{"id":3416,"date":"2026-09-03T13:59:16","date_gmt":"2026-09-03T10:59:16","guid":{"rendered":"https:\/\/marshallai.com\/?post_type=solution&#038;p=3416"},"modified":"2026-09-24T14:42:58","modified_gmt":"2026-09-24T11:42:58","slug":"etikettitarkastus","status":"publish","type":"solution","link":"https:\/\/marshallai.com\/fi\/solution\/label-inspection\/","title":{"rendered":"Etiketin tarkastus"},"content":{"rendered":"<div class=\"mai-section gb-element-7c77d488 first-section\">\n<div class=\"mai-container_inner-content\">\n<div class=\"gb-element-3c142d71\">\n<div class=\"gb-element-3ef954b0 mai-reveal\">\n<p class=\"gb-text\"><a href=\"https:\/\/marshallai.com\/fi\/\" data-type=\"page\" data-id=\"25\">Koti<\/a> \/ <a href=\"https:\/\/marshallai.com\/fi\/ratkaisut\/\" data-type=\"page\" data-id=\"2395\">Ratkaisut<\/a> \/ Tuotemerkkien tarkastus<\/p>\n\n\n\n<h1 class=\"gb-text mai-reveal mai-headline\"><strong><strong>Etikettien tarkastus<\/strong><\/strong><\/h1>\n\n\n\n<p class=\"wp-block-paragraph\">MarshallAI tarkistaa etiketin olemassaolon, sijainnin, tulostuslaadun ja v\u00e4rin jokaisesta yksik\u00f6st\u00e4 t\u00e4ydell\u00e4 linjanopeudella. Tuote- tai SKU-vaihdot tunnistetaan automaattisesti ilman br\u00e4ndien tai erien v\u00e4list\u00e4 uudelleenkoulutusta.<\/p>\n\n\n\n<p class=\"gb-text\"><strong>Ei uudelleenkoulutusta erien v\u00e4lill\u00e4<\/strong><br>Uusi tuotenumero otetaan k\u00e4ytt\u00f6\u00f6n ja tarkastus alkaa sen my\u00f6t\u00e4. Ei viitekuvia uudelleenopetettavaksi, ei uudelleenm\u00e4\u00e4ritysikkunaa.<\/p>\n\n\n\n<p class=\"gb-text\"><strong>Havaitsee pienet tulostusvirheet<\/strong><br>Tahrat, v\u00e4risiirtym\u00e4t, puuttuvat design-elementit sek\u00e4 vinoon menneet tai kohdistusvirheelliset etiketit.<\/p>\n\n\n\n<p class=\"gb-text\"><strong>Tunnistustarkkuus 99,99995%<\/strong><br>J\u00e4rjestet\u00e4\u00e4n t\u00e4ydell\u00e4 linjanopeudella.<\/p>\n\n\n\n<p class=\"gb-text\"><strong>Yli 2500 yksikk\u00f6\u00e4 minuutissa<\/strong><br>Monimutkaiset tarkastukset t\u00e4ydell\u00e4 linjanopeudella. Suorituskyky\u00e4 voidaan skaalata laskentaohjelmistolla.<\/p>\n\n\n\n<div>\n<div class=\"gb-element-9e8877aa\">\n<div class=\"mai-card-hero\">\n<p class=\"gb-text gb-text-53f5e019\">Minimoi takaisinvedot ja valitukset<\/p>\n<\/div>\n\n\n\n<div class=\"mai-card-hero\">\n<p class=\"gb-text gb-text-efa7b782\">Varmista vaatimustenmukaisuus kaikilla markkinoilla<\/p>\n<\/div>\n\n\n\n<div class=\"mai-card-hero\">\n<p class=\"gb-text gb-text-9d2a90a2\">V\u00e4lt\u00e4 Hold-For-Inspect (HFI) -toimintoa<\/p>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"gb-element-1c3832b0\">\n<a class=\"gb-text gb-text-10574e93 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;6acfaccd87768&quot;}\" data-wp-interactive=\"core\/image\" data-wp-key=\"6acfaccd87768\" class=\"wp-block-image size-full wp-lightbox-container\"><img loading=\"lazy\" decoding=\"async\" width=\"540\" height=\"720\" 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\/05\/MarshallAI_illustration_inspection_can.webp\" alt=\"\" class=\"wp-image-2756\" srcset=\"https:\/\/marshallai.com\/wp-content\/uploads\/2026\/05\/MarshallAI_illustration_inspection_can.webp 540w, https:\/\/marshallai.com\/wp-content\/uploads\/2026\/05\/MarshallAI_illustration_inspection_can-375x500.webp 375w\" sizes=\"auto, (max-width: 540px) 100vw, 540px\" \/><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><\/figure>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<section class=\"gbp-section gb-element-207c56eb\">\n<div class=\"gb-element-0ed52b43\">\n<div>\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-5a172836\" 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<\/section>\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; border: 1px solid var(--mai-bb-orange); border-radius: 2px; background: var(--mai-bb-orange); color: var(--mai-bb-navy); font: 600 15px\/1.4 var(--mai-bb-font); text-decoration: none; box-shadow: none; transition: background .2s; touch-action: manipulation; }\n.mai-bb-banner .mai-bb-banner__cta:hover { background: #ff8f56; border-color: #ff8f56; color: var(--mai-bb-navy); text-decoration: none; }\n.mai-bb-banner .mai-bb-banner__cta svg { display: block; width: 20px; height: 20px; flex: 0 0 auto; fill: none; stroke: currentColor; stroke-width: 1.6; stroke-linecap: round; stroke-linejoin: round; }\n.mai-bb-banner a:focus-visible { outline: 3px solid #fff; outline-offset: 5px; }\n.mai-bb-banner .mai-bb-banner__visual { min-width: 0; margin: 0; padding: 16px; background: #122631; border-left: 1px solid #ffffff1c; }\n.mai-bb-banner .mai-bb-banner__map-card { background: #f6f3ee; }\n.mai-bb-banner .mai-bb-banner__map-head { display: flex; align-items: center; justify-content: space-between; 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        Varaa live-demo @ BrauBevialeen\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\">\n<div class=\"mai-container_inner-content gb-element-1475a085\">\n<div class=\"gb-element-531a117a\">\n<h2 class=\"gb-text gbp-section__headline mai-reveal mai-headline\">Mik\u00e4 etiketiss\u00e4 voi menn\u00e4 pieleen<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Etiketin vikaantuminen voi johtua useista syist\u00e4:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>L\u00e4sn\u00e4olo ja sijoittelu.<\/strong> Puuttuva etiketti tai vinossa, yl\u00f6salaisin tai v\u00e4\u00e4r\u00e4\u00e4n paikkaan kiinnitetty etiketti n\u00e4ytt\u00e4\u00e4 myyntipisteeseen saapuessaan keskener\u00e4iselt\u00e4 tai v\u00e4\u00e4r\u00e4lt\u00e4.<\/li>\n\n\n\n<li><strong>Tulostuslaatu.<\/strong> Tahriintunut muste, heikkokontrastinen tulostus, rypyt, repe\u00e4m\u00e4t ja puuttuvat designelementit heikent\u00e4v\u00e4t sek\u00e4 luettavuutta ett\u00e4 myyntivetoisuutta.<\/li>\n\n\n\n<li><strong>V\u00e4rin ja tuotemerkin tarkkuus.<\/strong> V\u00e4\u00e4r\u00e4ll\u00e4 v\u00e4rill\u00e4 tulostettu etiketti tai painoer\u00e4, joka ajan my\u00f6t\u00e4 poikkeaa hyv\u00e4ksytyst\u00e4 referenssist\u00e4, rikkoo br\u00e4ndin yhten\u00e4isyytt\u00e4 juuri sill\u00e4 hetkell\u00e4, kun asiakas on tekem\u00e4ss\u00e4 ostop\u00e4\u00e4t\u00f6st\u00e4.<\/li>\n\n\n\n<li><strong>Sis\u00e4ll\u00f6n oikeellisuus.<\/strong> Lukukelvottomat, virheelliset tai puuttuvat parasta ennen -p\u00e4iv\u00e4ykset, er\u00e4koodit ja viivakoodit aiheuttavat vaatimustenmukaisuus- ja j\u00e4ljitett\u00e4vyysongelmia viel\u00e4 kauan sen j\u00e4lkeen, kun tuote on l\u00e4htenyt tehtaalta.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">Mik\u00e4 tahansa n\u00e4ist\u00e4 voi johtaa tarkastusta varten pid\u00e4tt\u00e4miseen tai mik\u00e4 viel\u00e4 pahempaa; s\u00e4\u00e4ntely- tai takaisinveto-ongelmaan.<\/p>\n<\/div>\n\n\n\n<figure data-wp-context=\"{&quot;imageId&quot;:&quot;6acfaccd87ec7&quot;}\" data-wp-interactive=\"core\/image\" data-wp-key=\"6acfaccd87ec7\" class=\"wp-block-image size-full wp-lightbox-container\"><img loading=\"lazy\" decoding=\"async\" width=\"1672\" height=\"941\" 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\/09\/MarshallAI_beverage_label-inspection2.webp\" alt=\"\" class=\"wp-image-4050\" srcset=\"https:\/\/marshallai.com\/wp-content\/uploads\/2026\/09\/MarshallAI_beverage_label-inspection2.webp 1672w, https:\/\/marshallai.com\/wp-content\/uploads\/2026\/09\/MarshallAI_beverage_label-inspection2-500x281.webp 500w, https:\/\/marshallai.com\/wp-content\/uploads\/2026\/09\/MarshallAI_beverage_label-inspection2-768x432.webp 768w, https:\/\/marshallai.com\/wp-content\/uploads\/2026\/09\/MarshallAI_beverage_label-inspection2-1536x864.webp 1536w, https:\/\/marshallai.com\/wp-content\/uploads\/2026\/09\/MarshallAI_beverage_label-inspection2-18x10.webp 18w\" sizes=\"auto, (max-width: 1672px) 100vw, 1672px\" \/><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><\/figure>\n<\/div>\n<\/div>\n\n\n\n<div class=\"mai-section mai-bg-alt-1\">\n<div class=\"mai-container_inner-content gb-element-2fec5dc8\">\n<div class=\"gb-element-5a1f7f97\">\n<h2 class=\"gb-text gbp-section__headline mai-reveal mai-headline\">Miten MarshallAI varmistaa etiketit<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">MarshallAI tarkistaa etiketin samalla tavalla kuin ihminen - etsim\u00e4ll\u00e4 siin\u00e4 olevia todellisia vikoja sen sijaan, ett\u00e4 laskisi vain, kuinka kauan sen pikselit poikkeavat tallennetusta esikuvasta - hy\u00f6dynt\u00e4m\u00e4ll\u00e4 edistynytt\u00e4 <a href=\"https:\/\/marshallai.com\/fi\/alusta\/\" data-type=\"page\" data-id=\"988\">AFSA-alusta<\/a>.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Ei uudelleenkoulutusta br\u00e4ndi- tai pakkausmuutoksista.<\/strong> Jokainen tuotantolinjasi py\u00f6ritt\u00e4m\u00e4 SKU on jo ennest\u00e4\u00e4n mallin tiedossa. Vaihdon tapahtuessa tarkastus jatkuu ilman uudelleenkoulutusvaihetta tai uutta tallennettavaa vertailukuvajoukkoa. <\/li>\n\n\n\n<li><strong>S\u00e4\u00e4dett\u00e4v\u00e4 toleranssi.<\/strong> J\u00e4rjestelm\u00e4 pystyy erottamaan merkityksellisen virheen hyv\u00e4ksytt\u00e4v\u00e4st\u00e4 kosmeettisesta vaihtelusta.<\/li>\n\n\n\n<li><strong>Tulostus, v\u00e4ri ja sis\u00e4lt\u00f6 yhdell\u00e4 kerralla.<\/strong> Etiketin l\u00e4sn\u00e4olo ja sijainti, tulostuslaatu, v\u00e4rin varmennus sek\u00e4 parasta ennen -p\u00e4iv\u00e4ysten, er\u00e4koodien, 1D-viivakoodien ja 2D-koodien (DataMatrix, QR) OCR-tunnistus suoritetaan kaikki osana samaa tarkastussekvenssi\u00e4. <\/li>\n\n\n\n<li><strong>Millisekunnin viiveen reunalaskenta.<\/strong> Tarkastus suoritetaan kokonaan paikan p\u00e4\u00e4ll\u00e4 linjan vieress\u00e4 ja se pysyy t\u00e4yden tuotantovauhdin tahdissa.<\/li>\n<\/ul>\n<\/div>\n\n\n\n<figure data-wp-context=\"{&quot;imageId&quot;:&quot;6acfaccd880fd&quot;}\" data-wp-interactive=\"core\/image\" data-wp-key=\"6acfaccd880fd\" class=\"wp-block-image size-full wp-lightbox-container\"><img loading=\"lazy\" decoding=\"async\" width=\"540\" height=\"720\" 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\/05\/MarshallAI_illustration_inspection_can.webp\" alt=\"\" class=\"wp-image-2756\" srcset=\"https:\/\/marshallai.com\/wp-content\/uploads\/2026\/05\/MarshallAI_illustration_inspection_can.webp 540w, https:\/\/marshallai.com\/wp-content\/uploads\/2026\/05\/MarshallAI_illustration_inspection_can-375x500.webp 375w\" sizes=\"auto, (max-width: 540px) 100vw, 540px\" \/><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><\/figure>\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-reveal mai-headline\">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-853 case-study type-case-study status-publish has-post-thumbnail hentry category-cosmetic-manufacturing category-quality-assurance tag-aerosol-manufacturing tag-case-study tag-computer-vision tag-cosmetic-manufacturing tag-defect-detection tag-edge-computing tag-machine-vision tag-quality-assurance\">\n<article class=\"mai-card-article gb-element-ff0abb7c\">\n<a href=\"https:\/\/marshallai.com\/fi\/case-study\/taerosol-automated-qa-in-high-mix-manufacturing\/\"><img loading=\"lazy\" decoding=\"async\" width=\"768\" height=\"512\" alt=\"\" data-media-id=\"4239\" class=\"gb-media-264cf724\" src=\"https:\/\/marshallai.com\/wp-content\/uploads\/2026\/09\/MarshallAI_inspection-station_P1042518-Large-768x512.webp\" srcset=\"https:\/\/marshallai.com\/wp-content\/uploads\/2026\/09\/MarshallAI_inspection-station_P1042518-Large-768x512.webp 768w, https:\/\/marshallai.com\/wp-content\/uploads\/2026\/09\/MarshallAI_inspection-station_P1042518-Large-500x333.webp 500w, https:\/\/marshallai.com\/wp-content\/uploads\/2026\/09\/MarshallAI_inspection-station_P1042518-Large-18x12.webp 18w, https:\/\/marshallai.com\/wp-content\/uploads\/2026\/09\/MarshallAI_inspection-station_P1042518-Large.webp 1280w\" sizes=\"auto, (max-width: 768px) 100vw, 768px\" \/><\/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\/taerosol-automated-qa-in-high-mix-manufacturing\/\">Laadunvarmistuksen hallinta monipuolisessa tuotannossa: Nopeat tuotantokoneiden vaihdot ja yli 99%:n tarkkuus Taerosolilla<\/a><\/span>\n\n\n\n<div>\n<p class=\"gb-text mai-card-article-text\">Sopimusvalmistus ja usein toistuvat tuotevaihdokset merkitsiv\u00e4t aiemmin jatkuvaa taistelua laadunvarmistuksen pullonkauloja vastaan. Tutustu siihen, miten Taerosol varmisti kosmetiikkasarjansa tulevaisuuden kest\u00e4vyyden nopeasti mukautuvalla teko\u00e4lyj\u00e4rjestelm\u00e4ll\u00e4, joka havaitsee yli 99% monimutkaisia etiketti- ja pakkausvirheit\u00e4.<\/p>\n<\/div>\n\n\n\n<div class=\"gb-element-62fba4e0\">\n<p class=\"gb-text mai-article-card-tag\"><span>Kosmetiikkavalmistus<\/span> <span>Laadunvarmistus<\/span><\/p>\n<\/div>\n<\/div>\n<\/article>\n<\/li>\n\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<div class=\"mai-container_inner-content\">\n<div class=\"gb-element-002df6c4\">\n<h2 class=\"gb-text gbp-section__headline mai-reveal mai-headline\">Kysymykset ja vastaukset<\/h2>\n<\/div>\n<\/div>\n\n\n\n<div class=\"mai-container_inner-content\">\n<div class=\"gb-accordion\" data-transition=\"fade\">\n<div class=\"gb-accordion__item gbp-card--border gb-accordion__item-a91230e8\">\n<div role=\"button\" tabindex=\"0\" class=\"gb-accordion__toggle gb-accordion__toggle-95a2a1e6\" id=\"gb-accordion-toggle-95a2a1e6\">\n<h3 class=\"gb-text gbp-card__title gb-text-8462845e\"><strong><strong>T\u00e4ytyyk\u00f6 MarshallAI kouluttaa uudelleen, kun otamme k\u00e4ytt\u00f6\u00f6n uuden etiketin tai pakkaussuunnittelun?<\/strong><\/strong><\/h3>\n\n\n\n<span class=\"gb-accordion__toggle-icon gb-accordion__toggle-icon-837853b1\"><span class=\"gb-accordion__toggle-icon-open\"><svg aria-hidden=\"true\" viewbox=\"0 0 256 256\"><rect width=\"256\" height=\"256\" fill=\"none\"><\/rect><polyline points=\"208 96 128 176 48 96\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"round\" stroke-linejoin=\"round\" stroke-width=\"16\"><\/polyline><\/svg><\/span><span class=\"gb-accordion__toggle-icon-close\"><svg aria-hidden=\"true\" viewbox=\"0 0 256 256\"><rect width=\"256\" height=\"256\" fill=\"none\"><\/rect><polyline points=\"48 160 128 80 208 160\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"round\" stroke-linejoin=\"round\" stroke-width=\"16\"><\/polyline><\/svg><\/span><\/span>\n<\/div>\n\n\n\n<div class=\"gb-accordion__content\" id=\"gb-accordion-content-78547f3f\">\n<div class=\"gb-element-32d8ed4e\">\n<p class=\"gb-text\">Ei. Jokainen tuotenumero on mallinnettu etuk\u00e4teen, joten uusi design tunnistetaan ja tarkastetaan heti ensimm\u00e4isest\u00e4 kappaleesta l\u00e4htien \u2013 j\u00e4rjestelm\u00e4n opettamiseen ei tarvita uutta koulutusvaihetta eik\u00e4 seisokkia.<\/p>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"gb-accordion__item gbp-card--border gb-accordion__item-ed6d81e3\">\n<div role=\"button\" tabindex=\"0\" class=\"gb-accordion__toggle gb-accordion__toggle-31d588f0\" id=\"gb-accordion-toggle-31d588f0\">\n<h3 class=\"gb-text gbp-card__title gb-text-6144ab51\"><strong><strong>Mit\u00e4 tapahtuu, kun virheellinen etiketti havaitaan?<\/strong><\/strong><\/h3>\n\n\n\n<span class=\"gb-accordion__toggle-icon gb-accordion__toggle-icon-27fc4f20\"><span class=\"gb-accordion__toggle-icon-open\"><svg aria-hidden=\"true\" viewbox=\"0 0 256 256\"><rect width=\"256\" height=\"256\" fill=\"none\"><\/rect><polyline points=\"208 96 128 176 48 96\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"round\" stroke-linejoin=\"round\" stroke-width=\"16\"><\/polyline><\/svg><\/span><span class=\"gb-accordion__toggle-icon-close\"><svg aria-hidden=\"true\" viewbox=\"0 0 256 256\"><rect width=\"256\" height=\"256\" fill=\"none\"><\/rect><polyline points=\"48 160 128 80 208 160\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"round\" stroke-linejoin=\"round\" stroke-width=\"16\"><\/polyline><\/svg><\/span><\/span>\n<\/div>\n\n\n\n<div class=\"gb-accordion__content\" id=\"gb-accordion-content-48a9528c\">\n<div class=\"gb-element-e63f42d0\">\n<p class=\"gb-text\">Voimme antaa h\u00e4lytyksen, pys\u00e4ytt\u00e4\u00e4 tuotantolinjan tai integroitua hylk\u00e4ysmekanismiin. OEE:n optimointia ja perimm\u00e4isten syiden analysointia varten tarjotaan my\u00f6s aikajanaan perustuvia tilastoja tuotteiden kokonaism\u00e4\u00e4r\u00e4st\u00e4 ja virheellisist\u00e4 tuotteista.<\/p>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"gb-accordion__item gbp-card--border gb-accordion__item-ea60d4d0\">\n<div role=\"button\" tabindex=\"0\" class=\"gb-accordion__toggle gb-accordion__toggle-0a3cc5d2\" id=\"gb-accordion-toggle-0a3cc5d2\">\n<h3 class=\"gb-text gbp-card__title gb-text-2e32a8ee\"><strong><strong>Pystyyk\u00f6 se erottamaan toisistaan kaksi etiketti\u00e4, jotka eroavat toisistaan vain yhden pienen yksityiskohdan osalta?<\/strong><\/strong><\/h3>\n\n\n\n<span class=\"gb-accordion__toggle-icon gb-accordion__toggle-icon-875e7dfc\"><span class=\"gb-accordion__toggle-icon-open\"><svg aria-hidden=\"true\" viewbox=\"0 0 256 256\"><rect width=\"256\" height=\"256\" fill=\"none\"><\/rect><polyline points=\"208 96 128 176 48 96\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"round\" stroke-linejoin=\"round\" stroke-width=\"16\"><\/polyline><\/svg><\/span><span class=\"gb-accordion__toggle-icon-close\"><svg aria-hidden=\"true\" viewbox=\"0 0 256 256\"><rect width=\"256\" height=\"256\" fill=\"none\"><\/rect><polyline points=\"48 160 128 80 208 160\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"round\" stroke-linejoin=\"round\" stroke-width=\"16\"><\/polyline><\/svg><\/span><\/span>\n<\/div>\n\n\n\n<div class=\"gb-accordion__content\" id=\"gb-accordion-content-7b045ed7\">\n<div class=\"gb-element-aa0bdc02\">\n<p class=\"gb-text\">Kyll\u00e4. J\u00e4rjestelm\u00e4 varmistaa etiketin koko identiteetin ja tulostuslaadun sen sijaan, ett\u00e4 se vertaisi sit\u00e4 yhteen ainoaan samankaltaisuuskynnykseen, joten se havaitsee erot, jotka karkeampi hahmontunnistus pit\u00e4isi hyv\u00e4ksytt\u00e4vin\u00e4.<\/p>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"gb-accordion__item gbp-card--border gb-accordion__item-9ad4315a\">\n<div role=\"button\" tabindex=\"0\" class=\"gb-accordion__toggle gb-accordion__toggle-2c1f4ff3\" id=\"gb-accordion-toggle-2c1f4ff3\">\n<h3 class=\"gb-text gbp-card__title gb-text-90a1207e\"><strong><strong><strong>Lukeko se viivakoodeja ja 2D-koodeja etiketeist\u00e4?<\/strong><\/strong><\/strong><\/h3>\n\n\n\n<span class=\"gb-accordion__toggle-icon gb-accordion__toggle-icon-2318e749\"><span class=\"gb-accordion__toggle-icon-open\"><svg aria-hidden=\"true\" viewbox=\"0 0 256 256\"><rect width=\"256\" height=\"256\" fill=\"none\"><\/rect><polyline points=\"208 96 128 176 48 96\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"round\" stroke-linejoin=\"round\" stroke-width=\"16\"><\/polyline><\/svg><\/span><span class=\"gb-accordion__toggle-icon-close\"><svg aria-hidden=\"true\" viewbox=\"0 0 256 256\"><rect width=\"256\" height=\"256\" fill=\"none\"><\/rect><polyline points=\"48 160 128 80 208 160\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"round\" stroke-linejoin=\"round\" stroke-width=\"16\"><\/polyline><\/svg><\/span><\/span>\n<\/div>\n\n\n\n<div class=\"gb-accordion__content\" id=\"gb-accordion-content-ef942f15\">\n<div class=\"gb-element-0f6bac9a\">\n<p class=\"gb-text\">Kyll\u00e4, 1D-viivakoodit ja 2D-koodit, kuten DataMatrix ja QR, luetaan ja tarkistetaan samalla kerralla muun etiketin kanssa.<\/p>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"gb-accordion__item gbp-card--border gb-accordion__item-66a1818c\">\n<div role=\"button\" tabindex=\"0\" class=\"gb-accordion__toggle gb-accordion__toggle-7f231504\" id=\"gb-accordion-toggle-7f231504\">\n<h3 class=\"gb-text gbp-card__title gb-text-a5b834fb\"><strong><strong><strong>Poistuuko tarkastustieto laitoksestamme?<\/strong><\/strong><\/strong><\/h3>\n\n\n\n<span class=\"gb-accordion__toggle-icon gb-accordion__toggle-icon-47f045b7\"><span class=\"gb-accordion__toggle-icon-open\"><svg aria-hidden=\"true\" viewbox=\"0 0 256 256\"><rect width=\"256\" height=\"256\" fill=\"none\"><\/rect><polyline points=\"208 96 128 176 48 96\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"round\" stroke-linejoin=\"round\" stroke-width=\"16\"><\/polyline><\/svg><\/span><span class=\"gb-accordion__toggle-icon-close\"><svg aria-hidden=\"true\" viewbox=\"0 0 256 256\"><rect width=\"256\" height=\"256\" fill=\"none\"><\/rect><polyline points=\"48 160 128 80 208 160\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"round\" stroke-linejoin=\"round\" stroke-width=\"16\"><\/polyline><\/svg><\/span><\/span>\n<\/div>\n\n\n\n<div class=\"gb-accordion__content\" id=\"gb-accordion-content-cfbd539e\">\n<div class=\"gb-element-97dba764\">\n<p class=\"gb-text\">Ei. K\u00e4sittely tapahtuu kokonaan paikan p\u00e4\u00e4ll\u00e4. Kuvien tunnisteet ja tuotantotiedot pysyv\u00e4t teid\u00e4n verkossanne.<\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>","protected":false},"excerpt":{"rendered":"<p>Etikettien tarkastus juoma- ja pakkauslinjoille. Varmista etiketin olemassaolo, sijainti, tulostuslaatu ja v\u00e4ri yli 2500 yksik\u00f6n minuuttinopeudella ilman uudelleenkoulutusta tuotemerkkien tai erien v\u00e4lill\u00e4.<\/p>","protected":false},"featured_media":2756,"template":"","meta":{"content-type":"","footnotes":""},"categories":[58],"tags":[],"class_list":["post-3416","solution","type-solution","status-publish","has-post-thumbnail","hentry","category-beverage-industry"],"_links":{"self":[{"href":"https:\/\/marshallai.com\/fi\/wp-json\/wp\/v2\/solution\/3416","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/marshallai.com\/fi\/wp-json\/wp\/v2\/solution"}],"about":[{"href":"https:\/\/marshallai.com\/fi\/wp-json\/wp\/v2\/types\/solution"}],"version-history":[{"count":15,"href":"https:\/\/marshallai.com\/fi\/wp-json\/wp\/v2\/solution\/3416\/revisions"}],"predecessor-version":[{"id":4382,"href":"https:\/\/marshallai.com\/fi\/wp-json\/wp\/v2\/solution\/3416\/revisions\/4382"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/marshallai.com\/fi\/wp-json\/wp\/v2\/media\/2756"}],"wp:attachment":[{"href":"https:\/\/marshallai.com\/fi\/wp-json\/wp\/v2\/media?parent=3416"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/marshallai.com\/fi\/wp-json\/wp\/v2\/categories?post=3416"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/marshallai.com\/fi\/wp-json\/wp\/v2\/tags?post=3416"}],"curies":[{"name":"Hyvin pelattu","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}