{"id":94759,"date":"2026-04-06T11:32:43","date_gmt":"2026-04-06T14:32:43","guid":{"rendered":"https:\/\/www.ecommerceupdate.com.br\/?p=94759"},"modified":"2026-04-06T11:32:49","modified_gmt":"2026-04-06T14:32:49","slug":"como-o-varejo-pode-reduzir-perdas-em-flv-com-inteligencia-artificial","status":"publish","type":"post","link":"https:\/\/www.ecommerceupdate.com.br\/cs\/como-o-varejo-pode-reduzir-perdas-em-flv-com-inteligencia-artificial\/","title":{"rendered":"Jak m\u016f\u017ee maloobchod sn\u00ed\u017eit ztr\u00e1ty na FLV pomoc\u00ed um\u011bl\u00e9 inteligence"},"content":{"rendered":"<p class=\"wp-block-paragraph\">\u0158\u00edzen\u00ed ovoce a zeleniny (FLV) je kategorie zn\u00e1m\u00e1 spot\u0159ebitelem jako hortifruti (OVOCE) je jednou z nejn\u00e1ro\u010dn\u011bj\u0161\u00edch operac\u00ed v maloobchod\u011b s potravinami Vy\u017eaduje systematick\u00e9 \u010dten\u00ed popt\u00e1vky, ka\u017edodenn\u00ed koordinaci logistiky a rozhodnut\u00ed, kter\u00e1 se li\u0161\u00ed obchod od obchodu \u00daloha FLV se odr\u00e1\u017e\u00ed i v ekonomick\u00e9m rozsahu jeho ztr\u00e1t Studie Brazilsk\u00e9 asociace supermarket\u016f (ABRAS) nazna\u010duj\u00ed, \u017ee brazilsk\u00fd trh \u017eije ro\u010dn\u011b se ztr\u00e1tami ovoce, zeleniny a zeleniny v\u00edce ne\u017e 1 miliardou R$ (\u00fadaje, kter\u00e9 ukazuj\u00ed provozn\u00ed v\u00e1hu kategorie v sektoru t\u011bsn\u00fdch mar\u017e\u00ed.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Pr\u00e1v\u011b v tomto kontextu je konsolidov\u00e1na um\u011bl\u00e1 inteligence jako n\u00e1stroj na podporu rozhodov\u00e1n\u00ed Integrac\u00ed \u00fadaj\u016f o prodeji, po\u010das\u00ed, sez\u00f3nnosti, kalend\u00e1\u0159i a v\u00fdkonu na obchod zvy\u0161uje technologie analytickou kapacitu a zvy\u0161uje p\u0159edv\u00eddatelnost a asertivitu v ka\u017edodenn\u00edm rozhodov\u00e1n\u00ed.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">V praxi AI a strojov\u00e9 u\u010den\u00ed umo\u017e\u0148uj\u00ed vyv\u00e1\u017een\u011bj\u0161\u00ed rozhodnut\u00ed mezi rizikem chyb\u011bj\u00edc\u00edch produkt\u016f na pultech a rizikem zbytk\u016f, kter\u00e9 generuj\u00ed ztr\u00e1ty, s ohledem na zvl\u00e1\u0161tnosti ka\u017ed\u00e9ho obchodu a regionu. S\u00edt\u011b, kter\u00e9 za\u010dlenily pokro\u010dil\u00e9 modely anal\u00fdzy dat, pozoruj\u00ed relevantn\u00ed provozn\u00ed zisky v kategori\u00edch podl\u00e9haj\u00edc\u00edch zk\u00e1ze, co\u017e posiluje, \u017ee efektivita je v\u00fdsledkem kvalifikovan\u00fdch informac\u00ed aplikovan\u00fdch na zku\u0161enosti t\u011bch, kte\u0159\u00ed operaci znaj\u00ed.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Tento provozn\u00ed pokrok generuje pozitivn\u00ed efekty v cel\u00e9m \u0159et\u011bzci Lep\u0161\u00ed kalibrovan\u00e9 procesy zlep\u0161uj\u00ed vyu\u017e\u00edv\u00e1n\u00ed zdroj\u016f a pragmaticky posiluj\u00ed z\u00e1vazky v oblasti \u017eivotn\u00edho prost\u0159ed\u00ed, ani\u017e by vy\u017eadovaly naru\u0161en\u00ed rutiny obchodu. Udr\u017eitelnost je v tomto sc\u00e9n\u00e1\u0159i p\u0159\u00edm\u00fdm d\u016fsledkem dob\u0159e strukturovan\u00e9ho \u0159\u00edzen\u00ed.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Brazilsk\u00fd maloobchod ji\u017e dominuje provozu FLV Dal\u0161\u00edm krokem je roz\u0161\u00ed\u0159en\u00ed kvality \u0159\u00edzen\u00ed o n\u00e1stroje schopn\u00e9 doprov\u00e1zet st\u00e1le dynami\u010dt\u011bj\u0161\u00ed prost\u0159ed\u00ed P\u0159ijet\u00edm um\u011bl\u00e9 inteligence jako strategick\u00e9ho spojence posiluje supermarket svou konkurenceschopnost, sv\u00e9 mar\u017ee a vytv\u00e1\u0159\u00ed pevn\u011bj\u0161\u00ed z\u00e1klady pro efektivn\u00ed r\u016fst, p\u0159edv\u00eddatelnost a odpov\u011bdnost.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">*Od Marca Perlmana, spoluzakladatele a gener\u00e1ln\u00edho \u0159editele Aravita, startupu s um\u011blou inteligenc\u00ed, kter\u00fd pom\u00e1h\u00e1 maloobchodn\u00edk\u016fm optimalizovat jejich spr\u00e1vu FLV<\/p>","protected":false},"excerpt":{"rendered":"<p>A gest\u00e3o de frutas, legumes e verduras (FLV) \u2014 categoria conhecida pelo consumidor como hortifruti \u2014 \u00e9 uma das opera\u00e7\u00f5es mais demandantes do varejo alimentar. Exige leitura sistem\u00e1tica de demanda, [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":84087,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[35,36],"tags":[47,68,43],"class_list":["post-94759","post","type-post","status-publish","format-standard","has-post-thumbnail","category-artigos","category-dicas-artigos","tag-artigos","tag-dicas","tag-e-commerce"],"aioseo_notices":[],"_links":{"self":[{"href":"https:\/\/www.ecommerceupdate.com.br\/cs\/wp-json\/wp\/v2\/posts\/94759","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.ecommerceupdate.com.br\/cs\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.ecommerceupdate.com.br\/cs\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.ecommerceupdate.com.br\/cs\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.ecommerceupdate.com.br\/cs\/wp-json\/wp\/v2\/comments?post=94759"}],"version-history":[{"count":0,"href":"https:\/\/www.ecommerceupdate.com.br\/cs\/wp-json\/wp\/v2\/posts\/94759\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.ecommerceupdate.com.br\/cs\/wp-json\/wp\/v2\/media\/84087"}],"wp:attachment":[{"href":"https:\/\/www.ecommerceupdate.com.br\/cs\/wp-json\/wp\/v2\/media?parent=94759"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.ecommerceupdate.com.br\/cs\/wp-json\/wp\/v2\/categories?post=94759"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.ecommerceupdate.com.br\/cs\/wp-json\/wp\/v2\/tags?post=94759"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}