{"id":2457,"date":"2026-08-24T10:23:28","date_gmt":"2026-08-24T07:23:28","guid":{"rendered":"https:\/\/marshallai.com\/?page_id=2457"},"modified":"2026-09-02T14:07:45","modified_gmt":"2026-09-02T11:07:45","slug":"cosmetics-manufacturing","status":"publish","type":"page","link":"https:\/\/marshallai.com\/fi\/industries\/cosmetics-manufacturing\/","title":{"rendered":"Cosmetics 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\">Cosmetics manufacturing<\/span><\/li><\/ol><\/nav><\/div>\n\n\n\n<h1 class=\"gb-text mai-headline\">Optical inspection and defect detection for cosmetics packaging<\/h1>\n\n\n\n<p class=\"gb-text\">Inspect primary and secondary packaging across tubes, jars, bottles, compacts, cases and aerosol cans.  <\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Automatic SKU changeover, no need to reconfigure the inspection program between SKUs.<\/li>\n\n\n\n<li>Works with your existing cameras and line, no new infrastructure required. <\/li>\n\n\n\n<li>Verification of labels and regulatory markings.<\/li>\n\n\n\n<li>Proven on high-mix, rapid-changeover cosmetic aerosol lines. <\/li>\n\n\n\n<li>Built to run at industrial line speed, up to 2500+ parts per minute.<\/li>\n\n\n\n<li>Turnkey deployment includes all installation, model training, evaluation and output configuration (rejection, notifications, statistics).<\/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 class=\"wp-block-video\"><video height=\"1080\" style=\"aspect-ratio: 1920 \/ 1080;\" width=\"1920\" controls poster=\"https:\/\/marshallai.com\/wp-content\/uploads\/2026\/04\/MarshallAI_Taerosol_Testimoniaali_thumbnail1.webp\" src=\"https:\/\/marshallai.com\/wp-content\/uploads\/2026\/09\/MarshallAI_Taerosol_Testimoniaali_EN_Subtitled_V2-1080p-H264-4000-kbps-MP4.mp4\"><\/video><figcaption class=\"wp-element-caption\">Watch Taerosol testimonial<\/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 loading=\"lazy\" decoding=\"async\" width=\"400\" height=\"80\" class=\"gb-media-bc9dbb95\" src=\"https:\/\/marshallai.com\/wp-content\/uploads\/2026\/02\/Taerosol-logo.png\" alt=\"\" title=\"Taerosol logo\" srcset=\"https:\/\/marshallai.com\/wp-content\/uploads\/2026\/02\/Taerosol-logo.png 400w, https:\/\/marshallai.com\/wp-content\/uploads\/2026\/02\/Taerosol-logo-300x60.png 300w\" sizes=\"auto, (max-width: 400px) 100vw, 400px\" \/>\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>Scratch &amp; Damage Detection<\/strong><\/span><\/p>\n\n\n\n<p class=\"gb-text mai-list-content\">Flags scratches, dents, and surface damage on primary or outer packaging before it ships.<\/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><strong>Label &amp; Regulatory Marking Verification<\/strong><\/strong><\/span><\/p>\n\n\n\n<p class=\"gb-text mai-list-content\">Verifies label presence and placement, including batch codes and PAO (period-after-opening) symbols.<\/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>Assembly Verification<\/strong><\/span><\/p>\n\n\n\n<p class=\"gb-text mai-list-content\">Confirms all components, caps, pumps, brushes, or applicators, are present and correctly fitted before packaging.<\/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>Color Detection &amp; Verification<\/strong><\/span><\/p>\n\n\n\n<p class=\"gb-text mai-list-content\">Identifies and verifies product or packaging color against a defined reference, catching mismatched batches or print color.<\/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><strong>Cap &amp; Closure Seal Inspection<\/strong><\/strong><\/span><\/p>\n\n\n\n<p class=\"gb-text mai-list-content\">Detects unseated, cross-threaded, or misaligned caps and closures, including pumps and spray nozzles.<\/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><strong><strong>High-Mix, Rapid Changeover<\/strong><\/strong><\/strong><\/span><\/p>\n\n\n\n<p class=\"gb-text mai-list-content\">Switching between product variants without manual reconfiguration.<\/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=\"1522\" height=\"1080\" src=\"https:\/\/marshallai.com\/wp-content\/uploads\/2026\/08\/MarshallAI_camera-rig_P1042960-scaled-e1786436477301-1522x1080.webp\" alt=\"\" class=\"wp-image-3207\" srcset=\"https:\/\/marshallai.com\/wp-content\/uploads\/2026\/08\/MarshallAI_camera-rig_P1042960-scaled-e1786436477301-1522x1080.webp 1522w, https:\/\/marshallai.com\/wp-content\/uploads\/2026\/08\/MarshallAI_camera-rig_P1042960-scaled-e1786436477301-500x355.webp 500w, https:\/\/marshallai.com\/wp-content\/uploads\/2026\/08\/MarshallAI_camera-rig_P1042960-scaled-e1786436477301-768x545.webp 768w, https:\/\/marshallai.com\/wp-content\/uploads\/2026\/08\/MarshallAI_camera-rig_P1042960-scaled-e1786436477301-1536x1090.webp 1536w, https:\/\/marshallai.com\/wp-content\/uploads\/2026\/08\/MarshallAI_camera-rig_P1042960-scaled-e1786436477301-2048x1453.webp 2048w\" sizes=\"auto, (max-width: 1522px) 100vw, 1522px\" \/><figcaption class=\"wp-element-caption\">Inspection station<\/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=\"360\" height=\"426\" src=\"https:\/\/marshallai.com\/wp-content\/uploads\/2026\/03\/MAI-case-taero2-crop.jpg\" alt=\"\" class=\"wp-image-1453\" srcset=\"https:\/\/marshallai.com\/wp-content\/uploads\/2026\/03\/MAI-case-taero2-crop.jpg 360w, https:\/\/marshallai.com\/wp-content\/uploads\/2026\/03\/MAI-case-taero2-crop-254x300.jpg 254w\" sizes=\"auto, (max-width: 360px) 100vw, 360px\" \/><figcaption class=\"wp-element-caption\">AI-powered defect detection from aerosol 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-853 case-study type-case-study status-publish has-post-thumbnail hentry category-cosmetic-manufacturing category-quality-assurance tag-aerosol-manufacturing tag-case-study tag-computer-vision tag-cosmetic-manufacturing tag-defect-detection tag-edge-computing tag-machine-vision tag-quality-assurance\">\n<article class=\"mai-card-article gb-element-ff0abb7c\">\n<a href=\"https:\/\/marshallai.com\/fi\/case-study\/taerosol-automated-qa-in-high-mix-manufacturing\/\"><img loading=\"lazy\" decoding=\"async\" width=\"768\" height=\"419\" alt=\"\" data-media-id=\"1462\" class=\"gb-media-264cf724\" src=\"https:\/\/marshallai.com\/wp-content\/uploads\/2026\/03\/MAI_illustration_cosmetic-aerosol2-lg-768x419.webp\" srcset=\"https:\/\/marshallai.com\/wp-content\/uploads\/2026\/03\/MAI_illustration_cosmetic-aerosol2-lg-768x419.webp 768w, https:\/\/marshallai.com\/wp-content\/uploads\/2026\/03\/MAI_illustration_cosmetic-aerosol2-lg-300x164.webp 300w, https:\/\/marshallai.com\/wp-content\/uploads\/2026\/03\/MAI_illustration_cosmetic-aerosol2-lg-1024x558.webp 1024w, https:\/\/marshallai.com\/wp-content\/uploads\/2026\/03\/MAI_illustration_cosmetic-aerosol2-lg-1536x838.webp 1536w, https:\/\/marshallai.com\/wp-content\/uploads\/2026\/03\/MAI_illustration_cosmetic-aerosol2-lg.webp 1920w\" sizes=\"auto, (max-width: 768px) 100vw, 768px\" \/><\/a>\n\n\n\n<div class=\"gb-element-b7e65b9a\">\n<span class=\"gb-text mai-card-article-title\"><a href=\"https:\/\/marshallai.com\/fi\/case-study\/taerosol-automated-qa-in-high-mix-manufacturing\/\">Mastering QA in High-Mix Manufacturing: Rapid Changeovers and >99% Accuracy at Taerosol<\/a><\/span>\n\n\n\n<div>\n<p class=\"gb-text mai-card-article-text\">Contract manufacturing and frequent product changeovers used to mean a constant struggle with QA bottlenecks. Discover how Taerosol future-proofed their cosmetics line with a rapidly adaptable AI system that catches over 99% of complex label and packaging defects.<\/p>\n<\/div>\n\n\n\n<div class=\"gb-element-62fba4e0\">\n<p class=\"gb-text mai-article-card-tag\"><span>Cosmetic manufacturing<\/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 cosmetics packaging Inspect primary and secondary packaging across tubes, jars, bottles, compacts, cases and aerosol cans. Request a quote Trusted by Solutions Scratch &amp; Damage Detection Flags scratches, dents, and surface damage on primary or outer packaging before it ships. Label &amp; Regulatory Marking Verification Verifies label presence and &#8230; <a title=\"Cosmetics manufacturing\" class=\"read-more\" href=\"https:\/\/marshallai.com\/fi\/industries\/cosmetics-manufacturing\/\" aria-label=\"Lue lis\u00e4\u00e4 aiheesta Cosmetics manufacturing\">Lue lis\u00e4\u00e4<\/a><\/p>","protected":false},"author":1,"featured_media":0,"parent":2393,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"content-type":"","page_theme":"","footnotes":""},"class_list":["post-2457","page","type-page","status-publish"],"_links":{"self":[{"href":"https:\/\/marshallai.com\/fi\/wp-json\/wp\/v2\/pages\/2457","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=2457"}],"version-history":[{"count":11,"href":"https:\/\/marshallai.com\/fi\/wp-json\/wp\/v2\/pages\/2457\/revisions"}],"predecessor-version":[{"id":3833,"href":"https:\/\/marshallai.com\/fi\/wp-json\/wp\/v2\/pages\/2457\/revisions\/3833"}],"up":[{"embeddable":true,"href":"https:\/\/marshallai.com\/fi\/wp-json\/wp\/v2\/pages\/2393"}],"wp:attachment":[{"href":"https:\/\/marshallai.com\/fi\/wp-json\/wp\/v2\/media?parent=2457"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}