{"id":2980,"date":"2026-06-11T09:59:13","date_gmt":"2026-06-11T08:59:13","guid":{"rendered":"https:\/\/aisvision.com\/es\/?p=2980"},"modified":"2026-06-11T10:16:34","modified_gmt":"2026-06-11T09:16:34","slug":"inspeccion-al-100-en-linea-por-que-el-muestreo-ya-no-basta","status":"publish","type":"post","link":"https:\/\/aisvision.com\/en\/2026\/06\/11\/100-percent-inline-inspection\/","title":{"rendered":"100% inline inspection: why sampling is no longer enough"},"content":{"rendered":"<p><span style=\"font-weight: 400;\">For years, sampling-based quality control was the industry standard. But in a market that tolerates no errors, checking only part of production is a hard risk to justify. Machine vision now makes it possible to inspect 100% of units inline, without stopping production.<\/span><\/p>\n<h2><b>The limits of sampling-based control<\/b><\/h2>\n<p><span style=\"font-weight: 400;\">Sampling assumes that if a sample is good, the whole batch is good. But defects are not always evenly distributed: a one-off machine fault can affect specific units that are never checked. The result is defective products reaching the customer.<\/span><\/p>\n<h2><b>What 100% inline inspection means<\/b><\/h2>\n<p><span style=\"font-weight: 400;\">It means every unit passing down the line is analysed automatically before moving on. No part escapes control, and defective ones are ejected on the spot, without stopping production.<\/span><\/p>\n<h2><b>How machine vision makes it possible<\/b><\/h2>\n<p><span style=\"font-weight: 400;\">Today&#8217;s systems inspect at very high speed, capturing and analysing images in milliseconds. This makes it possible to cover 100% of production even on fast lines, something impossible with manual inspection.<\/span><\/p>\n<h2><b>The benefits of total inspection<\/b><\/h2>\n<p><span style=\"font-weight: 400;\">Beyond zero defects reaching the shelf, 100% inspection delivers full traceability and a continuous stream of data to spot trends, anticipate machine faults and optimise the process.<\/span><\/p>\n<h2><b>A real case<\/b><\/h2>\n<p><span style=\"font-weight: 400;\">With the AIS REV 360 COMPACT system, canned-food manufacturers inspect all of their containers in 360\u00ba with Deep Learning, ensuring every product leaves flawless toward the point of sale.<\/span><\/p>\n<p><b>\u00a0\u00a0Make the leap from sampling to total inspection. Talk to AIS and find out how to apply it to your line.\u00a0\u00a0<\/b><\/p>","protected":false},"excerpt":{"rendered":"<p>For years, sampling-based quality control was the industry standard. But in a market that tolerates no errors, checking only part of production is a hard risk to justify. Machine vision now makes it possible to inspect 100% of units inline, without stopping production. The limits of sampling-based control Sampling assumes that if a sample is [&hellip;]<\/p>\n","protected":false},"author":2,"featured_media":2984,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"inline_featured_image":false,"footnotes":"","_links_to":"","_links_to_target":""},"categories":[1],"tags":[],"class_list":["post-2980","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-sin-categoria"],"acf":[],"views":32,"_links":{"self":[{"href":"https:\/\/aisvision.com\/en\/wp-json\/wp\/v2\/posts\/2980","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/aisvision.com\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/aisvision.com\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/aisvision.com\/en\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/aisvision.com\/en\/wp-json\/wp\/v2\/comments?post=2980"}],"version-history":[{"count":6,"href":"https:\/\/aisvision.com\/en\/wp-json\/wp\/v2\/posts\/2980\/revisions"}],"predecessor-version":[{"id":2987,"href":"https:\/\/aisvision.com\/en\/wp-json\/wp\/v2\/posts\/2980\/revisions\/2987"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/aisvision.com\/en\/wp-json\/wp\/v2\/media\/2984"}],"wp:attachment":[{"href":"https:\/\/aisvision.com\/en\/wp-json\/wp\/v2\/media?parent=2980"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/aisvision.com\/en\/wp-json\/wp\/v2\/categories?post=2980"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/aisvision.com\/en\/wp-json\/wp\/v2\/tags?post=2980"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}