{"id":3370,"date":"2026-08-20T12:03:32","date_gmt":"2026-08-20T09:03:32","guid":{"rendered":"https:\/\/marshallai.com\/?page_id=3370"},"modified":"2026-09-04T16:24:48","modified_gmt":"2026-09-04T13:24:48","slug":"beverage-and-drink-manufacturing","status":"publish","type":"page","link":"https:\/\/marshallai.com\/fi\/industries\/beverage-and-drink-manufacturing\/","title":{"rendered":"Beverage and drink manufacturing"},"content":{"rendered":"<div class=\"mai-section gb-element-7c77d488 first-section\">\n<div class=\"mai-container_inner-content gb-element-3c142d71\">\n<div class=\"gb-element-3ef954b0 mai-reveal\">\n<div class=\"gb-element-5b2eb2c1\"><nav style=\"--separator: &quot;\/&quot;\" class=\"wp-block-breadcrumbs\" aria-label=\"Murupolku\"><ol><li><a href=\"https:\/\/marshallai.com\/fi\/\">Etusivu<\/a><\/li><li><a href=\"https:\/\/marshallai.com\/fi\/industries\/\">Industries<\/a><\/li><li><span aria-current=\"page\">Beverage and drink manufacturing<\/span><\/li><\/ol><\/nav><\/div>\n\n\n\n<h1 class=\"gb-text mai-headline\">Optical inspection and defect detection for cans, glass bottles and PET bottles<\/h1>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Empty or filled beverages in cans, glass bottles and PET bottles. <\/li>\n\n\n\n<li>Rates of up to 150 000 units per hour. <\/li>\n\n\n\n<li>Automatic SKU changeover, no need to reconfigure the inspection program between SKUs.<\/li>\n\n\n\n<li>Detects rogue and foreign cans before they ship. <strong>Unique in the market<\/strong>.<\/li>\n\n\n\n<li>Compatible with standard production lines.<\/li>\n\n\n\n<li>Cost effective compared to legacy solutions.<\/li>\n\n\n\n<li>Small inspection station takes less than 1 square meter of space.<\/li>\n<\/ul>\n\n\n\n<div class=\"gb-element-fe993c51\">\n<a class=\"gb-text gb-text-40ab59ad mai-btn-primary\" href=\"https:\/\/marshallai.com\/fi\/contact\/\">Request a quote<\/a>\n<\/div>\n<\/div>\n\n\n\n<div>\n<figure data-wp-context=\"{&quot;imageId&quot;:&quot;6a9b1dfd4bc10&quot;}\" data-wp-interactive=\"core\/image\" data-wp-key=\"6a9b1dfd4bc10\" class=\"wp-block-image size-large wp-lightbox-container\"><img loading=\"lazy\" decoding=\"async\" width=\"858\" height=\"900\" data-wp-class--hide=\"state.isContentHidden\" data-wp-class--show=\"state.isContentVisible\" data-wp-init=\"callbacks.setButtonStyles\" data-wp-on--click=\"actions.showLightbox\" data-wp-on--load=\"callbacks.setButtonStyles\" data-wp-on--pointerdown=\"actions.preloadImage\" data-wp-on--pointerenter=\"actions.preloadImageWithDelay\" data-wp-on--pointerleave=\"actions.cancelPreload\" data-wp-on-window--resize=\"callbacks.setButtonStyles\" src=\"https:\/\/marshallai.com\/wp-content\/uploads\/2026\/06\/MarshallAI_rigged-setup_example-1-858x900.webp\" alt=\"\" class=\"wp-image-2945\" srcset=\"https:\/\/marshallai.com\/wp-content\/uploads\/2026\/06\/MarshallAI_rigged-setup_example-1-858x900.webp 858w, https:\/\/marshallai.com\/wp-content\/uploads\/2026\/06\/MarshallAI_rigged-setup_example-1-476x500.webp 476w, https:\/\/marshallai.com\/wp-content\/uploads\/2026\/06\/MarshallAI_rigged-setup_example-1-768x806.webp 768w, https:\/\/marshallai.com\/wp-content\/uploads\/2026\/06\/MarshallAI_rigged-setup_example-1.webp 1313w\" sizes=\"auto, (max-width: 858px) 100vw, 858px\" \/><button\n\t\t\tclass=\"lightbox-trigger\"\n\t\t\ttype=\"button\"\n\t\t\taria-haspopup=\"dialog\"\n\t\t\tdata-wp-bind--aria-label=\"state.thisImage.triggerButtonAriaLabel\"\n\t\t\tdata-wp-init=\"callbacks.initTriggerButton\"\n\t\t\tdata-wp-on--click=\"actions.showLightbox\"\n\t\t\tdata-wp-style--right=\"state.thisImage.buttonRight\"\n\t\t\tdata-wp-style--top=\"state.thisImage.buttonTop\"\n\t\t>\n\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"12\" height=\"12\" fill=\"none\" viewbox=\"0 0 12 12\">\n\t\t\t\t<path fill=\"#fff\" d=\"M2 0a2 2 0 0 0-2 2v2h1.5V2a.5.5 0 0 1 .5-.5h2V0H2Zm2 10.5H2a.5.5 0 0 1-.5-.5V8H0v2a2 2 0 0 0 2 2h2v-1.5ZM8 12v-1.5h2a.5.5 0 0 0 .5-.5V8H12v2a2 2 0 0 1-2 2H8Zm2-12a2 2 0 0 1 2 2v2h-1.5V2a.5.5 0 0 0-.5-.5H8V0h2Z\" \/>\n\t\t\t<\/svg>\n\t\t<\/button><figcaption class=\"wp-element-caption\">CAD model of a MarshallAI visual inspection station delivered to a production line<\/figcaption><\/figure>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"mai-section gb-element-207c56eb\">\n<div class=\"mai-container_inner-content gb-element-0ed52b43\">\n<div class=\"gb-element-367c01c4\">\n<div class=\"gb-text gb-text-a7fb84b8 mai-eyebrow\">Trusted by<\/div>\n<\/div>\n\n\n\n<div class=\"gb-element-0fbd3479\">\n<div>\n<img decoding=\"async\" class=\"gb-media-bc9dbb95\" src=\"https:\/\/marshallai.com\/wp-content\/uploads\/2026\/02\/Hartwall-logo-svg.svg\" alt=\"\" title=\"Hartwall logo svg\"\/>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"mai-section\">\n<h2 class=\"gb-text gb-text-ae80cab8 mai-headline mai-reveal\">Solutions<\/h2>\n\n\n\n<div class=\"mai-container_inner-content gb-element-c47aa3ea\">\n<div class=\"gb-element-9e0b1d8b mai-reveal\">\n<div>\n<p class=\"mai-list-title\"><span class=\"gb-shape\"><svg aria-hidden=\"true\" role=\"img\" height=\"1em\" width=\"1em\" viewbox=\"0 0 512 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path fill=\"currentColor\" d=\"M256 8C119 8 8 119 8 256s111 248 248 248 248-111 248-248S393 8 256 8z\"><\/path><\/svg><\/span><span class=\"gb-text\"><strong><a href=\"https:\/\/marshallai.com\/fi\/solution\/industrial-optical-character-recognition-ocr\/\" data-type=\"solution\" data-id=\"3086\">BB\/Date label verification<\/a><\/strong><\/span><\/p>\n\n\n\n<p class=\"gb-text mai-list-content\">Validate best before\/expiry and batch codes with advanced OCR. <br>Any number of characters. 150000+ units \/ hour.<\/p>\n<\/div>\n\n\n\n<div>\n<p class=\"mai-list-title\"><span class=\"gb-shape\"><svg aria-hidden=\"true\" role=\"img\" height=\"1em\" width=\"1em\" viewbox=\"0 0 512 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path fill=\"currentColor\" d=\"M256 8C119 8 8 119 8 256s111 248 248 248 248-111 248-248S393 8 256 8z\"><\/path><\/svg><\/span><span class=\"gb-text\"><strong><a href=\"https:\/\/marshallai.com\/fi\/solution\/label-inspection\/\" data-type=\"solution\" data-id=\"3416\">Label inspection<\/a><\/strong><\/span><\/p>\n\n\n\n<p class=\"gb-text mai-list-content\">Verify label presence, orientation and condition.<\/p>\n<\/div>\n\n\n\n<div>\n<p class=\"mai-list-title\"><span class=\"gb-shape\"><svg aria-hidden=\"true\" role=\"img\" height=\"1em\" width=\"1em\" viewbox=\"0 0 512 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path fill=\"currentColor\" d=\"M256 8C119 8 8 119 8 256s111 248 248 248 248-111 248-248S393 8 256 8z\"><\/path><\/svg><\/span><span class=\"gb-text\"><strong><a href=\"https:\/\/marshallai.com\/fi\/solution\/rogue-can-detection\/\" data-type=\"solution\" data-id=\"3418\">Rogue \/ foreign can detection<\/a><\/strong><\/span><\/p>\n\n\n\n<p class=\"gb-text mai-list-content\">Verifies every filled can&#8217;s identity, catching mismatched drinks in preprinted cans. A unique solution in the market.<\/p>\n<\/div>\n\n\n\n<div>\n<p class=\"mai-list-title\"><span class=\"gb-shape\"><svg aria-hidden=\"true\" role=\"img\" height=\"1em\" width=\"1em\" viewbox=\"0 0 512 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path fill=\"currentColor\" d=\"M256 8C119 8 8 119 8 256s111 248 248 248 248-111 248-248S393 8 256 8z\"><\/path><\/svg><\/span><span class=\"gb-text\"><strong>Fallen can &amp; jam detection<\/strong><\/span><\/p>\n\n\n\n<p class=\"gb-text mai-list-content\">Detect fallen or broken cans and line jams.<\/p>\n<\/div>\n\n\n\n<div>\n<p class=\"mai-list-title\"><span class=\"gb-shape\"><svg aria-hidden=\"true\" role=\"img\" height=\"1em\" width=\"1em\" viewbox=\"0 0 512 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path fill=\"currentColor\" d=\"M256 8C119 8 8 119 8 256s111 248 248 248 248-111 248-248S393 8 256 8z\"><\/path><\/svg><\/span><span class=\"gb-text\"><strong>Yield &amp; Throughput<\/strong><\/span><\/p>\n\n\n\n<p class=\"gb-text mai-list-content\">Monitor OEE, count units, and identify the root causes of defects.<\/p>\n<\/div>\n<\/div>\n\n\n\n<div class=\"gb-element-9561e5ed mai-reveal\">\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1500\" height=\"818\" src=\"https:\/\/marshallai.com\/wp-content\/uploads\/2026\/06\/2026-03_MarshallAI_illustration_beverage-1500x818.webp\" alt=\"\" class=\"wp-image-3095\" srcset=\"https:\/\/marshallai.com\/wp-content\/uploads\/2026\/06\/2026-03_MarshallAI_illustration_beverage-1500x818.webp 1500w, https:\/\/marshallai.com\/wp-content\/uploads\/2026\/06\/2026-03_MarshallAI_illustration_beverage-500x273.webp 500w, https:\/\/marshallai.com\/wp-content\/uploads\/2026\/06\/2026-03_MarshallAI_illustration_beverage-768x419.webp 768w, https:\/\/marshallai.com\/wp-content\/uploads\/2026\/06\/2026-03_MarshallAI_illustration_beverage-1536x838.webp 1536w, https:\/\/marshallai.com\/wp-content\/uploads\/2026\/06\/2026-03_MarshallAI_illustration_beverage-2048x1117.webp 2048w\" sizes=\"auto, (max-width: 1500px) 100vw, 1500px\" \/><figcaption class=\"wp-element-caption\">Inspection of tiny parts<\/figcaption><\/figure>\n\n\n\n<div style=\"height:12px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1448\" height=\"576\" src=\"https:\/\/marshallai.com\/wp-content\/uploads\/2026\/04\/2026-04_MarshallAI_optical_character-recognition2.webp\" alt=\"\" class=\"wp-image-2628\" srcset=\"https:\/\/marshallai.com\/wp-content\/uploads\/2026\/04\/2026-04_MarshallAI_optical_character-recognition2.webp 1448w, https:\/\/marshallai.com\/wp-content\/uploads\/2026\/04\/2026-04_MarshallAI_optical_character-recognition2-500x199.webp 500w, https:\/\/marshallai.com\/wp-content\/uploads\/2026\/04\/2026-04_MarshallAI_optical_character-recognition2-768x306.webp 768w\" sizes=\"auto, (max-width: 1448px) 100vw, 1448px\" \/><figcaption class=\"wp-element-caption\">AI-powered OCR from an aluminium can<\/figcaption><\/figure>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n\n\n<div class=\"mai-section gb-element-62641e3d\">\n<div class=\"mai-container_inner-content\">\n<div class=\"gb-element-62143277\">\n<h2 class=\"gb-text gb-text-d1064ca6 mai-headline mai-reveal\">Case studies<\/h2>\n<\/div>\n<\/div>\n\n\n\n<div class=\"mai-container_inner-content\">\n<div><ul class=\"gbp-list--unstyled gb-looper-5cf487fa\">\n<li class=\"gb-loop-item post-2282 case-study type-case-study status-publish has-post-thumbnail hentry category-beverage-industry category-quality-assurance tag-beverage-industry tag-case-study tag-defect-detection tag-drinks-industry tag-edge-computing tag-label-verification tag-quality-assurance tag-rogue-can\">\n<article class=\"mai-card-article gb-element-ff0abb7c\">\n<a href=\"https:\/\/marshallai.com\/fi\/case-study\/eliminating-rogue-cans-high-speed-edge-ai-qa-in-beverage-manufacturing\/\"><img loading=\"lazy\" decoding=\"async\" width=\"768\" height=\"573\" alt=\"\" data-media-id=\"68\" class=\"gb-media-264cf724\" src=\"https:\/\/marshallai.com\/wp-content\/uploads\/2026\/02\/2026-02_MarshallAI_illustration_sheriff-cans-768x573.jpg\" srcset=\"https:\/\/marshallai.com\/wp-content\/uploads\/2026\/02\/2026-02_MarshallAI_illustration_sheriff-cans-768x573.jpg 768w, https:\/\/marshallai.com\/wp-content\/uploads\/2026\/02\/2026-02_MarshallAI_illustration_sheriff-cans-300x224.jpg 300w, https:\/\/marshallai.com\/wp-content\/uploads\/2026\/02\/2026-02_MarshallAI_illustration_sheriff-cans-1024x765.jpg 1024w, https:\/\/marshallai.com\/wp-content\/uploads\/2026\/02\/2026-02_MarshallAI_illustration_sheriff-cans.jpg 1200w\" 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\/eliminating-rogue-cans-high-speed-edge-ai-qa-in-beverage-manufacturing\/\">Eliminating Rogue Cans: High-Speed QA in Beverage Manufacturing<\/a><\/span>\n\n\n\n<div>\n<p class=\"gb-text mai-card-article-text\">A global beverage manufacturer spent 15 years trying to reliably intercept &#8220;rogue cans&#8221; on their high-speed filling lines. Discover how MarshallAI deployed a minimal latency edge vision system to inspect 2,500 cans per minute, preventing mismatched products and costly mechanical jams with near-perfect precision.<\/p>\n<\/div>\n\n\n\n<div class=\"gb-element-62fba4e0\">\n<p class=\"gb-text mai-article-card-tag\"><span>Beverage industry<\/span> <span>Quality assurance<\/span><\/p>\n<\/div>\n<\/div>\n<\/article>\n<\/li>\n<\/ul><\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"mai-section\">\n<h2 class=\"gb-text gb-text-fc92425e mai-headline mai-reveal\">Capabilities used<\/h2>\n\n\n\n<div class=\"gb-element-aaf8cc11\">\n<div><ul class=\"gbp-list--unstyled gb-looper-24768883\">\n<li class=\"gb-loop-item post-3349 capability type-capability status-publish hentry capability-type-detection-and-inspection capability_tag-beverage-industry capability_tag-cosmetics-manufacturing\">\n<article class=\"mai-card-article gb-element-102ad18a\">\n<div class=\"gb-element-bf09ff16\">\n<span class=\"gb-text mai-card-article-title\">Color Detection &amp; Verification<\/span>\n\n\n\n<div>\n<p class=\"gb-text mai-card-article-text\">Identifies and verifies color against a defined reference, catching mismatched product, print, packaging or paint color.<\/p>\n<\/div>\n<\/div>\n<\/article>\n<\/li>\n\n<li class=\"gb-loop-item post-3346 capability type-capability status-publish hentry capability-type-detection-and-inspection capability_tag-beverage-industry capability_tag-cosmetics-manufacturing\">\n<article class=\"mai-card-article gb-element-102ad18a\">\n<div class=\"gb-element-bf09ff16\">\n<span class=\"gb-text mai-card-article-title\">Anomaly &amp; Defect Detection<\/span>\n\n\n\n<div>\n<p class=\"gb-text mai-card-article-text\">Flags trained deviations including damage, contamination, or irregularities that were not explicitly programmed in advance.<\/p>\n<\/div>\n<\/div>\n<\/article>\n<\/li>\n\n<li class=\"gb-loop-item post-3350 capability type-capability status-publish hentry capability-type-identification-and-recognition capability_tag-beverage-industry capability_tag-cosmetics-manufacturing\">\n<article class=\"mai-card-article gb-element-102ad18a\">\n<div class=\"gb-element-bf09ff16\">\n<span class=\"gb-text mai-card-article-title\">OCR &amp; Code Reading<\/span>\n\n\n\n<div>\n<p class=\"gb-text mai-card-article-text\">Reads and verifies printed or embossed text, including best before dates, batch codes, and serial numbers, even on curved, metal or low contrast surfaces. 1D barcodes, and 2D codes such as DataMatrix and QR.<\/p>\n<\/div>\n<\/div>\n<\/article>\n<\/li>\n\n<li class=\"gb-loop-item post-3354 capability type-capability status-publish hentry capability-type-measurement-and-counting capability_tag-beverage-industry capability_tag-cosmetics-manufacturing\">\n<article class=\"mai-card-article gb-element-102ad18a\">\n<div class=\"gb-element-bf09ff16\">\n<span class=\"gb-text mai-card-article-title\">Object Counting &amp; Enumeration<\/span>\n\n\n\n<div>\n<p class=\"gb-text mai-card-article-text\">Counts units, parts, or occurrences within a frame or across a production run.<\/p>\n<\/div>\n<\/div>\n<\/article>\n<\/li>\n\n<li class=\"gb-loop-item post-3360 capability type-capability status-publish hentry capability-type-multi-sensor-intelligence-and-actuation capability_tag-beverage-industry capability_tag-cosmetics-manufacturing\">\n<article class=\"mai-card-article gb-element-102ad18a\">\n<div class=\"gb-element-bf09ff16\">\n<span class=\"gb-text mai-card-article-title\">Real-Time Actuation &amp; Control<\/span>\n\n\n\n<div>\n<p class=\"gb-text mai-card-article-text\">Triggers a physical or digital response, such as a reject arm, gate, or PLC signal, automatically from a detection event. Human-in-the-loop control also possible.<\/p>\n<\/div>\n<\/div>\n<\/article>\n<\/li>\n<\/ul><\/div>\n<\/div>\n<\/div>","protected":false},"excerpt":{"rendered":"<p>Optical inspection and defect detection for cans, glass bottles and PET bottles Request a quote Trusted by Solutions BB\/Date label verification Validate best before\/expiry and batch codes with advanced OCR. Any number of characters. 150000+ units \/ hour. Label inspection Verify label presence, orientation and condition. Rogue \/ foreign can detection Verifies every filled can&#8217;s &#8230; <a title=\"Beverage and drink manufacturing\" class=\"read-more\" href=\"https:\/\/marshallai.com\/fi\/industries\/beverage-and-drink-manufacturing\/\" aria-label=\"Lue lis\u00e4\u00e4 aiheesta Beverage and drink manufacturing\">Lue lis\u00e4\u00e4<\/a><\/p>","protected":false},"author":1,"featured_media":2477,"parent":2393,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"content-type":"","page_theme":"","footnotes":""},"class_list":["post-3370","page","type-page","status-publish","has-post-thumbnail"],"_links":{"self":[{"href":"https:\/\/marshallai.com\/fi\/wp-json\/wp\/v2\/pages\/3370","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/marshallai.com\/fi\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/marshallai.com\/fi\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/marshallai.com\/fi\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/marshallai.com\/fi\/wp-json\/wp\/v2\/comments?post=3370"}],"version-history":[{"count":15,"href":"https:\/\/marshallai.com\/fi\/wp-json\/wp\/v2\/pages\/3370\/revisions"}],"predecessor-version":[{"id":3925,"href":"https:\/\/marshallai.com\/fi\/wp-json\/wp\/v2\/pages\/3370\/revisions\/3925"}],"up":[{"embeddable":true,"href":"https:\/\/marshallai.com\/fi\/wp-json\/wp\/v2\/pages\/2393"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/marshallai.com\/fi\/wp-json\/wp\/v2\/media\/2477"}],"wp:attachment":[{"href":"https:\/\/marshallai.com\/fi\/wp-json\/wp\/v2\/media?parent=3370"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}