{"id":29075,"date":"2025-07-14T11:51:14","date_gmt":"2025-07-14T04:51:14","guid":{"rendered":"https:\/\/renovacloud.com\/?post_type=usecase-pt&p=29075"},"modified":"2025-07-16T16:43:45","modified_gmt":"2025-07-16T09:43:45","slug":"planogram-compliance-with-aws-gen-ai","status":"publish","type":"usecase-pt","link":"https:\/\/renovacloud.com\/en\/usecase\/planogram-compliance-with-aws-gen-ai\/","title":{"rendered":"Planogram Compliance"},"content":{"rendered":"

Use AI to instantly check if store shelves match product layout plans\u2014saving time, reducing errors, and ensuring brand consistency.<\/span>With AWS, retailers can replace manual shelf checks with fast, automatic verification using images and intelligent insights.<\/span><\/p>\n

 <\/p>\n

The Challenge<\/b><\/h3>\n

In supermarkets and convenience stores, field staff must manually check if products like Coca-Cola or Sabeco items are placed correctly on shelves, fridges, or tables. Every morning, they compare the real shelf with a reference layout (planogram) and report findings to supervisors. This manual process is slow, inconsistent, and often inaccurate\u2014leading to missed sales opportunities and wasted time.<\/span><\/p>\n

 <\/p>\n

Solution Overview<\/b><\/h3>\n

AWS offers an AI-powered solution that helps automate this daily task. Field staff simply take photos of product displays. AWS services then:<\/span><\/p>\n

    \n
  1. Recognize the products,<\/span><\/li>\n
  2. Compare them to the expected layout, and<\/span><\/li>\n
  3. Return a compliance score and summary instantly.<\/span><\/li>\n<\/ol>\n

    This saves time, ensures consistent checks, and gives supervisors real-time visibility across all stores.<\/span><\/p>\n

    Key Capabilities<\/b><\/h3>\n
      \n
    • Smart product recognition: AI detects products and positions from shelf photos.<\/span><\/li>\n
    • Automatic layout matching: Compares real shelf with planogram to find issues.<\/span><\/li>\n
    • Instant compliance score: Shows how closely the layout follows the plan.<\/span><\/li>\n
    • Easy-to-read summaries: Provides short, clear reports for supervisors.<\/span><\/li>\n
    • Mobile-enabled: Works from a smartphone or tablet for field teams.<\/span><\/li>\n<\/ul>\n

      Business Benefits<\/b><\/h3>\n
        \n
      • Save time by automating daily shelf checks<\/span><\/li>\n
      • Improve store execution and product visibility<\/span><\/li>\n
      • Ensure brand and promotion consistency<\/span><\/li>\n
      • Reduce human errors and reporting delays<\/span><\/li>\n
      • Track performance across all locations easily<\/span><\/li>\n<\/ul>\n

        Use Cases<\/b><\/b><\/h3>\n
          \n
        • Shelf and fridge display validation<\/span><\/li>\n
        • Promotion and campaign checks<\/span><\/li>\n
        • Brand and supplier compliance tracking<\/span><\/li>\n
        • Store audit dashboards<\/span><\/li>\n<\/ul>\n

           <\/p>\n

          Customer Readiness Checklist\u00a0<\/b><\/h3>\n

          To start your proof of concept (POC), ensure the following:<\/span><\/p>\n

            \n
          • Sample shelf, fridge photos<\/span><\/li>\n
          • Sample planogram layouts for comparison<\/span><\/li>\n
          • Product list with images or packaging references<\/span><\/li>\n
          • Success Criteria: Clearly state the basic technical outcome needed for the POC to be successful\u00a0<\/span><\/li>\n<\/ul>\n

            Architecture, cost estimation, POC timeline<\/b><\/h3>\n

            POC timeline<\/b><\/p>\n\n\n\n\n\n\n
            Week 1: Requirement & Data Collection<\/span><\/td>\n<\/tr>\n
            Week 2: Env setup<\/span><\/td>\n<\/tr>\n
            Week 3-4: Tunning<\/span><\/td>\n<\/tr>\n
            Week 5: Testing<\/span><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

             <\/p>\n","protected":false},"featured_media":29141,"template":"","meta":[],"class_list":["post-29075","usecase-pt","type-usecase-pt","status-publish","has-post-thumbnail","hentry","usecase_cat-drive-efficiencies","usecase_cat-process-optimization","usecase_cat-retail"],"_links":{"self":[{"href":"https:\/\/renovacloud.com\/en\/wp-json\/wp\/v2\/usecase-pt\/29075","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/renovacloud.com\/en\/wp-json\/wp\/v2\/usecase-pt"}],"about":[{"href":"https:\/\/renovacloud.com\/en\/wp-json\/wp\/v2\/types\/usecase-pt"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/renovacloud.com\/en\/wp-json\/wp\/v2\/media\/29141"}],"wp:attachment":[{"href":"https:\/\/renovacloud.com\/en\/wp-json\/wp\/v2\/media?parent=29075"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}