{"id":5567,"date":"2024-12-13T12:51:12","date_gmt":"2024-12-13T12:51:12","guid":{"rendered":"https:\/\/aipix.ai\/blog\/?p=5567"},"modified":"2026-03-26T14:54:29","modified_gmt":"2026-03-26T14:54:29","slug":"etude-de-cas-sur-la-construction-dune-infrastructure-de-centre-commercial-intelligent-avec-videosurveillance-analyse-video-et-systemes-de-securite-integres","status":"publish","type":"post","link":"https:\/\/aipix.ai\/blog\/fr\/case-study-building-a-smart-retail-mall-infrastructure-with-video-surveillance-video-analytics-and-integrated-security-systems\/","title":{"rendered":"\u00c9tude de cas : Centre commercial intelligent"},"content":{"rendered":"<h1 class=\"wp-block-heading\">\u00c9tude de cas de vid\u00e9osurveillance dans le cloud\u00a0: Centre commercial intelligent<\/h1>\n\n\n  \r\n<style>\r\n  .wpj-jtoc.--jtoc-theme-original.--jtoc-has-custom-styles {\r\n      --jtoc-numeration-suffix: \". \";    }\r\n          .wpj-jtoc.--jtoc-theme-original.--jtoc-has-custom-styles {\r\n      --jtoc-hierarchy-offset: 15px;\n--jtoc-background-color: #efefef;\n--jtoc-toc-box-shadow: 0 0 16px #c2c2c280;\n--jtoc-title-color: #000000;\n--jtoc-toggle-color: rgba(22,249,211,0.92);\n--jtoc-link-margin: 0 0 5px 0;\n--jtoc-link-font-size: 125%;    }<\/style>\r\n\r\n<div id=\"wpj-jtoc\" class=\"wpj-jtoc wpj-jtoc--main --jtoc-the-content --jtoc-theme-original --jtoc-title-align-left --jtoc-toggle-icon --jtoc-toggle-position-right --jtoc-toggle-1 --jtoc-has-numeration --jtoc-has-custom-styles --jtoc-is-unfolded\" >\r\n  <!-- TOC -->\r\n  <div class=\"wpj-jtoc--toc\" >\r\n              <div class=\"wpj-jtoc--header\">\r\n        <div class=\"wpj-jtoc--header-main\">\r\n                    <div class=\"wpj-jtoc--title\">\r\n                        <span class=\"wpj-jtoc--title-label\">Table des mati\u00e8res<\/span>\r\n          <\/div>\r\n                                <div class=\"wpj-jtoc--toggle-wrap\">\r\n                                                          <div class=\"wpj-jtoc--toggle-box\">\r\n                  <div class=\"wpj-jtoc--toggle\"><\/div>\r\n                <\/div>\r\n                          <\/div>\r\n                  <\/div>\r\n      <\/div>\r\n            <div class=\"wpj-jtoc--body\">\r\n            <nav class=\"wpj-jtoc--nav\">\r\n        <ol class=\"wpj-jtoc--items\"><li class=\"wpj-jtoc--item --jtoc-h2\">\r\n        <div class=\"wpj-jtoc--item-content\" data-depth=\"2\">\r\n                        <a href=\"#building-a-smart-retail-mall-infrastructure-with-video-surveillance-video-analytics-and-integrated-security-systems\" title=\"Construire une infrastructure de centre commercial intelligent avec vid\u00e9osurveillance, analyse vid\u00e9o et syst\u00e8mes de s\u00e9curit\u00e9 int\u00e9gr\u00e9s\" data-numeration=\"1\" >Construire une infrastructure de centre commercial intelligent avec vid\u00e9osurveillance, analyse vid\u00e9o et syst\u00e8mes de s\u00e9curit\u00e9 int\u00e9gr\u00e9s<\/a>\r\n                    <\/div><ol class=\"wpj-jtoc--items\"><li class=\"wpj-jtoc--item --jtoc-h3\">\r\n        <div class=\"wpj-jtoc--item-content\" data-depth=\"3\">\r\n                        <a href=\"#case-study-video-surveillance-overview\" title=\"\u00c9tude de cas\u00a0: vid\u00e9osurveillance. Aper\u00e7u\" data-numeration=\"1.1\" >\u00c9tude de cas\u00a0: vid\u00e9osurveillance. Aper\u00e7u<\/a>\r\n                    <\/div><\/li><li class=\"wpj-jtoc--item --jtoc-h3\">\r\n        <div class=\"wpj-jtoc--item-content\" data-depth=\"3\">\r\n                        <a href=\"#case-study-video-surveillance-problem\" title=\"\u00c9tude de cas\u00a0: vid\u00e9osurveillance. Probl\u00e8me\" data-numeration=\"1.2\" >\u00c9tude de cas\u00a0: vid\u00e9osurveillance. Probl\u00e8me<\/a>\r\n                    <\/div><ol class=\"wpj-jtoc--items\"><li class=\"wpj-jtoc--item --jtoc-h4\">\r\n        <div class=\"wpj-jtoc--item-content\" data-depth=\"4\">\r\n                        <a href=\"#1-safety-concerns\" title=\"1. Probl\u00e8mes de s\u00e9curit\u00e9\" data-numeration=\"1.2.1\" >1. Probl\u00e8mes de s\u00e9curit\u00e9<\/a>\r\n                    <\/div><\/li><li class=\"wpj-jtoc--item --jtoc-h4\">\r\n        <div class=\"wpj-jtoc--item-content\" data-depth=\"4\">\r\n                        <a href=\"#2-operational-challenges\" title=\"2. D\u00e9fis op\u00e9rationnels\" data-numeration=\"1.2.2\" >2. D\u00e9fis op\u00e9rationnels<\/a>\r\n                    <\/div><\/li><li class=\"wpj-jtoc--item --jtoc-h4\">\r\n        <div class=\"wpj-jtoc--item-content\" data-depth=\"4\">\r\n                        <a href=\"#3-analytics-limitations\" title=\"3. Limitations de l&#039;analyse\" data-numeration=\"1.2.3\" >3. Limitations de l&#039;analyse<\/a>\r\n                    <\/div><\/li><li class=\"wpj-jtoc--item --jtoc-h4\">\r\n        <div class=\"wpj-jtoc--item-content\" data-depth=\"4\">\r\n                        <a href=\"#4-marketing-gaps\" title=\"4. Lacunes du marketing\" data-numeration=\"1.2.4\" >4. Lacunes du marketing<\/a>\r\n                    <\/div><\/li><li class=\"wpj-jtoc--item --jtoc-h4\">\r\n        <div class=\"wpj-jtoc--item-content\" data-depth=\"4\">\r\n                        <a href=\"#5-management-inefficiencies\" title=\"5. Inefficacit\u00e9s de gestion\" data-numeration=\"1.2.5\" >5. Inefficacit\u00e9s de gestion<\/a>\r\n                    <\/div><\/li><\/ol><\/li><li class=\"wpj-jtoc--item --jtoc-h3\">\r\n        <div class=\"wpj-jtoc--item-content\" data-depth=\"3\">\r\n                        <a href=\"#case-study-video-surveillance-solution\" title=\"\u00c9tude de cas\u00a0: vid\u00e9osurveillance. Solution\" data-numeration=\"1.3\" >\u00c9tude de cas\u00a0: vid\u00e9osurveillance. Solution<\/a>\r\n                    <\/div><\/li><li class=\"wpj-jtoc--item --jtoc-h3\">\r\n        <div class=\"wpj-jtoc--item-content\" data-depth=\"3\">\r\n                        <a href=\"#enhancing-retail-security-and-operations-with-advanced-video-surveillance-solutions\" title=\"Am\u00e9liorer la s\u00e9curit\u00e9 et les op\u00e9rations de vente au d\u00e9tail gr\u00e2ce \u00e0 des solutions de vid\u00e9osurveillance avanc\u00e9es \" data-numeration=\"1.4\" >Am\u00e9liorer la s\u00e9curit\u00e9 et les op\u00e9rations de vente au d\u00e9tail gr\u00e2ce \u00e0 des solutions de vid\u00e9osurveillance avanc\u00e9es <\/a>\r\n                    <\/div><\/li><li class=\"wpj-jtoc--item --jtoc-h3\">\r\n        <div class=\"wpj-jtoc--item-content\" data-depth=\"3\">\r\n                        <a href=\"#key-features-benefits\" title=\"Principales caract\u00e9ristiques et avantages\" data-numeration=\"1.5\" >Principales caract\u00e9ristiques et avantages<\/a>\r\n                    <\/div><ol class=\"wpj-jtoc--items\"><li class=\"wpj-jtoc--item --jtoc-h4\">\r\n        <div class=\"wpj-jtoc--item-content\" data-depth=\"4\">\r\n                        <a href=\"#customer-traffic-analysis\" title=\"Analyse du trafic client\" data-numeration=\"1.5.1\" >Analyse du trafic client<\/a>\r\n                    <\/div><ol class=\"wpj-jtoc--items\"><li class=\"wpj-jtoc--item --jtoc-h5\">\r\n        <div class=\"wpj-jtoc--item-content\" data-depth=\"5\">\r\n                        <a href=\"#description\" title=\"Description\" data-numeration=\"1.5.1.1\" >Description<\/a>\r\n                    <\/div><\/li><li class=\"wpj-jtoc--item --jtoc-h5\">\r\n        <div class=\"wpj-jtoc--item-content\" data-depth=\"5\">\r\n                        <a href=\"#key-benefit\" title=\"Avantage cl\u00e9\" data-numeration=\"1.5.1.2\" >Avantage cl\u00e9<\/a>\r\n                    <\/div><\/li><\/ol><\/li><li class=\"wpj-jtoc--item --jtoc-h4\">\r\n        <div class=\"wpj-jtoc--item-content\" data-depth=\"4\">\r\n                        <a href=\"#queue-management\" title=\"Gestion des files d&#039;attente\" data-numeration=\"1.5.2\" >Gestion des files d&#039;attente<\/a>\r\n                    <\/div><ol class=\"wpj-jtoc--items\"><li class=\"wpj-jtoc--item --jtoc-h5\">\r\n        <div class=\"wpj-jtoc--item-content\" data-depth=\"5\">\r\n                        <a href=\"#description_1\" title=\"Description\" data-numeration=\"1.5.2.1\" >Description<\/a>\r\n                    <\/div><\/li><li class=\"wpj-jtoc--item --jtoc-h5\">\r\n        <div class=\"wpj-jtoc--item-content\" data-depth=\"5\">\r\n                        <a href=\"#key-benefit_1\" title=\"Avantage cl\u00e9\" data-numeration=\"1.5.2.2\" >Avantage cl\u00e9<\/a>\r\n                    <\/div><\/li><\/ol><\/li><li class=\"wpj-jtoc--item --jtoc-h4\">\r\n        <div class=\"wpj-jtoc--item-content\" data-depth=\"4\">\r\n                        <a href=\"#shoplifting-detection\" title=\"D\u00e9tection de vol \u00e0 l&#039;\u00e9talage\" data-numeration=\"1.5.3\" >D\u00e9tection de vol \u00e0 l&#039;\u00e9talage<\/a>\r\n                    <\/div><ol class=\"wpj-jtoc--items\"><li class=\"wpj-jtoc--item --jtoc-h5\">\r\n        <div class=\"wpj-jtoc--item-content\" data-depth=\"5\">\r\n                        <a href=\"#description_2\" title=\"Description\" data-numeration=\"1.5.3.1\" >Description<\/a>\r\n                    <\/div><\/li><li class=\"wpj-jtoc--item --jtoc-h5\">\r\n        <div class=\"wpj-jtoc--item-content\" data-depth=\"5\">\r\n                        <a href=\"#key-benefit_2\" title=\"Avantage cl\u00e9\" data-numeration=\"1.5.3.2\" >Avantage cl\u00e9<\/a>\r\n                    <\/div><\/li><\/ol><\/li><li class=\"wpj-jtoc--item --jtoc-h4\">\r\n        <div class=\"wpj-jtoc--item-content\" data-depth=\"4\">\r\n                        <a href=\"#pickpocket-prevention\" title=\"Pr\u00e9vention des pickpockets\" data-numeration=\"1.5.4\" >Pr\u00e9vention des pickpockets<\/a>\r\n                    <\/div><ol class=\"wpj-jtoc--items\"><li class=\"wpj-jtoc--item --jtoc-h5\">\r\n        <div class=\"wpj-jtoc--item-content\" data-depth=\"5\">\r\n                        <a href=\"#description_3\" title=\"Description\" data-numeration=\"1.5.4.1\" >Description<\/a>\r\n                    <\/div><\/li><li class=\"wpj-jtoc--item --jtoc-h5\">\r\n        <div class=\"wpj-jtoc--item-content\" data-depth=\"5\">\r\n                        <a href=\"#key-benefit_3\" title=\"Avantage cl\u00e9\" data-numeration=\"1.5.4.2\" >Avantage cl\u00e9<\/a>\r\n                    <\/div><\/li><\/ol><\/li><li class=\"wpj-jtoc--item --jtoc-h4\">\r\n        <div class=\"wpj-jtoc--item-content\" data-depth=\"4\">\r\n                        <a href=\"#crowd-density-monitoring\" title=\"Surveillance de la densit\u00e9 de foule\" data-numeration=\"1.5.5\" >Surveillance de la densit\u00e9 de foule<\/a>\r\n                    <\/div><ol class=\"wpj-jtoc--items\"><li class=\"wpj-jtoc--item --jtoc-h5\">\r\n        <div class=\"wpj-jtoc--item-content\" data-depth=\"5\">\r\n                        <a href=\"#description_4\" title=\"Description\" data-numeration=\"1.5.5.1\" >Description<\/a>\r\n                    <\/div><\/li><li class=\"wpj-jtoc--item --jtoc-h5\">\r\n        <div class=\"wpj-jtoc--item-content\" data-depth=\"5\">\r\n                        <a href=\"#key-benefit_4\" title=\"Avantage cl\u00e9\" data-numeration=\"1.5.5.2\" >Avantage cl\u00e9<\/a>\r\n                    <\/div><\/li><\/ol><\/li><li class=\"wpj-jtoc--item --jtoc-h4\">\r\n        <div class=\"wpj-jtoc--item-content\" data-depth=\"4\">\r\n                        <a href=\"#staff-efficiency-analysis\" title=\"Analyse de l&#039;efficacit\u00e9 du personnel\" data-numeration=\"1.5.6\" >Analyse de l&#039;efficacit\u00e9 du personnel<\/a>\r\n                    <\/div><ol class=\"wpj-jtoc--items\"><li class=\"wpj-jtoc--item --jtoc-h5\">\r\n        <div class=\"wpj-jtoc--item-content\" data-depth=\"5\">\r\n                        <a href=\"#description_5\" title=\"Description\" data-numeration=\"1.5.6.1\" >Description<\/a>\r\n                    <\/div><\/li><li class=\"wpj-jtoc--item --jtoc-h5\">\r\n        <div class=\"wpj-jtoc--item-content\" data-depth=\"5\">\r\n                        <a href=\"#key-benefit_5\" title=\"Avantage cl\u00e9\" data-numeration=\"1.5.6.2\" >Avantage cl\u00e9<\/a>\r\n                    <\/div><\/li><\/ol><\/li><\/ol><\/li><li class=\"wpj-jtoc--item --jtoc-h3\">\r\n        <div class=\"wpj-jtoc--item-content\" data-depth=\"3\">\r\n                        <a href=\"#conclusion\" title=\"Conclusion\" data-numeration=\"1.6\" >Conclusion<\/a>\r\n                    <\/div><\/li><\/ol><\/li><\/ol>      <\/nav>\r\n          <\/div>\r\n      <\/div>\r\n<\/div>\r\n\n\n\n<div style=\"height:44px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h2 class=\"wp-block-heading joli-heading jtoc-heading\" id=\"building-a-smart-retail-mall-infrastructure-with-video-surveillance-video-analytics-and-integrated-security-systems\">Construire une infrastructure de centre commercial intelligent avec vid\u00e9osurveillance, analyse vid\u00e9o et syst\u00e8mes de s\u00e9curit\u00e9 int\u00e9gr\u00e9s<\/h2>\n\n\n\n<div style=\"height:42px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h3 class=\"wp-block-heading joli-heading jtoc-heading\" id=\"case-study-video-surveillance-overview\">\u00c9tude de cas\u00a0: vid\u00e9osurveillance. Aper\u00e7u<\/h3>\n\n\n\n<div style=\"height:42px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p>Dans le secteur de la vente au d\u00e9tail, notamment aux heures de pointe, maintenir un environnement s\u00e9curis\u00e9 et bien organis\u00e9 peut repr\u00e9senter un d\u00e9fi majeur. Cette \u00e9tude de cas d\u00e9crit comment un op\u00e9rateur t\u00e9l\u00e9com europ\u00e9en a propos\u00e9 une offre compl\u00e8te.<a href=\"https:\/\/aipix.ai\/value-added-services\/vsaas\"> solution de vid\u00e9osurveillance en tant que service (VSaaS) bas\u00e9e sur le cloud<\/a> Organiser une cha\u00eene de centres commerciaux dans une ville touristique populaire, en s&#039;attaquant aux probl\u00e8mes op\u00e9rationnels communs et en renfor\u00e7ant la s\u00e9curit\u00e9 gr\u00e2ce \u00e0 des technologies de pointe\u00a0: vid\u00e9osurveillance, analyse vid\u00e9o bas\u00e9e sur l&#039;IA, <a href=\"https:\/\/aipix.ai\/value-added-services\/smart-intercom-as-a-service\">gestion des acc\u00e8s<\/a>, et <a href=\"https:\/\/aipix.ai\/value-added-services\/public-wifi-as-a-service\">Wi-Fi public<\/a>.<\/p>\n\n\n\n<div style=\"height:38px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p>Allez ci-dessous pour explorer tous les d\u00e9tails de l&#039;\u00e9tude de cas sur la vid\u00e9osurveillance !<\/p>\n\n\n\n<div style=\"height:42px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h3 class=\"wp-block-heading joli-heading jtoc-heading\" id=\"case-study-video-surveillance-problem\">\u00c9tude de cas\u00a0: vid\u00e9osurveillance. Probl\u00e8me<\/h3>\n\n\n\n<div style=\"height:42px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p>Le centre commercial a d\u00fb faire face \u00e0 plusieurs difficult\u00e9s op\u00e9rationnelles pendant les week-ends, les jours f\u00e9ri\u00e9s et les soldes, avec une augmentation marqu\u00e9e de la fr\u00e9quentation. Parmi les principaux d\u00e9fis, on peut citer\u00a0:<\/p>\n\n\n\n<h4 class=\"wp-block-heading joli-heading jtoc-heading\" id=\"1-safety-concerns\">1. Probl\u00e8mes de s\u00e9curit\u00e9<\/h4>\n\n\n\n<p><a href=\"https:\/\/www.securitymagazine.com\/articles\/100263-54-of-smb-retailers-have-installed-security-cameras-in-the-past-year\">Les statistiques disent<\/a> Une \u00e9tude de Software Advice sur la s\u00e9curit\u00e9 et la pr\u00e9vention des pertes dans le commerce de d\u00e9tail r\u00e9v\u00e8le que 681\u00a0000 PME du secteur sont confront\u00e9es \u00e0 des taux de d\u00e9marque inconnue sup\u00e9rieurs \u00e0 la moyenne du secteur, qui est de 1,51\u00a0000. Cette hausse est principalement due au vol externe, notamment le vol \u00e0 l&#039;\u00e9talage, le crime organis\u00e9 dans le commerce de d\u00e9tail et les retours frauduleux, ce qui repr\u00e9sente un d\u00e9fi majeur pour les entreprises aux marges b\u00e9n\u00e9ficiaires plus faibles et disposant de m\u00e9thodes de pr\u00e9vention des pertes moins performantes. Pour lutter contre la d\u00e9marque inconnue, de nombreuses PME mettent en \u0153uvre diverses strat\u00e9gies. Notamment, 541\u00a0000 d&#039;entre elles ont install\u00e9 ou modernis\u00e9 leurs cam\u00e9ras de s\u00e9curit\u00e9 au cours de l&#039;ann\u00e9e \u00e9coul\u00e9e, t\u00e9moignant ainsi de leur volont\u00e9 d&#039;am\u00e9liorer la surveillance et de minimiser les vols.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Risques de surpopulation<\/strong>Aux heures de pointe, le centre commercial connaissait fr\u00e9quemment des densit\u00e9s de foule dangereuses dans certaines zones, telles que les entr\u00e9es, les aires de restauration et les commerces populaires. Ces conditions augmentaient le risque d&#039;accidents, tels que tr\u00e9buchements, chutes et urgences m\u00e9dicales. Elles posaient un risque de non-respect des r\u00e8gles de s\u00e9curit\u00e9.<\/li>\n\n\n\n<li><strong>D\u00e9tection d&#039;incendie et de danger<\/strong>Les syst\u00e8mes de s\u00e9curit\u00e9 incendie \u00e9taient en grande partie r\u00e9actifs, s\u2019appuyant sur des interventions manuelles et des syst\u00e8mes d\u2019alarme retard\u00e9s, ce qui prolongeait les temps de r\u00e9ponse et mettait en danger les clients et le personnel en cas d\u2019urgence.<\/li>\n\n\n\n<li><strong>Coordination d&#039;urgence<\/strong>En cas d\u2019\u00e9vacuation ou d\u2019urgence m\u00e9dicale, le manque de communication coh\u00e9rente et de connaissance de la situation en temps r\u00e9el rendait la coordination entre les \u00e9quipes de s\u00e9curit\u00e9 et la direction du centre commercial inefficace.<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading joli-heading jtoc-heading\" id=\"2-operational-challenges\">2. D\u00e9fis op\u00e9rationnels<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Vol et r\u00e9tr\u00e9cissement<\/strong>L&#039;immensit\u00e9 du centre commercial et la concentration de marchandises de grande valeur dans les diff\u00e9rents magasins ont cr\u00e9\u00e9 des opportunit\u00e9s de vol. Les \u00e9quipes de s\u00e9curit\u00e9 peinaient \u00e0 identifier et \u00e0 dissuader les vols \u00e0 l&#039;\u00e9talage sans patrouilles constantes ni surveillance intrusive des clients.<\/li>\n\n\n\n<li><strong>Gestion des flux de clients<\/strong>Des goulots d&#039;\u00e9tranglement se produisaient fr\u00e9quemment dans les zones \u00e0 forte fr\u00e9quentation, telles que les caisses, les escaliers m\u00e9caniques et les all\u00e9es des magasins. Une circulation inefficace \u00e9tait souvent source de frustration pour les clients, notamment lors des \u00e9v\u00e9nements promotionnels et des p\u00e9riodes de pointe des f\u00eates.<\/li>\n\n\n\n<li><strong>Inefficacit\u00e9s des files d&#039;attente<\/strong>Les longues files d\u2019attente aux caisses ont r\u00e9duit la satisfaction des clients et entra\u00een\u00e9 des pertes de ventes, car les acheteurs impatients ont abandonn\u00e9 leur panier ou sont partis sans terminer leurs achats.<\/li>\n\n\n\n<li><strong>Probl\u00e8mes de d\u00e9ploiement du personnel<\/strong>Sans donn\u00e9es pr\u00e9cises sur les heures de pointe et les zones \u00e0 forte densit\u00e9, la direction du centre commercial a eu du mal \u00e0 positionner efficacement le personnel, ce qui a souvent entra\u00een\u00e9 un sous-effectif pendant les p\u00e9riodes de pointe et un sureffectif pendant les heures plus calmes.<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading joli-heading jtoc-heading\" id=\"3-analytics-limitations\">3. Limitations de l&#039;analyse<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Manque de connaissances comportementales<\/strong>Les exploitants de centres commerciaux ne disposaient d&#039;aucune donn\u00e9e sur les interactions des clients avec les espaces, notamment sur l&#039;agencement des magasins les plus pris\u00e9s, les sections fr\u00e9quemment fr\u00e9quent\u00e9es ou les itin\u00e9raires de shopping privil\u00e9gi\u00e9s. Ce manque de visibilit\u00e9 entravait leur capacit\u00e9 \u00e0 am\u00e9liorer l&#039;exp\u00e9rience client ou \u00e0 optimiser la performance des locataires.<\/li>\n\n\n\n<li><strong>Aucune pr\u00e9vision de trafic<\/strong>La direction manquait d\u2019outils pour pr\u00e9voir les p\u00e9riodes de pointe en fonction des tendances historiques, des conditions m\u00e9t\u00e9orologiques ou des \u00e9v\u00e9nements locaux, ce qui rendait plus difficile la pr\u00e9paration aux pics de fr\u00e9quentation.<\/li>\n\n\n\n<li><strong>Commentaires limit\u00e9s des locataires<\/strong>Les d\u00e9taillants du centre commercial n&#039;\u00e9taient pas en mesure de fournir des informations claires sur la d\u00e9mographie ou le comportement des clients, ce qui affectait leur capacit\u00e9 \u00e0 ajuster les placements de produits, les promotions et les stocks.<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading joli-heading jtoc-heading\" id=\"4-marketing-gaps\">4. Lacunes du marketing<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Opportunit\u00e9s promotionnelles manqu\u00e9es.<\/strong> Le centre commercial ne pouvait pas mesurer l&#039;efficacit\u00e9 de ses campagnes marketing, telles que les remises, les ventes flash ou les \u00e9v\u00e9nements, faute d&#039;outils permettant de suivre l&#039;engagement et les d\u00e9placements des clients.<\/li>\n\n\n\n<li><strong>Manque d&#039;engagement personnalis\u00e9<\/strong>Sans outils num\u00e9riques pour interagir avec les acheteurs en temps r\u00e9el, le centre commercial a manqu\u00e9 des occasions de promouvoir des programmes de fid\u00e9lit\u00e9 ou d\u2019envoyer des offres personnalis\u00e9es en fonction des pr\u00e9f\u00e9rences et de la localisation des clients.<\/li>\n\n\n\n<li><strong>Maximisation des revenus des locataires<\/strong>Sans analyses d\u00e9taill\u00e9es, le centre commercial a eu du mal \u00e0 justifier les co\u00fbts de location premium aupr\u00e8s des d\u00e9taillants sur la base des donn\u00e9es de flux de clients, ce qui a eu un impact sur le potentiel de revenus \u00e0 long terme.<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading joli-heading jtoc-heading\" id=\"5-management-inefficiencies\">5. Inefficacit\u00e9s de gestion<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Surveillance d\u00e9cousue<\/strong>La gestion de plusieurs sites ou m\u00eame de diff\u00e9rentes sections d\u2019un grand centre commercial est devenue de plus en plus complexe sans un syst\u00e8me centralis\u00e9 de surveillance et de coordination des activit\u00e9s.<\/li>\n\n\n\n<li><strong>R\u00e9ponses aux incidents retard\u00e9s<\/strong>Les \u00e9quipes de s\u00e9curit\u00e9 et de gestion ont \u00e9t\u00e9 confront\u00e9es \u00e0 des retards dans leur r\u00e9ponse aux incidents en raison d\u2019un manque de connaissance de la situation en temps r\u00e9el.<\/li>\n\n\n\n<li><strong>Entretien co\u00fbteux<\/strong>Les syst\u00e8mes existants n\u00e9cessitaient des r\u00e9parations fr\u00e9quentes et une surveillance manuelle, augmentant les co\u00fbts op\u00e9rationnels sans offrir de fonctionnalit\u00e9s modernes.<\/li>\n<\/ul>\n\n\n\n<p>Ces probl\u00e8mes persistants ont affect\u00e9 non seulement l&#039;efficacit\u00e9 op\u00e9rationnelle du centre commercial, mais aussi la satisfaction client, les relations avec les locataires et le potentiel de revenus global. L&#039;infrastructure de s\u00e9curit\u00e9 existante \u00e9tait obsol\u00e8te et ne disposait pas de capacit\u00e9s d&#039;analyse en temps r\u00e9el, ce qui rendait difficile une r\u00e9ponse efficace \u00e0 ces probl\u00e8mes.<\/p>\n\n\n\n<div style=\"height:42px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h3 class=\"wp-block-heading joli-heading jtoc-heading\" id=\"case-study-video-surveillance-solution\">\u00c9tude de cas\u00a0: vid\u00e9osurveillance. Solution<\/h3>\n\n\n\n<div style=\"height:42px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p>Pour relever ces d\u00e9fis, un op\u00e9rateur t\u00e9l\u00e9com fournissant d\u00e9j\u00e0 une infrastructure de fibre optique aux magasins du d\u00e9taillant a propos\u00e9 une solution cl\u00e9 en main compl\u00e8te, dont l&#039;efficacit\u00e9 a \u00e9t\u00e9 \u00e9prouv\u00e9e dans de nombreux pays innovants. Cette solution, bas\u00e9e sur le cloud et \u00e9volutive, est <a href=\"https:\/\/aipix.ai\/value-added-services\">Plateforme Aipix VAS<\/a> La solution logicielle id\u00e9ale pour ce projet est devenue notre solution VSaaS. Notre solution a permis une transition fluide depuis un autre fournisseur de surveillance. Telecom a r\u00e9ussi \u00e0 offrir aux commerces de d\u00e9tail une vid\u00e9osurveillance avanc\u00e9e, des syst\u00e8mes de gestion des acc\u00e8s, un Wi-Fi public, des syst\u00e8mes de d\u00e9tection incendie et des analyses vid\u00e9o avanc\u00e9es. Le tout, avec un d\u00e9ploiement rapide et un support technique fiable, a cr\u00e9\u00e9 un environnement de vente intelligent innovant et simple, tant pour Telecom en tant que fournisseur que pour le centre commercial en tant que b\u00e9n\u00e9ficiaire.<\/p>\n\n\n\n<div style=\"height:42px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h3 class=\"wp-block-heading joli-heading jtoc-heading\" id=\"enhancing-retail-security-and-operations-with-advanced-video-surveillance-solutions\">Am\u00e9liorer la s\u00e9curit\u00e9 et les op\u00e9rations de vente au d\u00e9tail gr\u00e2ce \u00e0 des solutions de vid\u00e9osurveillance avanc\u00e9es <\/h3>\n\n\n\n<div style=\"height:42px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p>La mise en \u0153uvre s&#039;est concentr\u00e9e sur les zones \u00e0 fort trafic, telles que les entr\u00e9es, les files d&#039;attente de marchandises de grande valeur et les caisses. Elle comprenait\u00a0:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong><a href=\"https:\/\/aipix.ai\/value-added-services\/vsaas\">Surveillance vid\u00e9o bas\u00e9e sur le cloud<\/a><\/strong> Permet une s\u00e9curit\u00e9 \u00e9volutive, s\u00e9curis\u00e9e et facile \u00e0 g\u00e9rer sur plusieurs magasins. Le stockage des images dans le cloud \u00e9limine le besoin de mat\u00e9riel sur site et permet une surveillance centralis\u00e9e \u00e0 distance. Cette solution r\u00e9duit les co\u00fbts de maintenance, offre un acc\u00e8s en temps r\u00e9el aux flux vid\u00e9o et s&#039;adapte facilement \u00e0 la croissance du r\u00e9seau de magasins, avec un niveau \u00e9lev\u00e9 de s\u00e9curit\u00e9 et de chiffrement des donn\u00e9es sensibles.<\/li>\n\n\n\n<li><strong><a href=\"https:\/\/aipix.ai\/value-added-services\/video-analytics-as-a-service\">Analyse vid\u00e9o bas\u00e9e sur l&#039;IA<\/a><\/strong> Fournit des informations en temps r\u00e9el sur le comportement des clients, d\u00e9tecte les vols \u00e0 l&#039;\u00e9talage et facilite la gestion des flux de personnes. L&#039;analyse des flux vid\u00e9o permet d&#039;identifier des tendances telles que les activit\u00e9s suspectes et la surpopulation, permettant ainsi une intervention rapide. Cette technologie renforce la s\u00e9curit\u00e9, optimise l&#039;efficacit\u00e9 op\u00e9rationnelle et contribue \u00e0 optimiser l&#039;exp\u00e9rience client.<\/li>\n\n\n\n<li><strong>Gestion des acc\u00e8s<\/strong> Surveille et contr\u00f4le les acc\u00e8s au centre commercial, garantissant la s\u00e9curit\u00e9 et r\u00e9gulant la densit\u00e9 de la foule. Il contribue \u00e0 pr\u00e9venir les acc\u00e8s non autoris\u00e9s, \u00e0 g\u00e9rer la circulation pi\u00e9tonne et \u00e0 maintenir un taux d&#039;occupation s\u00fbr dans les zones \u00e0 forte fr\u00e9quentation, am\u00e9liorant ainsi la s\u00e9curit\u00e9 et la conformit\u00e9 globales.\u00a0<\/li>\n\n\n\n<li><strong><a href=\"https:\/\/aipix.ai\/value-added-services\/public-wifi-as-a-service\">Wi-Fi public<\/a><\/strong> Offre un acc\u00e8s internet s\u00e9curis\u00e9 aux clients. Cela am\u00e9liore l&#039;exp\u00e9rience d&#039;achat et permet d&#039;obtenir des informations bas\u00e9es sur les donn\u00e9es pour la gestion du centre commercial et les activit\u00e9s marketing.<\/li>\n\n\n\n<li><strong>D\u00e9tection d&#039;incendie<\/strong> pour am\u00e9liorer la s\u00e9curit\u00e9 gr\u00e2ce \u00e0 des alertes en temps r\u00e9el en cas de risque d&#039;incendie.<\/li>\n<\/ul>\n\n\n\n<p>L&#039;op\u00e9rateur t\u00e9l\u00e9com, en partenariat avec les fournisseurs d&#039;\u00e9quipements et les solutions logicielles Aipix, a g\u00e9r\u00e9 tous les aspects du syst\u00e8me, de l&#039;installation au support continu. Cette collaboration a permis une transition vers la solution avanc\u00e9e \u00e0 la fois rentable et rapide. Tous ont mis \u00e0 profit l&#039;expertise de chaque partenaire pour proposer une plateforme op\u00e9rationnelle et de s\u00e9curit\u00e9 int\u00e9gr\u00e9e et transparente.<\/p>\n\n\n\n<div style=\"height:42px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h3 class=\"wp-block-heading joli-heading jtoc-heading\" id=\"key-features-benefits\">Principales caract\u00e9ristiques et avantages<\/h3>\n\n\n\n<h4 class=\"wp-block-heading joli-heading jtoc-heading\" id=\"customer-traffic-analysis\">Analyse du trafic client<\/h4>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" width=\"1024\" height=\"683\" src=\"https:\/\/aipix.ai\/blog\/wp-content\/uploads\/2024\/12\/Smart-shopping-center-1-1024x683.webp\" alt=\"Centre commercial intelligent 2\" class=\"wp-image-6097\" srcset=\"https:\/\/aipix.ai\/blog\/wp-content\/uploads\/2024\/12\/Smart-shopping-center-1-1024x683.webp 1024w, https:\/\/aipix.ai\/blog\/wp-content\/uploads\/2024\/12\/Smart-shopping-center-1-300x200.webp 300w, https:\/\/aipix.ai\/blog\/wp-content\/uploads\/2024\/12\/Smart-shopping-center-1-768x512.webp 768w, https:\/\/aipix.ai\/blog\/wp-content\/uploads\/2024\/12\/Smart-shopping-center-1-1536x1024.webp 1536w, https:\/\/aipix.ai\/blog\/wp-content\/uploads\/2024\/12\/Smart-shopping-center-1-18x12.webp 18w, https:\/\/aipix.ai\/blog\/wp-content\/uploads\/2024\/12\/Smart-shopping-center-1-270x180.webp 270w, https:\/\/aipix.ai\/blog\/wp-content\/uploads\/2024\/12\/Smart-shopping-center-1-770x515.webp 770w, https:\/\/aipix.ai\/blog\/wp-content\/uploads\/2024\/12\/Smart-shopping-center-1.webp 1600w\" sizes=\"(max-width: 1024px) 100vw, 1024px\"><\/figure>\n\n\n\n<h5 class=\"wp-block-heading joli-heading jtoc-heading\" id=\"description\">Description<\/h5>\n\n\n\n<p>Le suivi en temps r\u00e9el du flux de clients entrant et sortant du magasin permet d&#039;identifier les heures de pointe, permettant une meilleure gestion de la foule.<\/p>\n\n\n\n<h5 class=\"wp-block-heading joli-heading jtoc-heading\" id=\"key-benefit\">Avantage cl\u00e9<\/h5>\n\n\n\n<p>Cela permet d\u2019optimiser la dotation en personnel, de minimiser la surpopulation et d\u2019am\u00e9liorer l\u2019exp\u00e9rience d\u2019achat globale du client.<\/p>\n\n\n\n<h4 class=\"wp-block-heading joli-heading jtoc-heading\" id=\"queue-management\">Gestion des files d&#039;attente<\/h4>\n\n\n\n<h5 class=\"wp-block-heading joli-heading jtoc-heading\" id=\"description_1\">Description<\/h5>\n\n\n\n<p>Surveille les temps d&#039;attente aux caisses et avertit le personnel lorsque les files d&#039;attente d\u00e9passent les seuils pr\u00e9d\u00e9finis, aidant ainsi \u00e0 g\u00e9rer le flux de clients au point de vente.<\/p>\n\n\n\n<h5 class=\"wp-block-heading joli-heading jtoc-heading\" id=\"key-benefit_1\">Avantage cl\u00e9<\/h5>\n\n\n\n<p>R\u00e9duit la frustration des clients et \u00e9vite les pertes d&#039;opportunit\u00e9s de vente dues \u00e0 de longs d\u00e9lais d&#039;attente, garantissant ainsi des transactions plus fluides.<\/p>\n\n\n\n<h4 class=\"wp-block-heading joli-heading jtoc-heading\" id=\"shoplifting-detection\">D\u00e9tection de vol \u00e0 l&#039;\u00e9talage<\/h4>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" width=\"1024\" height=\"683\" src=\"https:\/\/aipix.ai\/blog\/wp-content\/uploads\/2024\/12\/Smart-shopping-center-3-1024x683.webp\" alt=\"Centre commercial intelligent 3\" class=\"wp-image-6099\" srcset=\"https:\/\/aipix.ai\/blog\/wp-content\/uploads\/2024\/12\/Smart-shopping-center-3-1024x683.webp 1024w, https:\/\/aipix.ai\/blog\/wp-content\/uploads\/2024\/12\/Smart-shopping-center-3-300x200.webp 300w, https:\/\/aipix.ai\/blog\/wp-content\/uploads\/2024\/12\/Smart-shopping-center-3-768x512.webp 768w, https:\/\/aipix.ai\/blog\/wp-content\/uploads\/2024\/12\/Smart-shopping-center-3-1536x1024.webp 1536w, https:\/\/aipix.ai\/blog\/wp-content\/uploads\/2024\/12\/Smart-shopping-center-3-18x12.webp 18w, https:\/\/aipix.ai\/blog\/wp-content\/uploads\/2024\/12\/Smart-shopping-center-3-270x180.webp 270w, https:\/\/aipix.ai\/blog\/wp-content\/uploads\/2024\/12\/Smart-shopping-center-3-770x515.webp 770w, https:\/\/aipix.ai\/blog\/wp-content\/uploads\/2024\/12\/Smart-shopping-center-3.webp 1600w\" sizes=\"(max-width: 1024px) 100vw, 1024px\"><\/figure>\n\n\n\n<h5 class=\"wp-block-heading joli-heading jtoc-heading\" id=\"description_2\">Description<\/h5>\n\n\n\n<p>Les algorithmes bas\u00e9s sur l\u2019IA analysent les mod\u00e8les de comportement pour d\u00e9tecter les activit\u00e9s suspectes, telles que le fait de fl\u00e2ner \u00e0 proximit\u00e9 d\u2019objets de grande valeur ou des mouvements r\u00e9p\u00e9titifs dans des zones sp\u00e9cifiques.<\/p>\n\n\n\n<h5 class=\"wp-block-heading joli-heading jtoc-heading\" id=\"key-benefit_2\">Avantage cl\u00e9<\/h5>\n\n\n\n<p>Cette fonctionnalit\u00e9 agit comme un moyen de dissuasion contre le vol, r\u00e9duisant les pertes financi\u00e8res en envoyant des alertes en temps r\u00e9el au personnel de s\u00e9curit\u00e9 pour une intervention rapide.<\/p>\n\n\n\n<h4 class=\"wp-block-heading joli-heading jtoc-heading\" id=\"pickpocket-prevention\">Pr\u00e9vention des pickpockets<\/h4>\n\n\n\n<h5 class=\"wp-block-heading joli-heading jtoc-heading\" id=\"description_3\">Description<\/h5>\n\n\n\n<p>L&#039;analyse comportementale surveille les mouvements inhabituels, en particulier dans les zones surpeupl\u00e9es, en se concentrant sur les effets personnels comme les sacs et les poches.<\/p>\n\n\n\n<h5 class=\"wp-block-heading joli-heading jtoc-heading\" id=\"key-benefit_3\">Avantage cl\u00e9<\/h5>\n\n\n\n<p>Am\u00e9liore la s\u00e9curit\u00e9 globale, en particulier pendant les p\u00e9riodes de forte affluence, et aide \u00e0 prot\u00e9ger les clients contre les vols \u00e0 la tire.<\/p>\n\n\n\n<h4 class=\"wp-block-heading joli-heading jtoc-heading\" id=\"crowd-density-monitoring\">Surveillance de la densit\u00e9 de foule<\/h4>\n\n\n\n<h5 class=\"wp-block-heading joli-heading jtoc-heading\" id=\"description_4\">Description<\/h5>\n\n\n\n<p>Le suivi en temps r\u00e9el de la densit\u00e9 de la foule dans diff\u00e9rentes sections du centre commercial garantit qu&#039;aucune zone ne d\u00e9passe les niveaux de capacit\u00e9 s\u00fbrs.<\/p>\n\n\n\n<h5 class=\"wp-block-heading joli-heading jtoc-heading\" id=\"key-benefit_4\">Avantage cl\u00e9<\/h5>\n\n\n\n<p>Cette fonctionnalit\u00e9 garantit le respect des r\u00e9glementations de s\u00e9curit\u00e9, \u00e9vitant ainsi la surpopulation et minimisant les risques pour la s\u00e9curit\u00e9.<\/p>\n\n\n\n<h4 class=\"wp-block-heading joli-heading jtoc-heading\" id=\"staff-efficiency-analysis\">Analyse de l&#039;efficacit\u00e9 du personnel<\/h4>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" width=\"1024\" height=\"683\" src=\"https:\/\/aipix.ai\/blog\/wp-content\/uploads\/2024\/12\/Smart-shopping-center-4-1024x683.webp\" alt=\"Centre commercial intelligent 4\" class=\"wp-image-6100\" srcset=\"https:\/\/aipix.ai\/blog\/wp-content\/uploads\/2024\/12\/Smart-shopping-center-4-1024x683.webp 1024w, https:\/\/aipix.ai\/blog\/wp-content\/uploads\/2024\/12\/Smart-shopping-center-4-300x200.webp 300w, https:\/\/aipix.ai\/blog\/wp-content\/uploads\/2024\/12\/Smart-shopping-center-4-768x512.webp 768w, https:\/\/aipix.ai\/blog\/wp-content\/uploads\/2024\/12\/Smart-shopping-center-4-1536x1024.webp 1536w, https:\/\/aipix.ai\/blog\/wp-content\/uploads\/2024\/12\/Smart-shopping-center-4-18x12.webp 18w, https:\/\/aipix.ai\/blog\/wp-content\/uploads\/2024\/12\/Smart-shopping-center-4-270x180.webp 270w, https:\/\/aipix.ai\/blog\/wp-content\/uploads\/2024\/12\/Smart-shopping-center-4-770x515.webp 770w, https:\/\/aipix.ai\/blog\/wp-content\/uploads\/2024\/12\/Smart-shopping-center-4.webp 1600w\" sizes=\"(max-width: 1024px) 100vw, 1024px\"><\/figure>\n\n\n\n<h5 class=\"wp-block-heading joli-heading jtoc-heading\" id=\"description_5\">Description<\/h5>\n\n\n\n<p>Surveille le positionnement et les activit\u00e9s du personnel pour s&#039;assurer qu&#039;ils sont plac\u00e9s de mani\u00e8re optimale pendant les heures de pointe pour le service client et la s\u00e9curit\u00e9.<\/p>\n\n\n\n<h5 class=\"wp-block-heading joli-heading jtoc-heading\" id=\"key-benefit_5\">Avantage cl\u00e9<\/h5>\n\n\n\n<p>Augmente l&#039;efficacit\u00e9 op\u00e9rationnelle, am\u00e9liore la productivit\u00e9 du personnel et am\u00e9liore l&#039;exp\u00e9rience client pendant les heures de pointe.<\/p>\n\n\n\n<h3 class=\"wp-block-heading joli-heading jtoc-heading\" id=\"conclusion\">Conclusion<\/h3>\n\n\n\n<p>Le d\u00e9ploiement d&#039;une solution de vid\u00e9osurveillance cl\u00e9 en main bas\u00e9e sur le logiciel Aipix pour le centre commercial a transform\u00e9 le fonctionnement de l&#039;entreprise, notamment lors des p\u00e9riodes de forte affluence. Gr\u00e2ce \u00e0 l&#039;int\u00e9gration de la vid\u00e9osurveillance cloud, d&#039;analyses bas\u00e9es sur l&#039;IA et de syst\u00e8mes de s\u00e9curit\u00e9 complets, l&#039;enseigne a pu\u00a0:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Am\u00e9liorer la s\u00e9curit\u00e9 et r\u00e9duire les pertes li\u00e9es au vol (diminution des pertes li\u00e9es au vol dans 15%).<\/li>\n\n\n\n<li>Am\u00e9liorez la gestion des foules et l&#039;exp\u00e9rience client. <\/li>\n\n\n\n<li>Optimiser l&#039;efficacit\u00e9 op\u00e9rationnelle, notamment dans l&#039;affectation du personnel et la gestion des files d&#039;attente (efficacit\u00e9 op\u00e9rationnelle 2 fois meilleure).<\/li>\n\n\n\n<li>Assurez la s\u00e9curit\u00e9 gr\u00e2ce \u00e0 des alertes en temps r\u00e9el en cas d&#039;incendie ou de surpopulation.<\/li>\n<\/ul>\n\n\n\n<p>Au final, le d\u00e9taillant a cr\u00e9\u00e9 un environnement plus s\u00fbr et mieux organis\u00e9, ce qui a permis une plus grande satisfaction client et une am\u00e9lioration globale des op\u00e9rations commerciales. Le succ\u00e8s de cette infrastructure de centre commercial intelligent souligne le r\u00f4le crucial de<a href=\"https:\/\/aipix.ai\/blog\/en\/top-15-industries-by-adoption-of-video-surveillance-as-a-service-vsaas-solutions\/\"> vid\u00e9osurveillance et analyse dans le commerce de d\u00e9tail moderne<\/a>, notamment pour faire face aux d\u00e9fis des p\u00e9riodes de pointe des achats.<\/p>\n\n\n\n<div style=\"height:38px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p>Vous souhaitez en savoir plus sur Aipix\u00a0? Visitez notre <a href=\"https:\/\/www.youtube.com\/@aipix_ai\">cha\u00eene YouTube<\/a> pour en savoir plus !<\/p>\n\n\n\n<div style=\"height:55px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p class=\"has-text-align-center has-large-font-size\">Vous souhaitez en savoir plus sur notre expertise et nos capacit\u00e9s\u00a0? Contactez-nous pour une consultation afin d&#039;analyser vos besoins et de cr\u00e9er une solution transformatrice.<\/p>\n\n\n\n<div style=\"height:44px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<div class=\"wp-block-buttons is-content-justification-center is-layout-flex wp-container-core-buttons-is-layout-16018d1d wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button has-custom-width wp-block-button__width-50 has-custom-font-size\" style=\"font-size:22px\"><a class=\"wp-block-button__link has-text-align-center wp-element-button\" href=\"https:\/\/api.whatsapp.com\/send?phone=48451667452\" style=\"border-radius:8px\" target=\"_blank\" rel=\"noreferrer noopener\"><strong>Contactez-nous sur WhatsApp<\/strong><\/a><\/div>\n<\/div>\n\n\n\n<div style=\"height:68px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p class=\"has-text-align-center\"><strong>Ou laissez une demande de consultation gratuite :<\/strong><\/p>\n\n\n\n<div style=\"height:60px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<div class=\"wp-block-leadin-hubspot-form-block\">\n\t\t\t\t\t\t<script>\n\t\t\t\t\t\t\twindow.hsFormsOnReady = window.hsFormsOnReady || [];\n\t\t\t\t\t\t\twindow.hsFormsOnReady.push(()=>{\n\t\t\t\t\t\t\t\thbspt.forms.create({\n\t\t\t\t\t\t\t\t\tportalId: 26816904,\n\t\t\t\t\t\t\t\t\tformId: \"095071f9-0d28-4d7d-a38c-40bbe8037615\",\n\t\t\t\t\t\t\t\t\ttarget: \"#hbspt-form-1776742970000-0478817060\",\n\t\t\t\t\t\t\t\t\tregion: \"eu1\",\n\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t})});\n\t\t\t\t\t\t<\/script>\n\t\t\t\t\t\t<div class=\"hbspt-form\" id=\"hbspt-form-1776742970000-0478817060\"><\/div><\/div>","protected":false},"excerpt":{"rendered":"<p>D\u00e9couvrez comment les centres commerciaux intelligents se transforment gr\u00e2ce \u00e0 la vid\u00e9osurveillance avanc\u00e9e, \u00e0 l&#039;analyse vid\u00e9o bas\u00e9e sur l&#039;IA et aux syst\u00e8mes de s\u00e9curit\u00e9 int\u00e9gr\u00e9s pour am\u00e9liorer la s\u00e9curit\u00e9, optimiser les op\u00e9rations et offrir de meilleures exp\u00e9riences client.<\/p>\n<div class=\"post-tags-on-image\" style=\"display:none;\"><a href=\"https:\/\/aipix.ai\/blog\/fr\/tag\/case-study\/\" class=\"post-tag\">\u00e9tude de cas<\/a> <a href=\"https:\/\/aipix.ai\/blog\/fr\/tag\/cloud-security\/\" class=\"post-tag\">S\u00e9curit\u00e9 du cloud<\/a> <a href=\"https:\/\/aipix.ai\/blog\/fr\/tag\/retail-security\/\" class=\"post-tag\">s\u00e9curit\u00e9 de la vente au d\u00e9tail<\/a> <\/div>","protected":false},"author":4,"featured_media":6096,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"content-type":"","footnotes":""},"categories":[48,335],"tags":[158,54,160,159,36,73,40],"class_list":{"0":"post-5567","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","7":"category-blog","8":"category-case-studies","9":"tag-case-study","10":"tag-cloud-security","11":"tag-retail-security","12":"tag-smart-shopping-mall","13":"tag-telecom","14":"tag-value-added-services","15":"tag-vsaas"},"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.1.1 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Case Study: Video Surveillance project for Shopping Mall | Aipix<\/title>\n<meta name=\"description\" content=\"Explore case study video surveillance how Aipix helped build a smart retail mall infrastructure with advanced security systems\" \/>\n<meta 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