{"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":"etikettenprufung","status":"publish","type":"solution","link":"https:\/\/marshallai.com\/de\/solution\/label-inspection\/","title":{"rendered":"Etikettenpr\u00fcfung"},"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\/de\/\" data-type=\"page\" data-id=\"25\">Start<\/a> \/ <a href=\"https:\/\/marshallai.com\/de\/losungen\/\" data-type=\"page\" data-id=\"2395\">L\u00f6sungen<\/a> \/ Label inspection<\/p>\n\n\n\n<h1 class=\"gb-text mai-reveal mai-headline\"><strong><strong>Etikettenpr\u00fcfung<\/strong><\/strong><\/h1>\n\n\n\n<p class=\"wp-block-paragraph\">MarshallAI \u00fcberpr\u00fcft die Anwesenheit, Position, Druckqualit\u00e4t und Farbe der Etiketten auf jeder Einheit bei voller Liniengeschwindigkeit. Produkt-\/Artikelnummern\u00e4nderungen werden automatisch erkannt, ohne dass eine Umstellung zwischen Marken oder Chargen erforderlich ist.<\/p>\n\n\n\n<p class=\"gb-text\"><strong>Keine Weiterbildung zwischen den Chargen<\/strong><br>Eine neue SKU wird aktiv, und die Inspektion beginnt. Es sind keine Referenzbilder mehr erforderlich, keine Konfigurationsfenster m\u00fcssen neu programmiert werden.<\/p>\n\n\n\n<p class=\"gb-text\"><strong>Erkennt subtile Druckfehler<\/strong><br>Flecken, Farbver\u00e4nderungen, fehlende Designelemente sowie verzerrte oder unordentliche Etiketten.<\/p>\n\n\n\n<p class=\"gb-text\"><strong>99,99995%-ige Erkennungsgenauigkeit<\/strong><br>Bei voller Liniengeschwindigkeit durchgef\u00fchrt.<\/p>\n\n\n\n<p class=\"gb-text\"><strong>2500+ Einheiten pro Minute<\/strong><br>Komplexer Inspektion mit voller Liniengeschwindigkeit. Die Leistung kann mit der Verarbeitungshardware skalieren werden.<\/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\">Verringern Sie R\u00fcckrufaktionen und Reklamationen<\/p>\n<\/div>\n\n\n\n<div class=\"mai-card-hero\">\n<p class=\"gb-text gb-text-efa7b782\">Sicherstellung der Compliance in allen M\u00e4rkten<\/p>\n<\/div>\n\n\n\n<div class=\"mai-card-hero\">\n<p class=\"gb-text gb-text-9d2a90a2\">Verwenden Sie nicht die Funktion \u201eHold-For-Inspect\u201c (HFI)<\/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\/de\/kontakt\/\">Ein Angebot anfordern<\/a>\n<\/div>\n<\/div>\n\n\n\n<div>\n<figure data-wp-context=\"{&quot;imageId&quot;:&quot;6aee19954c250&quot;}\" data-wp-interactive=\"core\/image\" data-wp-key=\"6aee19954c250\" 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\">Vertraut von<\/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=\"Treffen Sie MarshallAI auf der BrauBeviale 2026\">\n  <div class=\"mai-bb-banner__inner\">\n    <div class=\"mai-bb-banner__copy\">\n      <p class=\"mai-bb-banner__eyebrow\">MarshallAI \/ Live bei der BrauBeviale<\/p>\n      <h2 class=\"mai-bb-banner__title\">Treffen Sie uns bei<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. November 2026<\/time><\/span>\n        <span class=\"mai-bb-banner__location\">Halle 10 \u00b7 Stand 10-139<\/span>\n      <\/p>\n      <a class=\"mai-bb-banner__cta\" href=\"https:\/\/marshallai.com\/de\/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\">HALL 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=\"Sehen Sie sich die Grundrissansicht des Standes 10-139 an, \u00f6ffnet sich in einer neuen Registerkarte\">\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=\"Plan des Hallen 10 mit Stand 10-139 in gelb hervorgehoben.\" loading=\"lazy\" decoding=\"async\">\n          <span class=\"mai-bb-banner__caption\"><span>Finden Sie uns in Halle 10<\/span><span>Vergr\u00f6\u00dfern des Grundrisses \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\">What Can Go Wrong With a Label<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">A label failure can occur due to several reasons:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Presence and placement.<\/strong> A missing label, or one applied askew, upside down, or in the wrong position, reaches the point of sale looking unfinished or wrong.<\/li>\n\n\n\n<li><strong>Print quality.<\/strong> Smudged ink, low-contrast printing, creases, tears, and missing design elements degrade both readability and shelf appeal.<\/li>\n\n\n\n<li><strong>Color and brand accuracy.<\/strong> A label printed with the wrong color, or a print run that drifts from the approved reference over time, breaks brand consistency at the exact moment a customer is deciding to buy.<\/li>\n\n\n\n<li><strong>Content accuracy.<\/strong> Best-before dates, batch codes, and barcodes that are unreadable, incorrect, or missing create compliance and traceability problems long after the product has left the plant.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">Any one of these can become a hold-for-inspection situation or worse yet; a regulatory or recall issue.<\/p>\n<\/div>\n\n\n\n<figure data-wp-context=\"{&quot;imageId&quot;:&quot;6aee199553238&quot;}\" data-wp-interactive=\"core\/image\" data-wp-key=\"6aee199553238\" 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\">How MarshallAI Verifies Labels<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">MarshallAI checks a label the way a person would \u2014 for what&#8217;s actually wrong with it, not just how far its pixels drift from a stored reference \u2014 using our advanced <a href=\"https:\/\/marshallai.com\/de\/plattform\/\" data-type=\"page\" data-id=\"988\">AFSA-Plattform<\/a>.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>No retraining on brand or packaging changes.<\/strong> Every SKU your line runs is already known to the model. When a changeover happens, inspection continues without a retraining step or a new set of reference images to capture. <\/li>\n\n\n\n<li><strong>Tunable tolerance.<\/strong> The system can distinguish a meaningful defect from a passable cosmetic variation.<\/li>\n\n\n\n<li><strong>Print, color, and content in one pass.<\/strong> Label presence and position, print quality, color verification, and OCR of best-before dates, batch codes, 1D barcodes, and 2D codes (DataMatrix, QR) all run as part of the same inspection sequence. <\/li>\n\n\n\n<li><strong>Millisecond latency edge processing.<\/strong> Inspection runs entirely on-site, next to the line, keeping pace with full production speed.<\/li>\n<\/ul>\n<\/div>\n\n\n\n<figure data-wp-context=\"{&quot;imageId&quot;:&quot;6aee199554ecd&quot;}\" data-wp-interactive=\"core\/image\" data-wp-key=\"6aee199554ecd\" 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\">Fallstudien<\/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\/de\/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\/de\/case-study\/taerosol-automated-qa-in-high-mix-manufacturing\/\">Qualit\u00e4tskontrolle in einer hochmixigen Fertigung meistern: Schnelle Umr\u00fcstungen und &gt;99%-ige Genauigkeit bei Taerosol<\/a><\/span>\n\n\n\n<div>\n<p class=\"gb-text mai-card-article-text\">Die Auftragsfertigung und die h\u00e4ufigen Produktwechsel bedeuteten fr\u00fcher eine st\u00e4ndige Herausforderung bei der Bew\u00e4ltigung von Qualit\u00e4tssicherungsengp\u00e4ssen. Entdecken Sie, wie Taerosol seine Kosmetiklinie mit einem schnell anpassungsf\u00e4higen KI-System ausgestattet hat, das \u00fcber 99 % der komplexen Etiketten- und Verpackungsfehler erkennt.<\/p>\n<\/div>\n\n\n\n<div class=\"gb-element-62fba4e0\">\n<p class=\"gb-text mai-article-card-tag\"><span>Kosmetische Produktion<\/span> <span>Qualit\u00e4tskontrolle<\/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\/de\/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\/de\/case-study\/eliminating-rogue-cans-high-speed-edge-ai-qa-in-beverage-manufacturing\/\">Rogue-Kanister eliminieren: Hochgeschwindigkeits-QA in der Getr\u00e4nkeherstellung<\/a><\/span>\n\n\n\n<div>\n<p class=\"gb-text mai-card-article-text\">Ein globaler Getr\u00e4nkehersteller hat 15 Jahre lang versucht, \u201cverr\u00fcckte Dosen\u201d auf seinen Hochgeschwindigkeits-F\u00fcllanlagen zuverl\u00e4ssig zu erkennen. Entdecken Sie, wie MarshallAI ein Edge-Vision-System mit minimaler Latenz einsetzte, um 2.500 Dosen pro Minute zu inspizieren und so unzureichende Produkte sowie kostspielige mechanische St\u00f6rungen mit nahezu perfekter Pr\u00e4zision zu verhindern.<\/p>\n<\/div>\n\n\n\n<div class=\"gb-element-62fba4e0\">\n<p class=\"gb-text mai-article-card-tag\"><span>Getr\u00e4nkeindustrie<\/span> <span>Qualit\u00e4tskontrolle<\/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\">Fragen &amp; Antworten<\/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>Does MarshallAI need to be retrained when we introduce a new label or packaging design?<\/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\">No. Every SKU is already modeled in advance, so a new design is recognized and inspected from the first unit \u2014 there&#8217;s no retraining step or downtime while the system learns it.<\/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>What happens when a faulty label is detected?<\/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\">Wir k\u00f6nnen eine Warnmeldung ausstellen, die Linie stoppen oder mit einem Ablehnungsmechanismus integrieren. Zeitgest\u00fctzte Statistiken werden au\u00dferdem f\u00fcr Gesamtprodukte und fehlerhafte Produkte zur OEE-Optimierung und zur Ursachenanalyse bereitgestellt.<\/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>Can it tell two labels apart that only differ by one small detail?<\/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\">Yes. The system verifies a label&#8217;s full identity and print quality rather than comparing against a single similarity threshold, so it catches differences that a coarser pattern-match would treat as acceptable.<\/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>Does it read barcodes and 2D codes on labels?<\/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\">Yes, 1D barcodes and 2D codes such as DataMatrix and QR are read and verified in the same pass as the rest of the label.<\/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>Verlassen die Inspektionsdaten unsere Anlage?<\/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\">No. Processing runs entirely on-site. Label images and production data stay on your network.<\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>","protected":false},"excerpt":{"rendered":"<p>Etikettenpr\u00fcfung f\u00fcr Getr\u00e4nke- und Verpackungslinien. \u00dcberpr\u00fcfen Sie die Anwesenheit, Position, Druckqualit\u00e4t und Farbe der Etiketten bei einer Geschwindigkeit von \u00fcber 2.500 Einheiten pro Minute, ohne dass eine Schulung zwischen den Marken oder Chargen erforderlich ist.<\/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\/de\/wp-json\/wp\/v2\/solution\/3416","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/marshallai.com\/de\/wp-json\/wp\/v2\/solution"}],"about":[{"href":"https:\/\/marshallai.com\/de\/wp-json\/wp\/v2\/types\/solution"}],"version-history":[{"count":15,"href":"https:\/\/marshallai.com\/de\/wp-json\/wp\/v2\/solution\/3416\/revisions"}],"predecessor-version":[{"id":4382,"href":"https:\/\/marshallai.com\/de\/wp-json\/wp\/v2\/solution\/3416\/revisions\/4382"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/marshallai.com\/de\/wp-json\/wp\/v2\/media\/2756"}],"wp:attachment":[{"href":"https:\/\/marshallai.com\/de\/wp-json\/wp\/v2\/media?parent=3416"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/marshallai.com\/de\/wp-json\/wp\/v2\/categories?post=3416"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/marshallai.com\/de\/wp-json\/wp\/v2\/tags?post=3416"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}