{"id":3994,"date":"2026-09-09T11:56:45","date_gmt":"2026-09-09T08:56:45","guid":{"rendered":"https:\/\/marshallai.com\/?post_type=solution&#038;p=3994"},"modified":"2026-09-29T12:42:35","modified_gmt":"2026-09-29T09:42:35","slug":"kontrolle-des-lots-und-des-datumscodes","status":"publish","type":"solution","link":"https:\/\/marshallai.com\/de\/solution\/lot-and-date-code-inspection\/","title":{"rendered":"Kontrolle des Lot- und Datumscodes"},"content":{"rendered":"<div class=\"mai-section gb-element-ac1618c9\">\n<div class=\"mai-container_inner-content\">\n<div class=\"gb-element-a345e114\">\n<div class=\"gb-element-305517d4 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> \/ Lot and date code inspection<\/p>\n\n\n\n<h1 class=\"gb-text mai-reveal mai-headline\"><strong>Kontrolle des Lot- und Datumscodes<\/strong><\/h1>\n\n\n\n<h2 class=\"wp-block-heading\">Lesen und verifizieren Sie die Lotnummern, die Verfallsdaten und die Etiketten mit der Haltbarkeitsangabe.<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Lesen und verifizieren Sie automatisch die Verfallsdaten, die G\u00fcltigkeitsfristen und die Chargennummern bei voller Produktionsgeschwindigkeit \u2013 selbst auf gekr\u00fcmmten, reflektierenden oder schwer lesbaren Verpackungen.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">MarshallAI kombiniert OCR mit KI und Produktionskonformen Datentest, um fehlerhafte, unlesbare und ung\u00fcltige Codes zu erkennen, bevor die Produkte Ihre Linie verlassen.<\/p>\n\n\n\n<div>\n<div class=\"gb-element-099c226b\">\n<div class=\"mai-card-hero\">\n<p class=\"gb-text gb-text-4c7670b9\">Inspektion bei voller Liniengeschwindigkeit<\/p>\n<\/div>\n\n\n\n<div class=\"mai-card-hero\">\n<p class=\"gb-text gb-text-4db3ef0e\">Alle datenbezogenen Fehler erkennen und korrigieren<\/p>\n<\/div>\n\n\n\n<div class=\"mai-card-hero\">\n<p class=\"gb-text gb-text-6e77dfa4\">Automatischer Wechsel zwischen den SKU-Varianten<\/p>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"gb-element-8232a520\">\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;6aee1995361c7&quot;}\" data-wp-interactive=\"core\/image\" data-wp-key=\"6aee1995361c7\" class=\"wp-block-image size-full wp-lightbox-container\"><img loading=\"lazy\" decoding=\"async\" width=\"1502\" height=\"510\" 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\" 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data-wp-interactive=\"core\/image\" data-wp-key=\"6aee19953a307\" class=\"wp-block-image size-full wp-lightbox-container\"><img loading=\"lazy\" decoding=\"async\" width=\"1059\" height=\"562\" 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_bb-date_beverage_analyzed_P1043320-crop2.webp\" alt=\"\" class=\"wp-image-4324\" srcset=\"https:\/\/marshallai.com\/wp-content\/uploads\/2026\/09\/MarshallAI_bb-date_beverage_analyzed_P1043320-crop2.webp 1059w, https:\/\/marshallai.com\/wp-content\/uploads\/2026\/09\/MarshallAI_bb-date_beverage_analyzed_P1043320-crop2-500x265.webp 500w, https:\/\/marshallai.com\/wp-content\/uploads\/2026\/09\/MarshallAI_bb-date_beverage_analyzed_P1043320-crop2-768x408.webp 768w, https:\/\/marshallai.com\/wp-content\/uploads\/2026\/09\/MarshallAI_bb-date_beverage_analyzed_P1043320-crop2-18x10.webp 18w\" sizes=\"auto, (max-width: 1059px) 100vw, 1059px\" \/><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 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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; 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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 gb-element-a7cd9bbe\">\n<div class=\"gbp-section__inner gb-element-32ffddf5\">\n<div class=\"gb-element-7c2f1edf\">\n<div class=\"gb-element-0464bd58\">\n<div class=\"gb-element-1454bf89\">\n<div class=\"gb-text gb-text-55287872\">Lot and Date Code inspection station<\/div>\n\n\n\n<p class=\"gb-text gb-text-8b87b7fe\"><strong>System includes:<\/strong><\/p>\n<\/div>\n<\/div>\n\n\n\n<div class=\"gb-element-2eb97b48\">\n<p class=\"gb-text gb-text-ce6f22c6\"><strong>Software<\/strong><\/p>\n\n\n\n<div class=\"gb-accordion gb-accordion-3f13fcd4\" data-transition=\"slide\" data-accordion-multiple-open=\"true\">\n<div class=\"gb-accordion__item gb-accordion__item-fb60a179\">\n<div role=\"button\" tabindex=\"0\" class=\"gb-accordion__toggle gb-accordion__toggle-be950a22\" id=\"gb-accordion-toggle-be950a22\">\n<span class=\"gb-text-cf11c9e2\"><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=\"M173.898 439.404l-166.4-166.4c-9.997-9.997-9.997-26.206 0-36.204l36.203-36.204c9.997-9.998 26.207-9.998 36.204 0L192 312.69 432.095 72.596c9.997-9.997 26.207-9.997 36.204 0l36.203 36.204c9.997 9.997 9.997 26.206 0 36.204l-294.4 294.401c-9.998 9.997-26.207 9.997-36.204-.001z\"><\/path><\/svg><\/span><span class=\"gb-text\">AFSA software<\/span><\/span>\n\n\n\n<span class=\"gb-accordion__toggle-icon gb-accordion__toggle-icon-c666f852\"><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-44646828\">\n<div class=\"gb-element-a8c5b79b\">\n<p class=\"gb-text mai-accordion-text2\">Deep learning platform. Annotation, model training, evaluation and analytics.<\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<p class=\"gb-text gb-text-d70a0498\"><strong>Hardware<\/strong><\/p>\n\n\n\n<div class=\"gb-accordion gb-accordion-306018ff\" data-transition=\"slide\" data-accordion-multiple-open=\"true\">\n<div class=\"gb-accordion__item gb-accordion__item-5e383bec\">\n<div role=\"button\" tabindex=\"0\" class=\"gb-accordion__toggle gb-accordion__toggle-3b0d1bd2\" id=\"gb-accordion-toggle-3b0d1bd2\">\n<span class=\"gb-text-a3a26980\"><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=\"M173.898 439.404l-166.4-166.4c-9.997-9.997-9.997-26.206 0-36.204l36.203-36.204c9.997-9.998 26.207-9.998 36.204 0L192 312.69 432.095 72.596c9.997-9.997 26.207-9.997 36.204 0l36.203 36.204c9.997 9.997 9.997 26.206 0 36.204l-294.4 294.401c-9.998 9.997-26.207 9.997-36.204-.001z\"><\/path><\/svg><\/span><span class=\"gb-text\">Rigging<\/span><\/span>\n\n\n\n<span class=\"gb-accordion__toggle-icon gb-accordion__toggle-icon-d2f2a8ae\"><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-81a7920b\">\n<div class=\"gb-element-1474a770\">\n<p class=\"gb-text mai-accordion-text2\">All necessary mounts, supports, rigging and cabling.<\/p>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"gb-accordion__item gb-accordion__item-5c852304\">\n<div role=\"button\" tabindex=\"0\" class=\"gb-accordion__toggle gb-accordion__toggle-f63d125b\" id=\"gb-accordion-toggle-f63d125b\">\n<span class=\"gb-text-a242085b\"><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=\"M173.898 439.404l-166.4-166.4c-9.997-9.997-9.997-26.206 0-36.204l36.203-36.204c9.997-9.998 26.207-9.998 36.204 0L192 312.69 432.095 72.596c9.997-9.997 26.207-9.997 36.204 0l36.203 36.204c9.997 9.997 9.997 26.206 0 36.204l-294.4 294.401c-9.998 9.997-26.207 9.997-36.204-.001z\"><\/path><\/svg><\/span><span class=\"gb-text\">Processing hardware<\/span><\/span>\n\n\n\n<span class=\"gb-accordion__toggle-icon gb-accordion__toggle-icon-5d39a15a\"><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-6bbcc4f8\">\n<div class=\"gb-element-43c8cd7b\">\n<p class=\"gb-text mai-accordion-text2\">IP protected edge processing hardware and installation.<\/p>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"gb-accordion__item gb-accordion__item-149d9060\">\n<div role=\"button\" tabindex=\"0\" class=\"gb-accordion__toggle gb-accordion__toggle-d48336cd\" id=\"gb-accordion-toggle-d48336cd\">\n<span class=\"gb-text-3cb18353\"><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=\"M173.898 439.404l-166.4-166.4c-9.997-9.997-9.997-26.206 0-36.204l36.203-36.204c9.997-9.998 26.207-9.998 36.204 0L192 312.69 432.095 72.596c9.997-9.997 26.207-9.997 36.204 0l36.203 36.204c9.997 9.997 9.997 26.206 0 36.204l-294.4 294.401c-9.998 9.997-26.207 9.997-36.204-.001z\"><\/path><\/svg><\/span><span class=\"gb-text\">Cameras &amp; lighting<\/span><\/span>\n\n\n\n<span class=\"gb-accordion__toggle-icon gb-accordion__toggle-icon-50174a8c\"><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-c70a2d3f\">\n<div class=\"gb-element-5793f582\">\n<p class=\"gb-text mai-accordion-text2\">2 cameras collect a 360 degree view of the can.<\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<p class=\"gb-text gb-text-006c811f\"><strong>Einsatz<\/strong><\/p>\n\n\n\n<div class=\"gb-accordion gb-accordion-04b1327d\" data-transition=\"slide\" data-accordion-multiple-open=\"true\">\n<div class=\"gb-accordion__item gb-accordion__item-a7e5f222\">\n<div role=\"button\" tabindex=\"0\" class=\"gb-accordion__toggle gb-accordion__toggle-2c3bdbc9\" id=\"gb-accordion-toggle-2c3bdbc9\">\n<span class=\"gb-text-a6eb36f3\"><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=\"M173.898 439.404l-166.4-166.4c-9.997-9.997-9.997-26.206 0-36.204l36.203-36.204c9.997-9.998 26.207-9.998 36.204 0L192 312.69 432.095 72.596c9.997-9.997 26.207-9.997 36.204 0l36.203 36.204c9.997 9.997 9.997 26.206 0 36.204l-294.4 294.401c-9.998 9.997-26.207 9.997-36.204-.001z\"><\/path><\/svg><\/span><span class=\"gb-text\">Data collection &amp; model development<\/span><\/span>\n\n\n\n<span class=\"gb-accordion__toggle-icon gb-accordion__toggle-icon-a1f1a473\"><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-f97b4c43\">\n<div class=\"gb-element-7868d0e1\">\n<p class=\"gb-text mai-accordion-text2\">Collection of on-site training data and model training.<\/p>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"gb-accordion__item gb-accordion__item-df8b38e2\">\n<div role=\"button\" tabindex=\"0\" class=\"gb-accordion__toggle gb-accordion__toggle-18695133\" id=\"gb-accordion-toggle-18695133\">\n<span class=\"gb-text-f8c00d50\"><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=\"M173.898 439.404l-166.4-166.4c-9.997-9.997-9.997-26.206 0-36.204l36.203-36.204c9.997-9.998 26.207-9.998 36.204 0L192 312.69 432.095 72.596c9.997-9.997 26.207-9.997 36.204 0l36.203 36.204c9.997 9.997 9.997 26.206 0 36.204l-294.4 294.401c-9.998 9.997-26.207 9.997-36.204-.001z\"><\/path><\/svg><\/span><span class=\"gb-text\">Model evaluation &amp; validation<\/span><\/span>\n\n\n\n<span class=\"gb-accordion__toggle-icon gb-accordion__toggle-icon-8c79233f\"><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-dd11853a\">\n<div class=\"gb-element-523308b3\">\n<p class=\"gb-text mai-accordion-text2\">Evaluate and refine the model until all agreed KPIs are achieved.<\/p>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"gb-accordion__item gb-accordion__item-dd182ba1\">\n<div role=\"button\" tabindex=\"0\" class=\"gb-accordion__toggle gb-accordion__toggle-f62de8e2\" id=\"gb-accordion-toggle-f62de8e2\">\n<span class=\"gb-text-027f6f5d\"><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=\"M173.898 439.404l-166.4-166.4c-9.997-9.997-9.997-26.206 0-36.204l36.203-36.204c9.997-9.998 26.207-9.998 36.204 0L192 312.69 432.095 72.596c9.997-9.997 26.207-9.997 36.204 0l36.203 36.204c9.997 9.997 9.997 26.206 0 36.204l-294.4 294.401c-9.998 9.997-26.207 9.997-36.204-.001z\"><\/path><\/svg><\/span><span class=\"gb-text\">Integration<\/span><\/span>\n\n\n\n<span class=\"gb-accordion__toggle-icon gb-accordion__toggle-icon-9b3be3fa\"><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-1de65f9b\">\n<div class=\"gb-element-1172e8ec\">\n<p class=\"gb-text mai-accordion-text2\">Integrate with your rejection, PLC, SEM and ERP systems.<\/p>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"gb-accordion__item gb-accordion__item-e44a877c\">\n<div role=\"button\" tabindex=\"0\" class=\"gb-accordion__toggle gb-accordion__toggle-1025f9aa\" id=\"gb-accordion-toggle-1025f9aa\">\n<span class=\"gb-text-bd30c70d\"><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=\"M173.898 439.404l-166.4-166.4c-9.997-9.997-9.997-26.206 0-36.204l36.203-36.204c9.997-9.998 26.207-9.998 36.204 0L192 312.69 432.095 72.596c9.997-9.997 26.207-9.997 36.204 0l36.203 36.204c9.997 9.997 9.997 26.206 0 36.204l-294.4 294.401c-9.998 9.997-26.207 9.997-36.204-.001z\"><\/path><\/svg><\/span><span class=\"gb-text\">Installation and rigging<\/span><\/span>\n\n\n\n<span class=\"gb-accordion__toggle-icon gb-accordion__toggle-icon-872a3c19\"><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-4695421f\">\n<div class=\"gb-element-612db249\">\n<p class=\"gb-text mai-accordion-text2\">Hardware scoping and installation.<\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<p class=\"gb-text gb-text-9d8c7e3c\"><strong>Support<\/strong><\/p>\n\n\n\n<div class=\"gb-accordion\" data-transition=\"slide\" data-accordion-multiple-open=\"true\">\n<div class=\"gb-accordion__item gb-accordion__item-d7735b99\">\n<div role=\"button\" tabindex=\"0\" class=\"gb-accordion__toggle gb-accordion__toggle-574dbbfb\" id=\"gb-accordion-toggle-574dbbfb\">\n<span class=\"gb-text-ddb80402\"><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=\"M173.898 439.404l-166.4-166.4c-9.997-9.997-9.997-26.206 0-36.204l36.203-36.204c9.997-9.998 26.207-9.998 36.204 0L192 312.69 432.095 72.596c9.997-9.997 26.207-9.997 36.204 0l36.203 36.204c9.997 9.997 9.997 26.206 0 36.204l-294.4 294.401c-9.998 9.997-26.207 9.997-36.204-.001z\"><\/path><\/svg><\/span><span class=\"gb-text\">Support<\/span><\/span>\n\n\n\n<span class=\"gb-accordion__toggle-icon gb-accordion__toggle-icon-2fb5579e\"><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-e46e6931\">\n<div class=\"gb-element-073b0c4e\">\n<p class=\"gb-text mai-accordion-text2\">On-site service and support for the system.<\/p>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"gb-accordion__item gb-accordion__item-79cb5113\">\n<div role=\"button\" tabindex=\"0\" class=\"gb-accordion__toggle gb-accordion__toggle-3fc2dec8\" id=\"gb-accordion-toggle-3fc2dec8\">\n<span class=\"gb-text-22f85e64\"><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=\"M173.898 439.404l-166.4-166.4c-9.997-9.997-9.997-26.206 0-36.204l36.203-36.204c9.997-9.998 26.207-9.998 36.204 0L192 312.69 432.095 72.596c9.997-9.997 26.207-9.997 36.204 0l36.203 36.204c9.997 9.997 9.997 26.206 0 36.204l-294.4 294.401c-9.998 9.997-26.207 9.997-36.204-.001z\"><\/path><\/svg><\/span><span class=\"gb-text\">Monitoring<\/span><\/span>\n\n\n\n<span class=\"gb-accordion__toggle-icon gb-accordion__toggle-icon-a179ac80\"><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-4ef5aa79\">\n<div class=\"gb-element-323ba088\">\n<p class=\"gb-text mai-accordion-text2\">Remote monitoring and troubleshooting when necessary.<\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<a class=\"gb-text-c56ddf8a\" href=\"https:\/\/marshallai.com\/de\/kontakt\/\"><span class=\"gb-text\">Bitten Sie um eine Demo<\/span><span class=\"gb-shape\"><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewbox=\"0 0 256 256\" fill=\"currentColor\"><path d=\"M218.83,130.83l-72,72a4,4,0,0,1-5.66-5.66L206.34,132H40a4,4,0,0,1,0-8H206.34L141.17,58.83a4,4,0,0,1,5.66-5.66l72,72A4,4,0,0,1,218.83,130.83Z\"><\/path><\/svg><\/span><\/a>\n<\/div>\n<\/div>\n\n\n\n<div class=\"mai-reveal\">\n<figure data-wp-context=\"{&quot;imageId&quot;:&quot;6aee199551800&quot;}\" data-wp-interactive=\"core\/image\" data-wp-key=\"6aee199551800\" class=\"wp-block-image size-full wp-lightbox-container\"><img loading=\"lazy\" decoding=\"async\" width=\"1920\" height=\"1080\" 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_bb-inspection-3d.webp\" alt=\"\" class=\"wp-image-4313\" srcset=\"https:\/\/marshallai.com\/wp-content\/uploads\/2026\/09\/MarshallAI_beverage_bb-inspection-3d.webp 1920w, https:\/\/marshallai.com\/wp-content\/uploads\/2026\/09\/MarshallAI_beverage_bb-inspection-3d-500x281.webp 500w, https:\/\/marshallai.com\/wp-content\/uploads\/2026\/09\/MarshallAI_beverage_bb-inspection-3d-768x432.webp 768w, https:\/\/marshallai.com\/wp-content\/uploads\/2026\/09\/MarshallAI_beverage_bb-inspection-3d-1536x864.webp 1536w, https:\/\/marshallai.com\/wp-content\/uploads\/2026\/09\/MarshallAI_beverage_bb-inspection-3d-18x10.webp 18w\" sizes=\"auto, (max-width: 1920px) 100vw, 1920px\" \/><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\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 mai-reveal mai-headline\">Every product gets the date it should have<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">A best-before date can be printed perfectly and still be wrong.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>The wrong month.<\/li>\n\n\n\n<li>The wrong year.<\/li>\n\n\n\n<li>A date from the previous production run.<\/li>\n\n\n\n<li>An unreadable character.<\/li>\n\n\n\n<li>An impossible calendar date.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">MarshallAI doesn&#8217;t just look for text.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>It reads the code and checks whether it is correct.<\/strong><\/p>\n<\/div>\n\n\n\n<div>\n<figure data-wp-context=\"{&quot;imageId&quot;:&quot;6aee199555947&quot;}\" data-wp-interactive=\"core\/image\" data-wp-key=\"6aee199555947\" class=\"wp-block-image size-full wp-lightbox-container\"><img loading=\"lazy\" decoding=\"async\" width=\"1920\" height=\"1280\" 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_bb-date_beverage_analyzed_P1043322.webp\" alt=\"\" class=\"wp-image-4317\" srcset=\"https:\/\/marshallai.com\/wp-content\/uploads\/2026\/09\/MarshallAI_bb-date_beverage_analyzed_P1043322.webp 1920w, https:\/\/marshallai.com\/wp-content\/uploads\/2026\/09\/MarshallAI_bb-date_beverage_analyzed_P1043322-500x333.webp 500w, https:\/\/marshallai.com\/wp-content\/uploads\/2026\/09\/MarshallAI_bb-date_beverage_analyzed_P1043322-1620x1080.webp 1620w, https:\/\/marshallai.com\/wp-content\/uploads\/2026\/09\/MarshallAI_bb-date_beverage_analyzed_P1043322-768x512.webp 768w, https:\/\/marshallai.com\/wp-content\/uploads\/2026\/09\/MarshallAI_bb-date_beverage_analyzed_P1043322-1536x1024.webp 1536w, https:\/\/marshallai.com\/wp-content\/uploads\/2026\/09\/MarshallAI_bb-date_beverage_analyzed_P1043322-18x12.webp 18w\" sizes=\"auto, (max-width: 1920px) 100vw, 1920px\" \/><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\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\">What MarshallAI checks<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Best-before and expiry dates<br><\/strong>Read printed dates automatically and verify them against the expected production and shelf-life parameters.<\/li>\n\n\n\n<li><strong>Batch and lot codes<br><\/strong>Read and verify batch numbers, lot codes and other production identifiers at line speed.<\/li>\n\n\n\n<li><strong>Date format<br><\/strong>Check that the printed date follows the expected format \u2014 for example:<br><strong>DD.MM.YYYY<\/strong><br><strong>MM\/YYYY<\/strong><br><strong>BEST BEFORE 12\/2027<\/strong><\/li>\n\n\n\n<li><strong>Calendar validity<br><\/strong>Detect impossible dates and invalid values before they reach the customer.<\/li>\n\n\n\n<li><strong>Shelf-life validation<br><\/strong>Compare the printed best-before date against the production date and expected shelf life.<\/li>\n\n\n\n<li><strong>Print quality<br><\/strong>Detect missing, incomplete, distorted or unreadable characters before the product leaves the line.<\/li>\n<\/ul>\n<\/div>\n\n\n\n<div>\n<figure data-wp-context=\"{&quot;imageId&quot;:&quot;6aee199558cff&quot;}\" data-wp-interactive=\"core\/image\" data-wp-key=\"6aee199558cff\" class=\"wp-block-image size-full wp-lightbox-container\"><img loading=\"lazy\" decoding=\"async\" width=\"1920\" height=\"1535\" 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_bb-date_bottle_analyzed_P1043348-crop.webp\" alt=\"\" class=\"wp-image-4329\" srcset=\"https:\/\/marshallai.com\/wp-content\/uploads\/2026\/09\/MarshallAI_bb-date_bottle_analyzed_P1043348-crop.webp 1920w, 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-1351x1080.webp 1351w, 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\" sizes=\"auto, (max-width: 1920px) 100vw, 1920px\" \/><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\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<figure data-wp-context=\"{&quot;imageId&quot;:&quot;6aee19955b971&quot;}\" data-wp-interactive=\"core\/image\" data-wp-key=\"6aee19955b971\" class=\"wp-block-image size-full wp-lightbox-container\"><img loading=\"lazy\" decoding=\"async\" width=\"1920\" height=\"1157\" 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_bb-date_cosmetics_analyzed_P1043293-crop.webp\" alt=\"\" class=\"wp-image-4322\" srcset=\"https:\/\/marshallai.com\/wp-content\/uploads\/2026\/09\/MarshallAI_bb-date_cosmetics_analyzed_P1043293-crop.webp 1920w, https:\/\/marshallai.com\/wp-content\/uploads\/2026\/09\/MarshallAI_bb-date_cosmetics_analyzed_P1043293-crop-500x301.webp 500w, https:\/\/marshallai.com\/wp-content\/uploads\/2026\/09\/MarshallAI_bb-date_cosmetics_analyzed_P1043293-crop-1792x1080.webp 1792w, https:\/\/marshallai.com\/wp-content\/uploads\/2026\/09\/MarshallAI_bb-date_cosmetics_analyzed_P1043293-crop-768x463.webp 768w, https:\/\/marshallai.com\/wp-content\/uploads\/2026\/09\/MarshallAI_bb-date_cosmetics_analyzed_P1043293-crop-1536x926.webp 1536w, https:\/\/marshallai.com\/wp-content\/uploads\/2026\/09\/MarshallAI_bb-date_cosmetics_analyzed_P1043293-crop-18x12.webp 18w\" sizes=\"auto, (max-width: 1920px) 100vw, 1920px\" \/><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\n\n\n<div class=\"mai-section\">\n<div class=\"mai-container_inner-content\">\n<div class=\"gb-element-ef74e1b5\">\n<div class=\"gb-element-19e967e7\">\n<h2 class=\"gb-text gbp-section__headline mai-reveal mai-headline\">Accurate read from almost any surface or product<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Best-before codes are rarely printed under laboratory conditions.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">MarshallAI inspects best-before codes from:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Curved aluminium cans<\/li>\n\n\n\n<li>Reflective metal<\/li>\n\n\n\n<li>Glass bottles<\/li>\n\n\n\n<li>PET packaging<\/li>\n\n\n\n<li>Labels and sleeves<\/li>\n\n\n\n<li>Low-contrast surfaces<\/li>\n\n\n\n<li>Uneven or distorted print<\/li>\n\n\n\n<li>High-speed moving products<\/li>\n<\/ul>\n<\/div>\n\n\n\n<div class=\"gb-element-39d1f806\">\n<h2 class=\"gb-text gbp-section__headline mai-reveal mai-headline\">Automatic SKU changeover<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">MarshallAI can automatically identify the current product or SKU and apply the correct inspection criteria without requiring an operator to manually reconfigure the inspection program between every changeover.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>New SKU \u2192 Correct inspection rules \u2192 Immediate verification<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">No manual adjustment or fine tuning.<\/p>\n<\/div>\n\n\n\n<div class=\"gb-element-fd94d6ca\">\n<h2 class=\"gb-text gbp-section__headline mai-reveal mai-headline\">One inspection platform. More than just dates.<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">The same vision system can be extended to other inspections on your line.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Best-before dates<\/li>\n\n\n\n<li>Batch &amp; lot codes<\/li>\n\n\n\n<li>SKU identity<\/li>\n\n\n\n<li>Print quality<\/li>\n\n\n\n<li>Barcodes &amp; QR codes<\/li>\n\n\n\n<li><a href=\"https:\/\/marshallai.com\/de\/losung\/etikettenprufung\/\" data-type=\"solution\" data-id=\"3416\">Labels<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/marshallai.com\/de\/losung\/rogue-erkennung\/\" data-type=\"solution\" data-id=\"3418\">Foreign \/ rogue products<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/marshallai.com\/de\/losung\/automatischer-optischer-inspektor-aoi\/\" data-type=\"solution\" data-id=\"3042\">Packaging defects<\/a><\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">Start with one inspection task, see the results and expand as your quality requirements grow.<\/p>\n<\/div>\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-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>Can you verify whether a best-before date is actually correct?<\/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\">Yes. MarshallAI can do more than read the characters. The system can validate the date against predefined production rules, including date format, calendar validity, production time and expected shelf life.<\/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 best before \/ expiry date 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<\/div>\n<\/div>\n<\/div>","protected":false},"excerpt":{"rendered":"<p>Lesen und verifizieren Sie automatisch die Verfallsdaten, die G\u00fcltigkeitsfristen und die Chargennummern bei voller Produktionsgeschwindigkeit \u2013 selbst auf gekr\u00fcmmten, reflektierenden oder schwer lesbaren Verpackungen.<\/p>","protected":false},"featured_media":2629,"template":"","meta":{"content-type":"","footnotes":""},"categories":[58,89,45],"tags":[],"class_list":["post-3994","solution","type-solution","status-publish","has-post-thumbnail","hentry","category-beverage-industry","category-cosmetic-manufacturing","category-manufacturing"],"_links":{"self":[{"href":"https:\/\/marshallai.com\/de\/wp-json\/wp\/v2\/solution\/3994","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\/3994\/revisions"}],"predecessor-version":[{"id":4548,"href":"https:\/\/marshallai.com\/de\/wp-json\/wp\/v2\/solution\/3994\/revisions\/4548"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/marshallai.com\/de\/wp-json\/wp\/v2\/media\/2629"}],"wp:attachment":[{"href":"https:\/\/marshallai.com\/de\/wp-json\/wp\/v2\/media?parent=3994"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/marshallai.com\/de\/wp-json\/wp\/v2\/categories?post=3994"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/marshallai.com\/de\/wp-json\/wp\/v2\/tags?post=3994"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}