The SKU detection engine has been completely rebuilt. What used to take 2\u20135 minutes of manual corrections per shelf now takes a 30-second review.<\/p>\n\n\n\n
For a typical session with three shelves and 86 SKUs each, that’s up to 7 minutes saved on setup alone<\/strong>, before a single insight has been generated.<\/p>\n\n\n\n Multiply that across your team, your projects, your store visits. The time adds up fast.\u00a0visits. The time\u00a0adds\u00a0up\u00a0fast.\u00a0<\/p>\n\n\n\n The moment you upload a shelf image, the platform automatically detects every product and proposes accurate bounding boxes instantly. No drawing. No waiting.<\/p>\n\n\n\n <\/p>\n\n\n\n The detection runs at 3x the previous speed<\/strong>, finds products with 93.2% recall<\/strong> (catching 93 out of every 100 products on the shelf automatically), and delivers 91.4% precision<\/strong> (91 out of 100 detections are correct, with minimal false positives to clean up).<\/p>\n\n\n\n The result: you spend less time fixing detections and more time doing what the platform exists for. Analyzing category performance and making better shelf decisions.<\/p>\n\n\n\n The updated flow is built for reviewing, not redrawing. The platform does the heavy lifting, you confirm what it found:<\/p>\n\n\n\n Upload<\/strong> your shelf image. Detection completes in seconds.<\/p>\n\n\n\n Review<\/strong> detected products in a clear, high-contrast overview. Everything the platform found, immediately visible.<\/p>\n\n\n\n Assign<\/strong> SKUs to brands, ranges, or competitors with a cleaner interface that shows SKU counts per group, reducing review time.<\/p>\n\n\n\n Confirm<\/strong> the final grouping before proceeding. All assignments visible at a glance, so mistakes get caught before they reach your analysis.<\/p>\n\n\n\n Proceed to analysis.<\/strong> Same processing as always, same results you can rely on.<\/p>\n\n\n\n The detection update touches setup only. Every algorithm behind share of shelf, facings, placement analysis, and attention modeling remains exactly the same. Existing projects, templates, and workflows are unaffected.<\/p>\n\n\n\n What improved is the on-ramp. The destination is identical. You just get there faster.<\/p>\n\n\n\n Your media budget builds awareness. Your packaging builds preference. Your promotions drive trial. But all of it, every euro, every activation, every campaign, only delivers if the product is placed right, visible, and optimized at the point of purchase.<\/p>\n\n\n\n The shelf is not the last step. It’s the one that makes every other step count.<\/p>\n\n\n\n With the most accurate and fastest SKU detection on the market, our Apps Pack & Shelf and Category Management give category managers and brand teams the speed to act before opportunities close, and the confidence that what they’re analyzing reflects reality.<\/p>\n\n\n\n <\/p>\n","protected":false},"excerpt":{"rendered":" Every campaign, every promotion, every media euro your brand spends has one ultimate destination: the shelf. That’s where purchase decisions are made. That’s where brand equity either pays off or doesn’t. And shelf space, measured in meters at retail, is among the most expensive real estate in the world. Brands fight for every facing. Retailers […]<\/p>\n","protected":false},"author":16,"featured_media":4879,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_breakdance_hide_in_design_set":false,"_breakdance_tags":"","footnotes":"","_breakdance_data":""},"categories":[14,47],"tags":[],"class_list":["post-4874","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-blog","category-pack-shelf"],"_links":{"self":[{"href":"https:\/\/brainsuite.ai\/en\/wp-json\/wp\/v2\/posts\/4874","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/brainsuite.ai\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/brainsuite.ai\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/brainsuite.ai\/en\/wp-json\/wp\/v2\/users\/16"}],"replies":[{"embeddable":true,"href":"https:\/\/brainsuite.ai\/en\/wp-json\/wp\/v2\/comments?post=4874"}],"version-history":[{"count":5,"href":"https:\/\/brainsuite.ai\/en\/wp-json\/wp\/v2\/posts\/4874\/revisions"}],"predecessor-version":[{"id":4888,"href":"https:\/\/brainsuite.ai\/en\/wp-json\/wp\/v2\/posts\/4874\/revisions\/4888"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/brainsuite.ai\/en\/wp-json\/wp\/v2\/media\/4879"}],"wp:attachment":[{"href":"https:\/\/brainsuite.ai\/en\/wp-json\/wp\/v2\/media?parent=4874"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/brainsuite.ai\/en\/wp-json\/wp\/v2\/categories?post=4874"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/brainsuite.ai\/en\/wp-json\/wp\/v2\/tags?post=4874"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}![\"\"](\"https:\/\/brainsuite.ai\/wp-content\/uploads\/2026\/04\/image.png\")
<\/figure>\n\n\n\nWhat Actually Changed<\/strong> <\/h3>\n\n\n\n
![\"\"](\"https:\/\/brainsuite.ai\/wp-content\/uploads\/2026\/04\/image-2.png\")
<\/figure>\n\n\n\nA Workflow That Gets Out of Your Way<\/strong> <\/h3>\n\n\n\n
![\"\"](\"https:\/\/brainsuite.ai\/wp-content\/uploads\/2026\/04\/image-1.png\")
<\/figure>\n\n\n\nThe Analysis? Unchanged. As Accurate as Ever.<\/strong> <\/h3>\n\n\n\n
The Shelf Is Where Everything Converges.<\/strong> <\/h3>\n\n\n\n
Want to see what faster shelf analysis looks like in practice?<\/strong> <\/h3>\n\n\n\n
\ud83d\udc49 Book a demo<\/strong><\/a> <\/h2>\n\n\n\n