{"id":2457,"date":"2026-08-24T10:23:28","date_gmt":"2026-08-24T07:23:28","guid":{"rendered":"https:\/\/marshallai.com\/?page_id=2457"},"modified":"2026-09-08T11:12:29","modified_gmt":"2026-09-08T08:12:29","slug":"kosmetiikkateollisuus","status":"publish","type":"page","link":"https:\/\/marshallai.com\/fi\/industries\/cosmetics-manufacturing\/","title":{"rendered":"Kosmetiikkateollisuus"},"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\/\">Toimialat<\/a><\/li><li><span aria-current=\"page\">Kosmetiikkateollisuus<\/span><\/li><\/ol><\/nav><\/div>\n\n\n\n<h1 class=\"gb-text mai-headline\">Optinen tarkastus ja virheiden tunnistus kosmetiikkapakkauksille<\/h1>\n\n\n\n<p class=\"gb-text\">Tarkasta ensisijainen ja toissijainen pakkaus tuubeissa, purkeissa, pulloissa, puuterikoteloissa, rasioissa ja aerosolipakkauksissa.  <\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Automaattinen tuotenimikkeen vaihto, tarkastusohjelmaa ei tarvitse konfiguroida uudelleen tuotteiden v\u00e4lill\u00e4.<\/li>\n\n\n\n<li>Toimii nykyisten kameroidesi ja laitteistosi kanssa, uutta infrastruktuuria ei tarvita. <\/li>\n\n\n\n<li>Etikettien ja viranomaisten vaatimien merkint\u00f6jen tarkastus.<\/li>\n\n\n\n<li>Todistettu toimivaksi kosmeettisten aerosolien tuotantolinjoilla, joissa on laaja tuotevalikoima ja s\u00e4\u00e4nn\u00f6lliset tuotteen vaihdot.<\/li>\n\n\n\n<li>Suunniteltu toimimaan teollisella linjanopeudella, jopa yli 2500 osaa minuutissa.<\/li>\n\n\n\n<li>Avaimet k\u00e4teen -k\u00e4ytt\u00f6\u00f6notto sis\u00e4lt\u00e4\u00e4 kaiken: asennuksen, mallin koulutuksen, arvioinnin ja tulosten konfiguroinnin (hylk\u00e4ykset, ilmoitukset, tilastot).<\/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\/ota-yhteytta\/\">Pyyd\u00e4 tarjous<\/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\">Katso Taerosol-suosittelu<\/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\">Luotettu<\/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\">Ratkaisut<\/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>Naarmujen ja vaurioiden tunnistus<\/strong><\/span><\/p>\n\n\n\n<p class=\"gb-text mai-list-content\">Merkitsee naarmut, lommot ja pintavauriot tuotepakkauksessa tai ulkopakkauksessa ennen sen l\u00e4hett\u00e4mist\u00e4.<\/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><a href=\"https:\/\/marshallai.com\/fi\/ratkaisun\/etikettitarkastus\/\" data-type=\"solution\" data-id=\"3416\">Kilpien ja viranomaisten vaatimusten mukaisten merkint\u00f6jen tarkastus<\/a><\/strong><\/strong><\/span><\/p>\n\n\n\n<p class=\"gb-text mai-list-content\">Varmistaa etikettien olemassaolon, sijainnin ja kunnon. J\u00e4rjestelm\u00e4mme pystyy tarkistamaan er\u00e4numerot, PAO-symbolit (avaamisen j\u00e4lkeinen s\u00e4ilyvyysaika) ja muut merkinn\u00e4t.<\/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>Kokoonpanon tarkastus<\/strong><\/span><\/p>\n\n\n\n<p class=\"gb-text mai-list-content\">Varmistaa, ett\u00e4 kaikki komponentit, korkit, pumput, harjat tai levittimet ovat paikoillaan ja oikein asennettuina ennen pakkaamista.<\/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>V\u00e4rintunnistus ja -todennus<\/strong><\/span><\/p>\n\n\n\n<p class=\"gb-text mai-list-content\">Tunnistaa ja varmistaa tuotteen tai pakkauksen v\u00e4rin m\u00e4\u00e4ritetty\u00e4 referenssi\u00e4 vasten havaiten v\u00e4\u00e4r\u00e4t er\u00e4t tai painov\u00e4rit.<\/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>Korkin ja suljinsinetin tarkastus<\/strong><\/strong><\/span><\/p>\n\n\n\n<p class=\"gb-text mai-list-content\">Tunnistaa huonosti paikoilleen asetetut, vinoon tai v\u00e4\u00e4rille kierteille menneet korkit ja sulkimet, mukaan lukien pumput ja suuttimet.<\/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>Soveltuu korkean sekoituksen ja nopean vaihdon tuotantoon <\/strong><\/span><\/p>\n\n\n\n<p class=\"gb-text mai-list-content\">J\u00e4rjestelm\u00e4 havaitsee tuotemuutokset automaattisesti, joten varastointiyksik\u00f6iden (SKU) v\u00e4lill\u00e4 ei tarvita manuaalista uudelleenasetusta.<\/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\">Katsastusasema<\/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\">Teko\u00e4lypohjainen aerosolipurkkien vikojen tunnistus<\/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\">Asiakastarinat<\/h2>\n<\/div>\n<\/div>\n\n\n\n<div class=\"mai-container_inner-content\">\n<div><ul class=\"gbp-list--unstyled gb-looper-5cf487fa\">\n<li class=\"gb-loop-item post-853 case-study type-case-study status-publish has-post-thumbnail hentry category-cosmetic-manufacturing category-quality-assurance tag-aerosol-manufacturing tag-case-study tag-computer-vision tag-cosmetic-manufacturing tag-defect-detection tag-edge-computing tag-machine-vision tag-quality-assurance\">\n<article class=\"mai-card-article gb-element-ff0abb7c\">\n<a href=\"https:\/\/marshallai.com\/fi\/case-study\/taerosol-automated-qa-in-high-mix-manufacturing\/\"><img loading=\"lazy\" decoding=\"async\" width=\"768\" height=\"512\" alt=\"\" data-media-id=\"4239\" class=\"gb-media-264cf724\" src=\"https:\/\/marshallai.com\/wp-content\/uploads\/2026\/09\/MarshallAI_inspection-station_P1042518-Large-768x512.webp\" srcset=\"https:\/\/marshallai.com\/wp-content\/uploads\/2026\/09\/MarshallAI_inspection-station_P1042518-Large-768x512.webp 768w, https:\/\/marshallai.com\/wp-content\/uploads\/2026\/09\/MarshallAI_inspection-station_P1042518-Large-500x333.webp 500w, https:\/\/marshallai.com\/wp-content\/uploads\/2026\/09\/MarshallAI_inspection-station_P1042518-Large-18x12.webp 18w, https:\/\/marshallai.com\/wp-content\/uploads\/2026\/09\/MarshallAI_inspection-station_P1042518-Large.webp 1280w\" sizes=\"auto, (max-width: 768px) 100vw, 768px\" \/><\/a>\n\n\n\n<div class=\"gb-element-b7e65b9a\">\n<span class=\"gb-text mai-card-article-title\"><a href=\"https:\/\/marshallai.com\/fi\/case-study\/taerosol-automated-qa-in-high-mix-manufacturing\/\">Laadunvarmistuksen hallinta monipuolisessa tuotannossa: Nopeat tuotantokoneiden vaihdot ja yli 99%:n tarkkuus Taerosolilla<\/a><\/span>\n\n\n\n<div>\n<p class=\"gb-text mai-card-article-text\">Sopimusvalmistus ja usein toistuvat tuotevaihdokset merkitsiv\u00e4t aiemmin jatkuvaa taistelua laadunvarmistuksen pullonkauloja vastaan. Tutustu siihen, miten Taerosol varmisti kosmetiikkasarjansa tulevaisuuden kest\u00e4vyyden nopeasti mukautuvalla teko\u00e4lyj\u00e4rjestelm\u00e4ll\u00e4, joka havaitsee yli 99% monimutkaisia etiketti- ja pakkausvirheit\u00e4.<\/p>\n<\/div>\n\n\n\n<div class=\"gb-element-62fba4e0\">\n<p class=\"gb-text mai-article-card-tag\"><span>Kosmetiikkavalmistus<\/span> <span>Laadunvarmistus<\/span><\/p>\n<\/div>\n<\/div>\n<\/article>\n<\/li>\n<\/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\">K\u00e4ytetyt ominaisuudet<\/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\">V\u00e4rintunnistus ja -todennus<\/span>\n\n\n\n<div>\n<p class=\"gb-text mai-card-article-text\">Tunnistaa ja tarkistaa v\u00e4rin m\u00e4\u00e4ritetty\u00e4 viitett\u00e4 vasten ja havaitsee v\u00e4\u00e4r\u00e4t tuote-, painatus-, pakkaus- tai maaliv\u00e4rit.<\/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\">Poikkeamien ja virheiden havaitseminen<\/span>\n\n\n\n<div>\n<p class=\"gb-text mai-card-article-text\">Merkitsee opetetut poikkeamat, mukaan lukien vauriot, kontaminaatio tai ep\u00e4s\u00e4\u00e4nn\u00f6llisyydet, joita ei ole erikseen ohjelmoitu etuk\u00e4teen.<\/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 ja koodin luku<\/span>\n\n\n\n<div>\n<p class=\"gb-text mai-card-article-text\">Lukee ja varmentaa painettua tai kohokuvioitua teksti\u00e4, mukaan lukien parasta ennen -p\u00e4iv\u00e4ykset, er\u00e4koodit ja sarjanumerot, my\u00f6s kaarevilla, metallisilla tai heikkokontrastisilla pinnoilla. 1D-viivakoodeja ja 2D-koodeja, kuten DataMatrix- ja QR-koodeja.<\/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\">Kohteiden laskenta ja luettelointi<\/span>\n\n\n\n<div>\n<p class=\"gb-text mai-card-article-text\">Laskee yksikot, osat tai esiintym\u00e4t kehyksess\u00e4 tai tuotantoajon aikana.<\/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\">Reaaliaikainen toimilaitteiden ohjaus ja s\u00e4\u00e4t\u00f6<\/span>\n\n\n\n<div>\n<p class=\"gb-text mai-card-article-text\">K\u00e4ynnist\u00e4n fyysisen tai digitaalisen vasteen, kuten poistovarren, portin tai PLC-signaalin, automaattisesti havaintotapahtumasta. Ihmisen mukanaolo prosessissa on my\u00f6s mahdollista.<\/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, placement &#8230; <a title=\"Kosmetiikkateollisuus\" 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":14,"href":"https:\/\/marshallai.com\/fi\/wp-json\/wp\/v2\/pages\/2457\/revisions"}],"predecessor-version":[{"id":3953,"href":"https:\/\/marshallai.com\/fi\/wp-json\/wp\/v2\/pages\/2457\/revisions\/3953"}],"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":"Hyvin pelattu","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}