{"id":2393,"date":"2026-05-06T10:55:34","date_gmt":"2026-05-06T07:55:34","guid":{"rendered":"https:\/\/marshallai.com\/?page_id=2393"},"modified":"2026-09-03T15:40:34","modified_gmt":"2026-09-03T12:40:34","slug":"industries","status":"publish","type":"page","link":"https:\/\/marshallai.com\/fi\/industries\/","title":{"rendered":"Industries"},"content":{"rendered":"
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Industries<\/h1>\n\n\n\n

MarshallAI deploys across several industries \u2014 each with its own performance demands, compliance requirements, and operational constraints.
We have built the one platform to rule them all.<\/p>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n

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Beverage manufacturing<\/h3>\n\n\n\n

Date label inspection, defect and rogue\/foreign product detection for cans, glass bottles and PET bottles.<\/p>\n\n\n\n

\nExplore<\/a>\n\n\n\n\n <\/path>\n<\/svg><\/span>\n\n\n\n

2 500<\/strong>+ units per minute.<\/p>\n\n\n\n

99,99995%<\/strong> detection accuracy.
No reconfiguration between SKUs.<\/p>\n<\/div>\n<\/div>\n\n\n\n

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Cosmetics manufacturing<\/h3>\n\n\n\n

Inspect primary and secondary packaging across tubes, jars, bottles, compacts, cases and aerosol cans.<\/p>\n\n\n\n

\nExplore<\/a>\n\n\n\n\n <\/path>\n<\/svg><\/span>\n\n\n\n

Proven in high-mix production.<\/p>\n\n\n\n

No reconfiguration between SKUs.<\/p>\n<\/div>\n<\/div>\n\n\n\n

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Sawmill & Wood processing<\/h3>\n\n\n\n

Vision based quality assurance, quality control and process monitoring for sawmills. Use your existing cameras to detect log jams and rollovers, and automate wood grading and quality assurance.<\/p>\n\n\n\n

\nExplore<\/a>\n\n\n\n\n <\/path>\n<\/svg><\/span>\n\n\n\n

Compatible with existing cameras and VMS.<\/p>\n\n\n\n

Minimize costly jams and incidents.
Automate grading. <\/p>\n<\/div>\n<\/div>\n\n\n\n

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Manufacturing & Industrial QA<\/h3>\n\n\n\n

Defect detection, assembly verification, label validation, and yield tracking \u2014 integrated directly into your existing line without slowing it down or replacing hardware.<\/p>\n\n\n\n

\nExplore<\/a>\n\n\n\n\n <\/path>\n<\/svg><\/span>\n\n\n\n

Works with existing production lines.<\/p>\n\n\n\n

Solve previously unsolvable challenges.<\/p>\n<\/div>\n<\/div>\n\n\n\n

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Smart Traffic & Urban Mobility<\/h3>\n\n\n\n

Vehicle classification, pedestrian analytics, junction heatmaps, and live signal actuation \u2014 deployed on existing CCTV infrastructure across Helsinki, Paris, and Vantaa.<\/p>\n\n\n\n

\nExplore<\/a>\n\n\n\n\n <\/path>\n<\/svg><\/span>\n\n\n\n

98%<\/strong> vehicle detection rate.<\/p>\n\n\n\n

8%<\/strong> emission reduction rate.<\/p>\n<\/div>\n<\/div>\n\n\n\n

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Defence & Tactical Operations<\/h3>\n\n\n\n

Fully offline, on-premise deployment with no cloud dependency. Custom models trained from minimal imagery in under two hours. Listed on the DoD Tradewinds Solutions Marketplace.<\/p>\n\n\n\n

\nExplore<\/a>\n\n\n\n\n <\/path>\n<\/svg><\/span>\n\n\n\n

TAK\/ATAK<\/strong> support.<\/p>\n\n\n\n

Fully on-site.<\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n

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Don’t see your industry?<\/h3>\n\n\n\n

We work with industries not listed here. Send us a message<\/a> or look at our solutions<\/a>.<\/p>\n\n\n\nContact<\/a>\n\n\n\nSolutions<\/a>\n<\/div>\n<\/div>","protected":false},"excerpt":{"rendered":"

Industries MarshallAI deploys across several industries \u2014 each with its own performance demands, compliance requirements, and operational constraints.We have built the one platform to rule them all. Beverage manufacturing Date label inspection, defect and rogue\/foreign product detection for cans, glass bottles and PET bottles. Explore 2 500+ units per minute. 99,99995% detection accuracy.No reconfiguration between … Lue lis\u00e4\u00e4<\/a><\/p>","protected":false},"author":1,"featured_media":2619,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"content-type":"","page_theme":"","footnotes":""},"class_list":["post-2393","page","type-page","status-publish","has-post-thumbnail"],"_links":{"self":[{"href":"https:\/\/marshallai.com\/fi\/wp-json\/wp\/v2\/pages\/2393","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=2393"}],"version-history":[{"count":15,"href":"https:\/\/marshallai.com\/fi\/wp-json\/wp\/v2\/pages\/2393\/revisions"}],"predecessor-version":[{"id":3877,"href":"https:\/\/marshallai.com\/fi\/wp-json\/wp\/v2\/pages\/2393\/revisions\/3877"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/marshallai.com\/fi\/wp-json\/wp\/v2\/media\/2619"}],"wp:attachment":[{"href":"https:\/\/marshallai.com\/fi\/wp-json\/wp\/v2\/media?parent=2393"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}