/path><\/svg><\/span><span class=\"gb-text\"><strong>Pudonneen t\u00f6lkin ja linjan jumiutumisen tunnistus<\/strong><\/span><\/p>\n\n\n\n<p class=\"gb-text mai-list-content\">Tunnista kaatuneet tai rikkoutuneet t\u00f6lkit ja linjan tukokset.<\/p>\n<\/div>\n\n\n\n<div>\n<p class=\"mai-list-title\"><span class=\"gb-shape\"><svg aria-hidden=\"true\" role=\"img\" height=\"1em\" width=\"1em\" viewbox=\"0 0 512 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path fill=\"currentColor\" d=\"M256 8C119 8 8 119 8 256s111 248 248 248 248-111 248-248S393 8 256 8z\"><\/path><\/svg><\/span><span class=\"gb-text\"><strong>Tuotto- ja l\u00e4pimyyntitilastot<\/strong><\/span><\/p>\n\n\n\n<p class=\"gb-text mai-list-content\">Seuraa OEE:t\u00e4, laske kappaleet ja tunnista vikojen perussyyt.<\/p>\n<\/div>\n<\/div>\n\n\n\n<div class=\"gb-element-9561e5ed mai-reveal\">\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1351\" height=\"1080\" src=\"https:\/\/marshallai.com\/wp-content\/uploads\/2026\/09\/MarshallAI_bb-date_bottle_analyzed_P1043348-crop-1351x1080.webp\" alt=\"\" class=\"wp-image-4329\" srcset=\"https:\/\/marshallai.com\/wp-content\/uploads\/2026\/09\/MarshallAI_bb-date_bottle_analyzed_P1043348-crop-1351x1080.webp 1351w, https:\/\/marshallai.com\/wp-content\/uploads\/2026\/09\/MarshallAI_bb-date_bottle_analyzed_P1043348-crop-500x400.webp 500w, https:\/\/marshallai.com\/wp-content\/uploads\/2026\/09\/MarshallAI_bb-date_bottle_analyzed_P1043348-crop-768x614.webp 768w, https:\/\/marshallai.com\/wp-content\/uploads\/2026\/09\/MarshallAI_bb-date_bottle_analyzed_P1043348-crop-1536x1228.webp 1536w, https:\/\/marshallai.com\/wp-content\/uploads\/2026\/09\/MarshallAI_bb-date_bottle_analyzed_P1043348-crop-15x12.webp 15w, https:\/\/marshallai.com\/wp-content\/uploads\/2026\/09\/MarshallAI_bb-date_bottle_analyzed_P1043348-crop.webp 1920w\" sizes=\"auto, (max-width: 1351px) 100vw, 1351px\" \/><figcaption class=\"wp-element-caption\">Bottle date validation<\/figcaption><\/figure>\n\n\n\n<div style=\"height:12px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1448\" height=\"576\" src=\"https:\/\/marshallai.com\/wp-content\/uploads\/2026\/04\/2026-04_MarshallAI_optical_character-recognition2.webp\" alt=\"\" class=\"wp-image-2628\" srcset=\"https:\/\/marshallai.com\/wp-content\/uploads\/2026\/04\/2026-04_MarshallAI_optical_character-recognition2.webp 1448w, https:\/\/marshallai.com\/wp-content\/uploads\/2026\/04\/2026-04_MarshallAI_optical_character-recognition2-500x199.webp 500w, https:\/\/marshallai.com\/wp-content\/uploads\/2026\/04\/2026-04_MarshallAI_optical_character-recognition2-768x306.webp 768w\" sizes=\"auto, (max-width: 1448px) 100vw, 1448px\" \/><figcaption class=\"wp-element-caption\">Teko\u00e4lypohjainen tekstintunnistus (OCR) alumiinit\u00f6lkist\u00e4<\/figcaption><\/figure>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n\n\n<div class=\"mai-section gb-element-62641e3d\">\n<div class=\"mai-container_inner-content\">\n<div class=\"gb-element-62143277\">\n<h2 class=\"gb-text gb-text-d1064ca6 mai-headline mai-reveal\">Asiakastarinat<\/h2>\n<\/div>\n<\/div>\n\n\n\n<div class=\"mai-container_inner-content\">\n<div><ul class=\"gbp-list--unstyled gb-looper-5cf487fa\">\n<li class=\"gb-loop-item post-2282 case-study type-case-study status-publish has-post-thumbnail hentry category-beverage-industry category-quality-assurance tag-beverage-industry tag-case-study tag-defect-detection tag-drinks-industry tag-edge-computing tag-label-verification tag-quality-assurance tag-rogue-can\">\n<article class=\"mai-card-article gb-element-ff0abb7c\">\n<a href=\"https:\/\/marshallai.com\/fi\/case-study\/eliminating-rogue-cans-high-speed-edge-ai-qa-in-beverage-manufacturing\/\"><img loading=\"lazy\" decoding=\"async\" width=\"663\" height=\"634\" alt=\"\" data-media-id=\"4025\" class=\"gb-media-264cf724\" src=\"https:\/\/marshallai.com\/wp-content\/uploads\/2026\/09\/image.webp\" srcset=\"https:\/\/marshallai.com\/wp-content\/uploads\/2026\/09\/image.webp 663w, https:\/\/marshallai.com\/wp-content\/uploads\/2026\/09\/image-500x478.webp 500w, https:\/\/marshallai.com\/wp-content\/uploads\/2026\/09\/image-13x12.webp 13w\" sizes=\"auto, (max-width: 663px) 100vw, 663px\" \/><\/a>\n\n\n\n<div class=\"gb-element-b7e65b9a\">\n<span class=\"gb-text mai-card-article-title\"><a href=\"https:\/\/marshallai.com\/fi\/case-study\/eliminating-rogue-cans-high-speed-edge-ai-qa-in-beverage-manufacturing\/\">Hyl\u00e4ttyjen t\u00f6lkkien karsiminen: Suurnopeuslaadunvarmistus juomateollisuudessa<\/a><\/span>\n\n\n\n<div>\n<p class=\"gb-text mai-card-article-text\">Er\u00e4s maailmanlaajuinen juomavalmistaja yritti 15 vuoden ajan luotettavasti poimia \u201cvialliset t\u00f6lkit\u201d pois nopeista t\u00e4ytt\u00f6linjoistaan. Lue, kuinka MarshallAI otti k\u00e4ytt\u00f6\u00f6n viiveett\u00f6m\u00e4n reunan\u00e4k\u00f6kameraj\u00e4rjestelm\u00e4n, joka tarkastaa 2 500 t\u00f6lkki\u00e4 minuutissa ja est\u00e4\u00e4 l\u00e4hes t\u00e4ydellisell\u00e4 tarkkuudella tuotteiden virheellisen lajittelun sek\u00e4 kalliit mekaaniset tukokset.<\/p>\n<\/div>\n\n\n\n<div class=\"gb-element-62fba4e0\">\n<p class=\"gb-text mai-article-card-tag\"><span>Juomateollisuus<\/span> <span>Laadunvarmistus<\/span><\/p>\n<\/div>\n<\/div>\n<\/article>\n<\/li>\n<\/ul><\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"mai-section\">\n<h2 class=\"gb-text gb-text-fc92425e mai-headline mai-reveal\">K\u00e4ytetyt ominaisuudet<\/h2>\n\n\n\n<div class=\"gb-element-aaf8cc11\">\n<div><ul class=\"gbp-list--unstyled gb-looper-24768883\">\n<li class=\"gb-loop-item post-3349 capability type-capability status-publish hentry capability-type-detection-and-inspection capability_tag-beverage-industry capability_tag-cosmetics-manufacturing\">\n<article class=\"mai-card-article gb-element-102ad18a\">\n<div class=\"gb-element-bf09ff16\">\n<span class=\"gb-text mai-card-article-title\">V\u00e4rintunnistus ja -todennus<\/span>\n\n\n\n<div>\n<p class=\"gb-text mai-card-article-text\">Tunnistaa ja tarkistaa v\u00e4rin m\u00e4\u00e4ritetty\u00e4 viitett\u00e4 vasten ja havaitsee v\u00e4\u00e4r\u00e4t tuote-, painatus-, pakkaus- tai maaliv\u00e4rit.<\/p>\n<\/div>\n<\/div>\n<\/article>\n<\/li>\n\n<li class=\"gb-loop-item post-3346 capability type-capability status-publish hentry capability-type-detection-and-inspection capability_tag-beverage-industry capability_tag-cosmetics-manufacturing\">\n<article class=\"mai-card-article gb-element-102ad18a\">\n<div class=\"gb-element-bf09ff16\">\n<span class=\"gb-text mai-card-article-title\">Poikkeamien ja virheiden havaitseminen<\/span>\n\n\n\n<div>\n<p class=\"gb-text mai-card-article-text\">Merkitsee opetetut poikkeamat, mukaan lukien vauriot, kontaminaatio tai ep\u00e4s\u00e4\u00e4nn\u00f6llisyydet, joita ei ole erikseen ohjelmoitu etuk\u00e4teen.<\/p>\n<\/div>\n<\/div>\n<\/article>\n<\/li>\n\n<li class=\"gb-loop-item post-3350 capability type-capability status-publish hentry capability-type-identification-and-recognition capability_tag-beverage-industry capability_tag-cosmetics-manufacturing\">\n<article class=\"mai-card-article gb-element-102ad18a\">\n<div class=\"gb-element-bf09ff16\">\n<span class=\"gb-text mai-card-article-title\">OCR ja koodin luku<\/span>\n\n\n\n<div>\n<p class=\"gb-text mai-card-article-text\">Lukee ja varmentaa painettua tai kohokuvioitua teksti\u00e4, mukaan lukien parasta ennen -p\u00e4iv\u00e4ykset, er\u00e4koodit ja sarjanumerot, my\u00f6s kaarevilla, metallisilla tai heikkokontrastisilla pinnoilla. 1D-viivakoodeja ja 2D-koodeja, kuten DataMatrix- ja QR-koodeja.<\/p>\n<\/div>\n<\/div>\n<\/article>\n<\/li>\n\n<li class=\"gb-loop-item post-3354 capability type-capability status-publish hentry capability-type-measurement-and-counting capability_tag-beverage-industry capability_tag-cosmetics-manufacturing\">\n<article class=\"mai-card-article gb-element-102ad18a\">\n<div class=\"gb-element-bf09ff16\">\n<span class=\"gb-text mai-card-article-title\">Kohteiden laskenta ja luettelointi<\/span>\n\n\n\n<div>\n<p class=\"gb-text mai-card-article-text\">Laskee yksikot, osat tai esiintym\u00e4t kehyksess\u00e4 tai tuotantoajon aikana.<\/p>\n<\/div>\n<\/div>\n<\/article>\n<\/li>\n\n<li class=\"gb-loop-item post-3360 capability type-capability status-publish hentry capability-type-multi-sensor-intelligence-and-actuation capability_tag-beverage-industry capability_tag-cosmetics-manufacturing\">\n<article class=\"mai-card-article gb-element-102ad18a\">\n<div class=\"gb-element-bf09ff16\">\n<span class=\"gb-text mai-card-article-title\">Reaaliaikainen toimilaitteiden ohjaus ja s\u00e4\u00e4t\u00f6<\/span>\n\n\n\n<div>\n<p class=\"gb-text mai-card-article-text\">K\u00e4ynnist\u00e4n fyysisen tai digitaalisen vasteen, kuten poistovarren, portin tai PLC-signaalin, automaattisesti havaintotapahtumasta. Ihmisen mukanaolo prosessissa on my\u00f6s mahdollista.<\/p>\n<\/div>\n<\/div>\n<\/article>\n<\/li>\n<\/ul><\/div>\n<\/div>\n<\/div>","protected":false},"excerpt":{"rendered":"<p>Optical inspection and defect detection for cans, glass bottles and PET bottles Request a quote Trusted by Solutions Lot and Date Code inspection Validate best before\/expiration and lot codes with advanced OCR. Any format and number of characters. 150000+ units \/ hour. Label inspection Verify label presence, orientation and condition. Rogue \/ foreign can detection &#8230; <a title=\"Juomien valmistus\" class=\"read-more\" href=\"https:\/\/marshallai.com\/fi\/industries\/beverage-and-drink-manufacturing\/\" aria-label=\"Lue lis\u00e4\u00e4 aiheesta Beverage and drink manufacturing\">Lue lis\u00e4\u00e4<\/a><\/p>","protected":false},"author":1,"featured_media":2477,"parent":2393,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"content-type":"","page_theme":"","footnotes":""},"class_list":["post-3370","page","type-page","status-publish","has-post-thumbnail"],"_links":{"self":[{"href":"https:\/\/marshallai.com\/fi\/wp-json\/wp\/v2\/pages\/3370","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/marshallai.com\/fi\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/marshallai.com\/fi\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/marshallai.com\/fi\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/marshallai.com\/fi\/wp-json\/wp\/v2\/comments?post=3370"}],"version-history":[{"count":15,"href":"https:\/\/marshallai.com\/fi\/wp-json\/wp\/v2\/pages\/3370\/revisions"}],"predecessor-version":[{"id":4515,"href":"https:\/\/marshallai.com\/fi\/wp-json\/wp\/v2\/pages\/3370\/revisions\/4515"}],"up":[{"embeddable":true,"href":"https:\/\/marshallai.com\/fi\/wp-json\/wp\/v2\/pages\/2393"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/marshallai.com\/fi\/wp-json\/wp\/v2\/media\/2477"}],"wp:attachment":[{"href":"https:\/\/marshallai.com\/fi\/wp-json\/wp\/v2\/media?parent=3370"}],"curies":[{"name":"Hyvin pelattu","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}