{"id":1,"date":"2026-10-06T19:46:42","date_gmt":"2026-10-06T19:46:42","guid":{"rendered":"http:\/\/amano-management.com\/?p=1"},"modified":"2026-10-09T11:46:03","modified_gmt":"2026-10-09T11:46:03","slug":"fmcg","status":"publish","type":"post","link":"https:\/\/amano-management.com\/index.php\/2026\/10\/06\/fmcg\/","title":{"rendered":"Retail Loss Prevention Project"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">Solution delivered: An AI model that identifies fraud patterns in transaction data from the point-of-sale system in all stores and chains. The store manager is notified and presented with the dubious transactions in a custom developed web application. The store managers provide feedback on the reported transactions after investigation of the specific cases. The findings are fed back into the AI model for a continuous improvement of the AI model.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Solution delivered: An AI model that identifies fraud patterns in transaction data from the point-of-sale system in all stores and chains. The store manager is notified and presented with the dubious transactions in a custom developed web application. The store managers provide feedback on the reported transactions after investigation of [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":99,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[5],"tags":[],"class_list":["post-1","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-fmcg"],"jetpack_featured_media_url":"https:\/\/amano-management.com\/wp-content\/uploads\/2026\/10\/FMCG1.jpg","_links":{"self":[{"href":"https:\/\/amano-management.com\/index.php\/wp-json\/wp\/v2\/posts\/1","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/amano-management.com\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/amano-management.com\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/amano-management.com\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/amano-management.com\/index.php\/wp-json\/wp\/v2\/comments?post=1"}],"version-history":[{"count":5,"href":"https:\/\/amano-management.com\/index.php\/wp-json\/wp\/v2\/posts\/1\/revisions"}],"predecessor-version":[{"id":154,"href":"https:\/\/amano-management.com\/index.php\/wp-json\/wp\/v2\/posts\/1\/revisions\/154"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/amano-management.com\/index.php\/wp-json\/wp\/v2\/media\/99"}],"wp:attachment":[{"href":"https:\/\/amano-management.com\/index.php\/wp-json\/wp\/v2\/media?parent=1"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/amano-management.com\/index.php\/wp-json\/wp\/v2\/categories?post=1"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/amano-management.com\/index.php\/wp-json\/wp\/v2\/tags?post=1"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}