{"id":2395,"date":"2026-05-06T10:55:21","date_gmt":"2026-05-06T07:55:21","guid":{"rendered":"https:\/\/marshallai.com\/?page_id=2395"},"modified":"2026-09-04T11:26:06","modified_gmt":"2026-09-04T08:26:06","slug":"solutions","status":"publish","type":"page","link":"https:\/\/marshallai.com\/fi\/solutions\/","title":{"rendered":"Solutions"},"content":{"rendered":"<div class=\"mai-section gb-element-62641e3d\">\n<div class=\"mai-container_inner-content\">\n<div class=\"gb-element-62143277\">\n<h1 class=\"gb-text gb-text-d1064ca6 mai-headline mai-reveal\">AI Vision &amp; Sensor Intelligence Solutions<\/h1>\n\n\n\n<p class=\"wp-block-paragraph\">From high-speed manufacturing lines to city intersections, MarshallAI delivers real-time edge processing solutions that replace delicate legacy machine vision with robust, adaptable visual intelligence.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Turnkey Deployment by Design<\/strong> <br>Every MarshallAI solution is delivered as a complete, environment-specific system. We provide and integrate everything your operation requires\u2014including optics, illumination, cabling, structural rigging, and the localized processing hardware. You never have to source hardware or manage complex systems integration independently. All deployments include the proprietary <a href=\"https:\/\/marshallai.com\/fi\/platform\/\" data-type=\"page\" data-id=\"988\">AFSA platform<\/a> license natively. <\/p>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"mai-section gb-element-35f539ec mai-bg-dots\">\n<div class=\"mai-container_inner-content\">\n<div><ul class=\"gbp-list--unstyled gb-looper-5cf487fa\">\n<li class=\"gb-loop-item post-3042 solution type-solution status-publish has-post-thumbnail hentry category-manufacturing category-quality-assurance\">\n<article class=\"mai-card-article gb-element-ff0abb7c\">\n<div class=\"gb-element-89e61e4f\" style=\"--inline-bg-image: url(https:\/\/marshallai.com\/wp-content\/uploads\/2026\/05\/2026-5_MarshallAI_illustration_cosmetic-aerosol5-overlay-500x273.png)\"><\/div>\n\n\n\n<div class=\"gb-element-b7e65b9a\">\n<span class=\"gb-text mai-card-article-title\"><a href=\"https:\/\/marshallai.com\/fi\/solution\/automated-optical-inspection-aoi\/\">Automated Optical Inspection (AOI)<\/a><\/span>\n\n\n\n<div class=\"gb-element-462c7cbe\">\n<p class=\"gb-text mai-card-article-text\">AI based turnkey solution for Automated Optical Inspection and Automated Visual Inspection. Proven accuracy and reliability.<\/p>\n\n\n\n<a class=\"gb-text mai-button-primary-block gb-text-41e571b1\" href=\"https:\/\/marshallai.com\/fi\/solution\/automated-optical-inspection-aoi\/\">Read more<\/a>\n<\/div>\n\n\n\n<div class=\"gb-element-62fba4e0\">\n<p class=\"gb-text mai-article-card-tag\"><span>Manufacturing<\/span> <span>Quality assurance<\/span><\/p>\n<\/div>\n<\/div>\n<\/article>\n<\/li>\n\n<li class=\"gb-loop-item post-3113 solution type-solution status-publish has-post-thumbnail hentry category-border-security category-logistics-supply-chain category-smart-cities category-traffic-management\">\n<article class=\"mai-card-article gb-element-ff0abb7c\">\n<div class=\"gb-element-89e61e4f\" style=\"--inline-bg-image: url(https:\/\/marshallai.com\/wp-content\/uploads\/2026\/04\/2026-04_MarshallAI_traffic-surveillance3_licenseplate.webp)\"><\/div>\n\n\n\n<div class=\"gb-element-b7e65b9a\">\n<span class=\"gb-text mai-card-article-title\"><a href=\"https:\/\/marshallai.com\/fi\/solution\/automatic-number-plate-recognition-anpr\/\">Automatic Number Plate Recognition (ANPR)<\/a><\/span>\n\n\n\n<div class=\"gb-element-462c7cbe\">\n<p class=\"gb-text mai-card-article-text\">Automated vehicle license plate reading and authorization for parking, border crossings, law enforcement, customs and logistics.<\/p>\n\n\n\n<a class=\"gb-text mai-button-primary-block gb-text-41e571b1\" href=\"https:\/\/marshallai.com\/fi\/solution\/automatic-number-plate-recognition-anpr\/\">Read more<\/a>\n<\/div>\n\n\n\n<div class=\"gb-element-62fba4e0\">\n<p class=\"gb-text mai-article-card-tag\"><span>Border Security<\/span> <span>Logistics &amp; Supply Chain<\/span> <span>Smart cities<\/span> <span>Traffic management<\/span><\/p>\n<\/div>\n<\/div>\n<\/article>\n<\/li>\n\n<li class=\"gb-loop-item post-3086 solution type-solution status-publish has-post-thumbnail hentry category-manufacturing\">\n<article class=\"mai-card-article gb-element-ff0abb7c\">\n<div class=\"gb-element-89e61e4f\" style=\"--inline-bg-image: url(https:\/\/marshallai.com\/wp-content\/uploads\/2026\/04\/2026-04_MarshallAI_optical_character-recognition-500x170.webp)\"><\/div>\n\n\n\n<div class=\"gb-element-b7e65b9a\">\n<span class=\"gb-text mai-card-article-title\"><a href=\"https:\/\/marshallai.com\/fi\/solution\/industrial-optical-character-recognition-ocr\/\">Industrial Optical Character Recognition (OCR)<\/a><\/span>\n\n\n\n<div class=\"gb-element-462c7cbe\">\n<p class=\"gb-text mai-card-article-text\">Read, verify, and cross-reference alphanumeric text on high-speed production lines under challenging factory conditions.<\/p>\n\n\n\n<a class=\"gb-text mai-button-primary-block gb-text-41e571b1\" href=\"https:\/\/marshallai.com\/fi\/solution\/industrial-optical-character-recognition-ocr\/\">Read more<\/a>\n<\/div>\n\n\n\n<div class=\"gb-element-62fba4e0\">\n<p class=\"gb-text mai-article-card-tag\"><span>Manufacturing<\/span><\/p>\n<\/div>\n<\/div>\n<\/article>\n<\/li>\n\n<li class=\"gb-loop-item post-3416 solution type-solution status-publish has-post-thumbnail hentry category-beverage-industry\">\n<article class=\"mai-card-article gb-element-ff0abb7c\">\n<div class=\"gb-element-89e61e4f\" style=\"--inline-bg-image: url(https:\/\/marshallai.com\/wp-content\/uploads\/2026\/05\/MarshallAI_illustration_inspection_can-375x500.webp)\"><\/div>\n\n\n\n<div class=\"gb-element-b7e65b9a\">\n<span class=\"gb-text mai-card-article-title\"><a href=\"https:\/\/marshallai.com\/fi\/solution\/label-inspection\/\">Label inspection<\/a><\/span>\n\n\n\n<div class=\"gb-element-462c7cbe\">\n<p class=\"gb-text mai-card-article-text\">Label inspection for beverage and packaging lines. Verify label presence, position, print quality, and color at 2500+ units\/minute, with no retraining between brands or batches.<\/p>\n\n\n\n<a class=\"gb-text mai-button-primary-block gb-text-41e571b1\" href=\"https:\/\/marshallai.com\/fi\/solution\/label-inspection\/\">Read more<\/a>\n<\/div>\n\n\n\n<div class=\"gb-element-62fba4e0\">\n<p class=\"gb-text mai-article-card-tag\"><span>Beverage industry<\/span><\/p>\n<\/div>\n<\/div>\n<\/article>\n<\/li>\n\n<li class=\"gb-loop-item post-3036 solution type-solution status-publish has-post-thumbnail hentry category-smart-cities\">\n<article class=\"mai-card-article gb-element-ff0abb7c\">\n<div class=\"gb-element-89e61e4f\" style=\"--inline-bg-image: url(https:\/\/marshallai.com\/wp-content\/uploads\/2026\/04\/MarshallAI_Case-Vantaa_public-dashboard-300x145.webp)\"><\/div>\n\n\n\n<div class=\"gb-element-b7e65b9a\">\n<span class=\"gb-text mai-card-article-title\"><a href=\"https:\/\/marshallai.com\/fi\/solution\/mobility-analytics\/\">Mobility Analytics<\/a><\/span>\n\n\n\n<div class=\"gb-element-462c7cbe\">\n<p class=\"gb-text mai-card-article-text\">Track, classify, and analyze multi-modal traffic and pedestrian movement in real time. Edge-processed traffic analytics for your existing CCTV infrastructure.<\/p>\n\n\n\n<a class=\"gb-text mai-button-primary-block gb-text-41e571b1\" href=\"https:\/\/marshallai.com\/fi\/solution\/mobility-analytics\/\">Read more<\/a>\n<\/div>\n\n\n\n<div class=\"gb-element-62fba4e0\">\n<p class=\"gb-text mai-article-card-tag\"><span>Smart cities<\/span><\/p>\n<\/div>\n<\/div>\n<\/article>\n<\/li>\n\n<li class=\"gb-loop-item post-3040 solution type-solution status-publish has-post-thumbnail hentry category-security\">\n<article class=\"mai-card-article gb-element-ff0abb7c\">\n<div class=\"gb-element-89e61e4f\" style=\"--inline-bg-image: url(https:\/\/marshallai.com\/wp-content\/uploads\/2026\/06\/2026-06_MarshallAI_perimeter-security-airport3-500x281.webp)\"><\/div>\n\n\n\n<div class=\"gb-element-b7e65b9a\">\n<span class=\"gb-text mai-card-article-title\"><a href=\"https:\/\/marshallai.com\/fi\/solution\/perimeter-critical-infrastructure-protection\/\">Perimeter &amp; Critical Infrastructure Protection<\/a><\/span>\n\n\n\n<div class=\"gb-element-462c7cbe\">\n<p class=\"gb-text mai-card-article-text\">AI-powered perimeter security and critical infrastructure protection. Autonomous intrusion detection, drone detection, and multi-sensor surveillance. On-premise, no cloud dependency.<\/p>\n\n\n\n<a class=\"gb-text mai-button-primary-block gb-text-41e571b1\" href=\"https:\/\/marshallai.com\/fi\/solution\/perimeter-critical-infrastructure-protection\/\">Read more<\/a>\n<\/div>\n\n\n\n<div class=\"gb-element-62fba4e0\">\n<p class=\"gb-text mai-article-card-tag\"><span>Security<\/span><\/p>\n<\/div>\n<\/div>\n<\/article>\n<\/li>\n\n<li class=\"gb-loop-item post-3418 solution type-solution status-publish has-post-thumbnail hentry category-beverage-industry\">\n<article class=\"mai-card-article gb-element-ff0abb7c\">\n<div class=\"gb-element-89e61e4f\" style=\"--inline-bg-image: url(https:\/\/marshallai.com\/wp-content\/uploads\/2026\/08\/MarshallAI_beverage_cans1-rogue-500x375.webp)\"><\/div>\n\n\n\n<div class=\"gb-element-b7e65b9a\">\n<span class=\"gb-text mai-card-article-title\"><a href=\"https:\/\/marshallai.com\/fi\/solution\/rogue-can-detection\/\">Rogue\/Foreign Can detection<\/a><\/span>\n\n\n\n<div class=\"gb-element-462c7cbe\">\n<p class=\"gb-text mai-card-article-text\">AI-powered rogue\/foreign can and mixed-label detection for beverage lines. Verify every can&#8217;s identity from the first can, at 2500+ cans\/minute, with zero reconfiguration between SKUs.<\/p>\n\n\n\n<a class=\"gb-text mai-button-primary-block gb-text-41e571b1\" href=\"https:\/\/marshallai.com\/fi\/solution\/rogue-can-detection\/\">Read more<\/a>\n<\/div>\n\n\n\n<div class=\"gb-element-62fba4e0\">\n<p class=\"gb-text mai-article-card-tag\"><span>Beverage industry<\/span><\/p>\n<\/div>\n<\/div>\n<\/article>\n<\/li>\n<\/ul>\n\n\n<div class=\"gb-element-af66939c gb-query-loop-pagination\">\n\n\n\n<\/div>\n<\/div>\n<\/div>\n<\/div>","protected":false},"excerpt":{"rendered":"<p>AI Vision &amp; Sensor Intelligence Solutions From high-speed manufacturing lines to city intersections, MarshallAI delivers real-time edge processing solutions that replace delicate legacy machine vision with robust, adaptable visual intelligence. Turnkey Deployment by Design Every MarshallAI solution is delivered as a complete, environment-specific system. We provide and integrate everything your operation requires\u2014including optics, illumination, cabling, &#8230; <a title=\"Solutions\" class=\"read-more\" href=\"https:\/\/marshallai.com\/fi\/solutions\/\" aria-label=\"Lue lis\u00e4\u00e4 aiheesta Solutions\">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-2395","page","type-page","status-publish","has-post-thumbnail"],"_links":{"self":[{"href":"https:\/\/marshallai.com\/fi\/wp-json\/wp\/v2\/pages\/2395","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=2395"}],"version-history":[{"count":14,"href":"https:\/\/marshallai.com\/fi\/wp-json\/wp\/v2\/pages\/2395\/revisions"}],"predecessor-version":[{"id":3907,"href":"https:\/\/marshallai.com\/fi\/wp-json\/wp\/v2\/pages\/2395\/revisions\/3907"}],"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=2395"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}