{"id":15734,"date":"2021-07-29T17:18:59","date_gmt":"2021-07-29T21:18:59","guid":{"rendered":"https:\/\/intosai.nclud.com\/journal-entry\/sai-costa-rica-uses-innovation-agility-to-face-the-challenges-of-covid-19\/"},"modified":"2023-05-07T23:56:55","modified_gmt":"2023-05-08T03:56:55","slug":"sai-costa-rica-uses-innovation-agility-to-face-the-challenges-of-covid-19","status":"publish","type":"journal-entry","link":"https:\/\/intosai.nclud.com\/fr\/journal-entry\/sai-costa-rica-uses-innovation-agility-to-face-the-challenges-of-covid-19\/","title":{"rendered":"SAI Costa Rica fait preuve d&#8217;innovation et d&#8217;agilit\u00e9 pour relever les d\u00e9fis du COVID-19"},"content":{"rendered":"\n<p><strong>L&#8217;ISC du Costa Rica adopte une approche bas\u00e9e sur l&#8217;IA pour contr\u00f4ler les march\u00e9s publics<\/strong><\/p>\n\n\n\n<p><em>par Falon Arias, Jose Pablo Arroyo, Ana Duran et Carlos Morales<\/em><\/p>\n\n\n\n<p>R\u00e9cemment, l&#8217;ISC Costa Rica a adopt\u00e9 une approche innovante &#8211; l&#8217;utilisation de l&#8217;intelligence artificielle (IA) &#8211; pour contr\u00f4ler les march\u00e9s publics de biens et de services. L&#8217;ISC a r\u00e9alis\u00e9 deux audits \u00e0 l&#8217;aide de l&#8217;IA en 2020 et pr\u00e9voit d&#8217;en r\u00e9aliser deux autres en 2021.<\/p>\n\n\n\n<p>Traditionnellement, l&#8217;ISC Costa Rica contr\u00f4lait les contrats d&#8217;achat sur la base d&#8217;un \u00e9chantillonnage, de leur co\u00fbt ou de facteurs de risque particuliers, notamment en mati\u00e8re de corruption. Ces m\u00e9thodes ont demand\u00e9 beaucoup de travail et n&#8217;ont pas permis \u00e0 l&#8217;ISC de contr\u00f4ler tous les contrats \u00e0 haut risque. En revanche, l&#8217;utilisation de l&#8217;IA a permis \u00e0 l&#8217;ISC de d\u00e9tecter plus efficacement les contrats pr\u00e9sentant des \u00e9carts importants en termes de port\u00e9e, de co\u00fbt et de d\u00e9lai. L&#8217;IA est donc un outil efficace de pr\u00e9vention de la corruption qui pourrait \u00eatre appliqu\u00e9 \u00e0 une s\u00e9rie d&#8217;autres domaines.<\/p>\n\n\n\n<figure class=\"wp-block-image aligncenter\"><a href=\"http:\/\/intosaijournal.org\/wp-content\/uploads\/2021\/07\/Foto_CGR-min_adjusted-scaled.jpg\"><img decoding=\"async\" src=\"http:\/\/intosaijournal.org\/wp-content\/uploads\/2021\/07\/Foto_CGR-min_adjusted-200x300.jpg\" alt=\"SAI Costa Rica\" class=\"wp-image-23178\"\/><\/a><\/figure>\n\n\n\n<p>La premi\u00e8re \u00e9tape du passage \u00e0 un processus d&#8217;audit des march\u00e9s publics fond\u00e9 sur l&#8217;IA a consist\u00e9 pour l&#8217;ISC du Costa Rica \u00e0 \u00e9valuer, sur la base de son exp\u00e9rience ant\u00e9rieure, des meilleures pratiques et de l&#8217;examen de la litt\u00e9rature, la mani\u00e8re dont les variables suivantes pouvaient influencer la port\u00e9e, le co\u00fbt et le calendrier des contrats :<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Capacit\u00e9 technique et op\u00e9rations des contractants<\/li>\n\n\n\n<li>Nature du processus contractuel<\/li>\n\n\n\n<li>Type de march\u00e9 auquel appartient le bien ou le service<\/li>\n\n\n\n<li>Caract\u00e9ristiques et capacit\u00e9 de l&#8217;institution qui g\u00e8re le contrat<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image aligncenter\"><a href=\"http:\/\/intosaijournal.org\/wp-content\/uploads\/2021\/07\/Costa-Rica_public-procurement-illustration_Summer-2021_USE.jpg\"><img decoding=\"async\" src=\"http:\/\/intosaijournal.org\/wp-content\/uploads\/2021\/07\/Costa-Rica_public-procurement-illustration_Summer-2021_USE.jpg\" alt=\"Variables susceptibles d'influer sur la port\u00e9e, le co\u00fbt ou la dur\u00e9e des contrats\" class=\"wp-image-23179\"\/><\/a><\/figure>\n\n\n\n<p>La deuxi\u00e8me \u00e9tape a consist\u00e9 \u00e0 utiliser une technique de &#8220;mod\u00e9lisation-d\u00e9ploiement-apprentissage&#8221;. L&#8217;ISC Costa Rica a utilis\u00e9 un mod\u00e8le pr\u00e9dictif pour s\u00e9lectionner les achats publics tr\u00e8s r\u00e9ussis ou non r\u00e9ussis (c&#8217;est-\u00e0-dire les valeurs extr\u00eames), puis a analys\u00e9 en d\u00e9tail les achats non r\u00e9ussis afin d&#8217;identifier les causes de l&#8217;\u00e9chec.<\/p>\n\n\n\n<p>Les r\u00e9sultats de cette analyse ont permis \u00e0 l&#8217;ISC Costa Rica de d\u00e9terminer les actions sp\u00e9cifiques susceptibles d&#8217;am\u00e9liorer les proc\u00e9dures de passation de march\u00e9s, telles que la mise en \u0153uvre de contr\u00f4les des stocks pour am\u00e9liorer la planification et l&#8217;\u00e9tendue des contrats, et la sollicitation d&#8217;un plus grand nombre de soumissionnaires, afin d&#8217;accro\u00eetre la transparence et de garantir un co\u00fbt raisonnable pour les biens et les services. L&#8217;ISC Costa Rica a recommand\u00e9 ces actions dans ses rapports de contr\u00f4le.<\/p>\n\n\n\n<p>En ajoutant de nouvelles informations sur les contrats d\u00e9j\u00e0 analys\u00e9s, le SAI Costa Rica a g\u00e9n\u00e9r\u00e9 une grande quantit\u00e9 de donn\u00e9es qui ont permis de d\u00e9velopper un syst\u00e8me d&#8217;apprentissage automatique. Ce syst\u00e8me peut analyser des contrats sp\u00e9cifiques de mani\u00e8re automatis\u00e9e et alerter l&#8217;ISC sur ceux qui pr\u00e9sentent un risque \u00e9lev\u00e9, ce qui rend l&#8217;examen des contrats par l&#8217;ISC beaucoup plus efficace.<\/p>\n\n\n\n<p><strong>L&#8217;ISC du Costa Rica adopte une approche agile de l&#8217;audit<\/strong><\/p>\n\n\n\n<p>Pour aider le secteur public \u00e0 relever les d\u00e9fis de COVID-19, le bureau du contr\u00f4leur g\u00e9n\u00e9ral du Costa Rica a adopt\u00e9 une approche plus souple en mati\u00e8re d&#8217;audit. Pendant la pand\u00e9mie, l&#8217;institution sup\u00e9rieure de contr\u00f4le (ISC) a adapt\u00e9 le processus, le calendrier et le contenu des principaux audits, dans le but de fournir rapidement de la valeur aux entit\u00e9s contr\u00f4l\u00e9es sans sacrifier la qualit\u00e9.<\/p>\n\n\n\n<p>Depuis 2020, l&#8217;ISC Costa Rica a appliqu\u00e9 ces ajustements \u00e0 un sous-ensemble (15) de ses audits de conformit\u00e9. L&#8217;ISC a \u00e9tabli des crit\u00e8res tr\u00e8s clairs pour ces contr\u00f4les et les a r\u00e9partis en &#8220;mini-cycles&#8221; ou &#8220;sprints&#8221;, au cours desquels les auditeurs commencent \u00e0 produire des rapports d\u00e8s les premi\u00e8res \u00e9tapes de la mission. Cette approche a permis \u00e0 l&#8217;ISC Costa Rica de communiquer des recommandations d&#8217;am\u00e9lioration &#8211; sur un ton \u00e9quilibr\u00e9 &#8211; avant de publier un rapport final, afin que le gouvernement puisse prendre des d\u00e9cisions en temps r\u00e9el qui se traduisent par une gestion plus efficace du secteur public.<\/p>\n\n\n\n<p>Gr\u00e2ce \u00e0 cette approche souple, qui compl\u00e8te les principes fondamentaux \u00e9tablis dans la norme ISSAI 100, l&#8217;ISSAI Costa Rica a am\u00e9lior\u00e9 la valeur de ses services, afin de mieux r\u00e9pondre aux besoins des parties prenantes et du public. En outre, l&#8217;ISC du Costa Rica a mis en \u0153uvre ces changements sans ressources financi\u00e8res ou humaines suppl\u00e9mentaires, ce qui montre que l&#8217;agilit\u00e9 est \u00e0 la port\u00e9e de toutes les ISC.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>R\u00e9cemment, l&#8217;ISC Costa Rica a adopt\u00e9 une approche innovante &#8211; l&#8217;utilisation de l&#8217;intelligence artificielle (IA) &#8211; pour contr\u00f4ler les march\u00e9s publics de biens et de services. L&#8217;ISC a r\u00e9alis\u00e9 deux audits \u00e0 l&#8217;aide de l&#8217;IA en 2020 et pr\u00e9voit de&#8230;<\/p>\n","protected":false},"author":91,"featured_media":7551,"template":"","meta":{"_acf_changed":false,"footnotes":""},"journal-categories":[2111,2068],"content-tags":[1894,1764,1886,858,1852,1880,1928],"country":[3053],"region":[2870],"section":[2642],"coauthors":[],"class_list":["post-15734","journal-entry","type-journal-entry","status-publish","has-post-thumbnail","hentry","journal-categories-ete-2021","journal-categories-nouvelles-en-bref","content-tags-ameliorer-lefficacite","content-tags-ameliorer-la-communication-avec-les-parties-prenantes","content-tags-approvisionnement","content-tags-covid-19-fr","content-tags-innovation-en-matiere-daudit","content-tags-intelligence-artificielle","content-tags-laudit-en-temps-reel","country-costa-rica-fr","region-olacefs-de-fr","section-news-in-brief-fr"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.1.1 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>SAI Costa Rica fait preuve d&#039;innovation et d&#039;agilit\u00e9 pour relever les d\u00e9fis du COVID-19 - INTOSAI Journal<\/title>\n<meta name=\"robots\" content=\"noindex, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<meta property=\"og:locale\" content=\"fr_FR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"SAI Costa Rica fait preuve d&#039;innovation et d&#039;agilit\u00e9 pour relever les d\u00e9fis du COVID-19 - INTOSAI Journal\" \/>\n<meta property=\"og:description\" content=\"R\u00e9cemment, l&#039;ISC Costa Rica a adopt\u00e9 une approche innovante - l&#039;utilisation de l&#039;intelligence artificielle (IA) - pour contr\u00f4ler les march\u00e9s publics de biens et de services. 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