{"id":5051,"date":"2026-02-26T02:55:00","date_gmt":"2026-02-26T02:55:00","guid":{"rendered":"https:\/\/zxhig.com\/?p=5051"},"modified":"2026-03-09T07:16:13","modified_gmt":"2026-03-09T07:16:13","slug":"gerer-intelligemment-les-appels-doffres-favoriser-un-nouveau-developpement-le-guangdong-montre-la-voie-en-matiere-dintelligence-artificielle","status":"publish","type":"post","link":"https:\/\/www.zxhig.com\/fr\/industry-policies\/5051\/","title":{"rendered":"Ma\u00eetriser les appels d'offres gr\u00e2ce \u00e0 l'intelligence artificielle pour favoriser un nouveau d\u00e9veloppement \u2014 Le Guangdong \u00e0 la pointe de la promotion des applications innovantes de l\u201c\u201d intelligence artificielle appliqu\u00e9e aux appels d'offres \u00bb"},"content":{"rendered":"

Source : Commission du d\u00e9veloppement et de la r\u00e9forme de la province du Guangdong<\/em><\/p>\n\n\n\n

Ces derni\u00e8res ann\u00e9es, la province du Guangdong a mis en \u0153uvre de mani\u00e8re approfondie les d\u00e9cisions et orientations du Comit\u00e9 central du Parti communiste chinois et du Conseil d\u2019\u00c9tat concernant le d\u00e9veloppement de l\u2019\u00e9conomie num\u00e9rique et l\u2019optimisation de l\u2019environnement des affaires. En s\u2019appuyant sur l\u2019approche \u201c intelligence artificielle + appels d\u2019offres \u201d comme levier, elle a vigoureusement encourag\u00e9, dans des villes telles que Guangzhou et Shenzhen, qui disposent de bonnes infrastructures modernes, l\u2019int\u00e9gration approfondie de la supervision intelligente et des services intelligents, et a acc\u00e9l\u00e9r\u00e9 la mise en \u0153uvre concr\u00e8te des technologies d\u2019intelligence artificielle dans les \u00e9tapes cl\u00e9s des appels d\u2019offres, explorant ainsi des voies efficaces pour un d\u00e9veloppement de haute qualit\u00e9 des appels d\u2019offres gr\u00e2ce \u00e0 l\u2019IA, et favorisant un d\u00e9veloppement r\u00e9glement\u00e9 et sain du march\u00e9 des appels d\u2019offres.<\/p>\n\n\n\n

S'appuyer sur la demande pour tracer une nouvelle voie vers \u201c l'intelligence artificielle appliqu\u00e9e aux appels d'offres \u201d<\/strong><\/p>\n\n\n\n

La province du Guangdong a su saisir avec perspicacit\u00e9 les opportunit\u00e9s offertes par les mutations de l\u2019\u00e8re num\u00e9rique. En s\u2019en tenant au principe \u201c guid\u00e9 par la demande, orient\u00e9 vers l\u2019avenir \u201d, elle a favoris\u00e9 la mise en \u0153uvre concr\u00e8te de l\u201c\u201d intelligence artificielle appliqu\u00e9e aux appels d\u2019offres \u00bb dans des villes telles que Guangzhou et Shenzhen, \u00e0 travers diff\u00e9rents axes tels que la planification et la conception, la gouvernance des donn\u00e9es et la validation des applications, jetant ainsi des bases solides pour le d\u00e9veloppement de l\u2019IA.<\/p>\n\n\n\n

Se concentrer sur les probl\u00e8mes et mettre en \u0153uvre les \u201c trois combinaisons \u201d.<\/strong>Face aux difficult\u00e9s concr\u00e8tes rencontr\u00e9es dans le domaine traditionnel des appels d\u2019offres, telles que le manque d\u2019efficacit\u00e9 dans l\u2019\u00e9valuation des propositions, la complexit\u00e9 de la supervision et le sentiment d\u2019insatisfaction des acteurs du march\u00e9, en s\u2019attachant \u00e0 concilier les politiques nationales et les besoins de la province du Guangdong, les autorit\u00e9s ont favoris\u00e9 l\u2019adoption des \u201c Avis de mise en \u0153uvre de la ville de Guangzhou concernant l\u2019acc\u00e9l\u00e9ration de la promotion et de l\u2019application de l\u2019intelligence artificielle dans le domaine des appels d\u2019offres \u201d et du \u201c Plan de travail \u201dIA+\u201d de la ville de Shenzhen dans le secteur du logement et de la construction \u00bb, tra\u00e7ant ainsi la voie \u00e0 suivre pour la mise en \u0153uvre de l\u2019intelligence artificielle dans ce domaine. En combinant innovation technologique et innovation institutionnelle, nous avons favoris\u00e9 l\u2019application des technologies tout en perfectionnant le cadre r\u00e9glementaire : Guangzhou a clairement d\u00e9fini la responsabilit\u00e9 principale des pouvoirs adjudicateurs, tandis que Shenzhen a \u00e9tabli des normes techniques afin de garantir que l\u2019utilisation de l\u2019IA s\u2019inscrive dans un cadre r\u00e9glementaire. En combinant les applications pilotes et la mise en \u0153uvre \u00e0 grande \u00e9chelle, Guangzhou a s\u00e9lectionn\u00e9 les secteurs du logement et des travaux publics ainsi que de l\u2019eau et des ressources hydriques, tandis que Shenzhen a choisi 72 projets pour tester l\u2019\u00e9valuation assist\u00e9e par l\u2019IA. Gr\u00e2ce \u00e0 une strat\u00e9gie de \u00ab projets pilotes cibl\u00e9s, avec un effet d\u2019entra\u00eenement \u00e0 plus grande \u00e9chelle \u00bb, la faisabilit\u00e9 technique a \u00e9t\u00e9 v\u00e9rifi\u00e9e avant une g\u00e9n\u00e9ralisation progressive.<\/p>\n\n\n\n

Renforcer l'int\u00e9gration des syst\u00e8mes et consolider la \u201c base \u201d des donn\u00e9es.<\/strong>Guangzhou, en s\u2019appuyant sur une gouvernance des donn\u00e9es de haut niveau, a mis en place une infrastructure de \u201c lac et entrep\u00f4t de donn\u00e9es \u201d intelligents, d\u00e9fini des normes de donn\u00e9es et des r\u00e8gles de gestion unifi\u00e9es, et utilis\u00e9 de mani\u00e8re int\u00e9gr\u00e9e des outils tels que l\u2019analyse de donn\u00e9es, les moteurs de r\u00e8gles et l\u2019analyse de filiation, afin de nettoyer, d\u2019int\u00e9grer et de normaliser 120 millions d\u2019enregistrements h\u00e9t\u00e9rog\u00e8nes provenant de multiples sources sur la plateforme de transactions. Elle a ainsi rassembl\u00e9 plus de 100 millions d\u2019enregistrements issus de divers domaines tels que l\u2019approbation des projets, les transactions et la surveillance, pour un volume total de donn\u00e9es g\u00e9r\u00e9es atteignant 160 To, ce qui a permis de dresser un tableau panoramique et dynamique des transactions d\u2019appels d\u2019offres. Shenzhen s\u2019appuie sur sa plateforme pour relier activement les donn\u00e9es externes des entit\u00e9s \u00e9conomiques (registres du commerce, s\u00e9curit\u00e9 sociale, sanctions administratives, etc.) ; elle a ainsi construit un mod\u00e8le d\u2019analyse crois\u00e9e des donn\u00e9es interdomaines et un moteur de profilage global. En fusionnant en profondeur les donn\u00e9es sur les comportements transactionnels au sein de la plateforme avec les donn\u00e9es administratives externes, elle g\u00e9n\u00e8re des profils de projets de transactions de ressources publiques et de candidats, fournissant ainsi un soutien factuel aux pouvoirs adjudicateurs pour la mise en \u0153uvre de la \u00ab s\u00e9paration entre \u00e9valuation et attribution \u00bb et la d\u00e9termination scientifique des crit\u00e8res d\u2019attribution.<\/p>\n\n\n\n

Acc\u00e9l\u00e9rer les mises \u00e0 jour et favoriser l'optimisation du syst\u00e8me.<\/strong>Afin de promouvoir le perfectionnement de la plateforme, plusieurs cycles de validation technique et d\u2019it\u00e9ration des mod\u00e8les ont permis de passer d\u2019une plateforme \u201c utilisable \u201d \u00e0 une plateforme \u201c conviviale \u201d, accumulant ainsi de l\u2019exp\u00e9rience en vue d\u2019une d\u00e9ploiement \u00e0 grande \u00e9chelle. Guangzhou a favoris\u00e9 l\u2019int\u00e9gration approfondie entre la plateforme de transactions num\u00e9riques \u201c Guang Jiaoyi \u201d et le grand mod\u00e8le DeepSeek, en s\u2019appuyant sur les capacit\u00e9s de raisonnement logique profond et de compr\u00e9hension s\u00e9mantique offertes par un grand mod\u00e8le open source national comportant des centaines de milliards de param\u00e8tres. Cela a permis de d\u00e9passer, dans le domaine des applications intelligentes, les limites des syst\u00e8mes op\u00e9rationnels traditionnels qui reposent sur des bases de r\u00e8gles, d\u2019am\u00e9liorer consid\u00e9rablement l\u2019efficacit\u00e9 de la v\u00e9rification de la conformit\u00e9 des dossiers d\u2019appel d\u2019offres, de promouvoir une am\u00e9lioration globale de l\u2019exp\u00e9rience du service \u201c tout en ligne \u201d et de permettre \u00e0 la plateforme de faciliter la prise de d\u00e9cision en mati\u00e8re d\u2019appels d\u2019offres. Shenzhen a profond\u00e9ment int\u00e9gr\u00e9 la blockchain, le BIM, le SIG (syst\u00e8me d\u2019information g\u00e9ographique) et l\u2019intelligence artificielle, cr\u00e9ant ainsi une \u201c matrice d\u2019it\u00e9ration technologique \u201d pour les applications num\u00e9riques et intelligentes dans le domaine des appels d\u2019offres. Cela a non seulement am\u00e9lior\u00e9 l\u2019efficacit\u00e9 de l\u2019\u00e9valuation des offres, mais a \u00e9galement permis, gr\u00e2ce \u00e0 la compr\u00e9hension s\u00e9mantique des grands mod\u00e8les multimodaux, une \u00e9valuation intelligente des dossiers techniques, faisant ainsi entrer les appels d\u2019offres dans une nouvelle \u00e8re de \u201c transactions intelligentes \u201d.<\/p>\n\n\n\n

Gr\u00e2ce \u00e0 la transformation num\u00e9rique, l'innovation donne naissance \u00e0 un nouveau mod\u00e8le \u201c intelligence artificielle + appels d'offres \u201d<\/strong><\/p>\n\n\n\n

La vitalit\u00e9 de la technologie r\u00e9side dans son application. La province du Guangdong tire pleinement parti des atouts offerts par les infrastructures num\u00e9riques et intelligentes, telles que la blockchain et le big data, pour favoriser la mise en \u0153uvre pr\u00e9cise de l'intelligence artificielle dans les \u00e9tapes cl\u00e9s des appels d'offres, notamment la v\u00e9rification des qualifications, l'\u00e9valuation des dossiers et la transparence de la supervision, et ainsi red\u00e9finir un nouveau paradigme de transactions intelligentes ax\u00e9 sur les cas concrets.<\/p>\n\n\n\n

Contr\u00f4les en amont : des \u201c contr\u00f4leurs qualit\u00e9 \u201d intelligents renforcent les mesures de contr\u00f4le \u00e0 l'entr\u00e9e.<\/strong>Guangzhou a mis en place une plateforme d\u2019IA d\u00e9di\u00e9e au contr\u00f4le de conformit\u00e9 des cahiers des charges, en constituant une base de connaissances \u00e0 trois niveaux comprenant \u201c les politiques et r\u00e9glementations, la liste n\u00e9gative et les cas ant\u00e9rieurs \u201d. Elle comporte 137 points de contr\u00f4le de conformit\u00e9 et 22 points d\u2019alerte pour les informations cl\u00e9s, permettant de filtrer automatiquement les clauses restrictives relatives aux qualifications et aux conditions commerciales, d\u2019effectuer une \u00e9valuation intelligente de la conformit\u00e9 des cahiers des charges et d\u2019am\u00e9liorer l\u2019\u00e9quit\u00e9 de la concurrence sur le march\u00e9 des appels d\u2019offres. Depuis sa mise en service en novembre 2024, la plateforme a ouvert plus de 120 comptes de supervision aux niveaux municipal et de district. Elle a effectu\u00e9 au total 3 100 contr\u00f4les sur des projets de construction, r\u00e9alis\u00e9 380 000 v\u00e9rifications aux points de contr\u00f4le et identifi\u00e9 plus de 120 probl\u00e8mes, avec un taux de pr\u00e9cision atteignant 95%. Shenzhen a mis en place un syst\u00e8me intelligent de v\u00e9rification des qualifications bas\u00e9 sur l\u2019IA, combinant \u201c analyse automatique, v\u00e9rification crois\u00e9e et alerte aux risques \u201d. Ce syst\u00e8me permet d\u2019identifier avec pr\u00e9cision 52 \u00e9l\u00e9ments r\u00e9partis en 7 cat\u00e9gories de documents, notamment les licences d\u2019exploitation, les certificats de qualification, les permis de s\u00e9curit\u00e9 au travail des entreprises et les certificats d\u2019exercice des chefs de projet agr\u00e9\u00e9s en tant qu\u2019ing\u00e9nieurs du b\u00e2timent. Il assure ainsi une v\u00e9rification intelligente, g\u00e9n\u00e8re automatiquement les r\u00e9sultats et \u00e9met des alertes en cas de risque, fournissant ainsi aux pouvoirs adjudicateurs des \u00e9l\u00e9ments d\u2019aide \u00e0 la d\u00e9cision.<\/p>\n\n\n\n

Une \u00e9valuation pr\u00e9cise : un \u201c groupe d'experts \u201d bas\u00e9 sur l'IA permet une d\u00e9finition efficace des normes.<\/strong>Guangzhou a mis en place un syst\u00e8me d\u2019analyse intelligente des comportements anormaux dans les appels d\u2019offres, comprenant un syst\u00e8me de surveillance des risques \u00e0 quatre niveaux : indicateurs de base, d\u2019alerte pr\u00e9coce, d\u2019anomalie et \u00e9tendus. Ce syst\u00e8me \u00e9tablit plus de 80 indicateurs de contr\u00f4le des risques, notamment les codes d\u2019identification mat\u00e9rielle des dossiers de soumission, la transparence de la structure actionnariale des entit\u00e9s \u00e9conomiques, le degr\u00e9 de similitude des cahiers des charges, l\u2019analyse des anomalies dans les offres et les tendances de notation des experts charg\u00e9s de l\u2019\u00e9valuation des offres. La ville a \u00e9galement innov\u00e9 en lan\u00e7ant un m\u00e9canisme d\u2019alerte appel\u00e9 \u201c indice de fum\u00e9e \u201d (Smoke Index), qui attribue une note globale aux risques li\u00e9s \u00e0 un projet, permettant ainsi une identification pr\u00e9cise des risques. \u00c0 Shenzhen, dans les domaines de la construction et des march\u00e9s publics, on explore l\u2019utilisation de grands mod\u00e8les d\u2019IA pour trier et extraire les indicateurs de conformit\u00e9. Gr\u00e2ce \u00e0 des technologies telles que l\u2019OCR (outil de conversion de documents), l\u2019analyse de documents et l\u2019analyse s\u00e9mantique par de grands mod\u00e8les d\u2019IA, pour analyser les dossiers d\u2019appel d\u2019offres et de soumission en donn\u00e9es format\u00e9es et les segmenter de mani\u00e8re pertinente. Les grands mod\u00e8les d\u2019IA indiquent ensuite s\u2019il y a violation des politiques et r\u00e9glementations, en fournissant des justifications d\u00e9taill\u00e9es et des suggestions de modification. \u00c0 ce jour, ce syst\u00e8me couvre 20 sous-cat\u00e9gories de travaux de construction et a permis de mener \u00e0 bien l\u2019\u00e9valuation assist\u00e9e par l\u2019IA de 16 projets d\u2019achats publics dans le cadre d\u2019accords-cadres, avec un taux de pr\u00e9cision de 99,1 % et une r\u00e9duction consid\u00e9rable de la dur\u00e9e des \u00e9valuations.<\/p>\n\n\n\n

Une surveillance \u201c en profondeur \u201d : une \u00ab loupe \u00bb transparente pour d\u00e9tecter les risques cach\u00e9s.<\/strong>Guangzhou utilise les donn\u00e9es comme un \u201c radar \u201d et les algorithmes comme des \u201c sondes \u201d explore la mise en place d\u2019un syst\u00e8me de supervision num\u00e9rique couvrant l\u2019ensemble de la cha\u00eene, comprenant \u201c l\u2019alerte avant l\u2019appel d\u2019offres, le contr\u00f4le pendant l\u2019appel d\u2019offres et la tra\u00e7abilit\u00e9 apr\u00e8s l\u2019appel d\u2019offres \u201d. Elle a ainsi mis en place un \u201c r\u00e9seau unique \u201d d\u2019alerte intelligente, capable de d\u00e9tecter efficacement des indices tels que les fluctuations r\u00e9guli\u00e8res des offres ou les similitudes anormales entre les documents, et de transmettre en temps r\u00e9el aux autorit\u00e9s de contr\u00f4le les informations relatives aux comportements anormaux. Parall\u00e8lement, les lieux de transactions physiques font l\u2019objet d\u2019une modernisation intelligente : un dossier num\u00e9rique \u201c un dossier par appel d\u2019offres \u201d a \u00e9t\u00e9 cr\u00e9\u00e9, et les experts charg\u00e9s de l\u2019\u00e9valuation des offres sont \u00e9quip\u00e9s de badges intelligents int\u00e9grant des technologies de g\u00e9olocalisation, de reconnaissance faciale et de captation automatique du son. Cela permet un suivi dynamique des d\u00e9placements des experts sur place et une alerte en cas d\u2019anomalies, ce qui contribue fortement \u00e0 la modernisation intelligente de la supervision. Shenzhen a mis en place plus de 200 points de contr\u00f4le de conformit\u00e9 r\u00e9partis en six grandes fonctions : aper\u00e7u des donn\u00e9es, alerte et pr\u00e9vention, surveillance quotidienne, surveillance audio-vid\u00e9o, traitement des plaintes et surveillance de la solvabilit\u00e9. La ville a \u00e9galement d\u00e9velopp\u00e9 des mod\u00e8les d\u2019analyse intelligente pour d\u00e9tecter les pratiques de collusion et de manipulation d\u2019appels d\u2019offres. \u00c0 ce jour, la plateforme a surveill\u00e9 9 603 projets et d\u00e9clench\u00e9 25 alertes de risque, ce qui a consid\u00e9rablement am\u00e9lior\u00e9 la pr\u00e9cision de la surveillance.<\/p>\n\n\n\n

Des m\u00e9canismes perfectionn\u00e9s et des normes favorisent de nouveaux d\u00e9veloppements dans l'application de l'intelligence artificielle aux appels d'offres<\/strong><\/p>\n\n\n\n

Tout en encourageant activement l'application des technologies, la province du Guangdong a toujours adh\u00e9r\u00e9 aux principes de \u201c priorit\u00e9 aux normes, s\u00e9curit\u00e9 et fiabilit\u00e9, ouverture et prudence \u201d, s'attachant \u00e0 mettre en place un environnement d'application de l'intelligence artificielle r\u00e9glement\u00e9 et s\u00fbr.<\/p>\n\n\n\n

Donner la priorit\u00e9 aux normes pour \u00e9tablir une \u201c base minimale \u201d solide en mati\u00e8re de conformit\u00e9.<\/strong>Consid\u00e9rer la conformit\u00e9 comme le \u201c seuil minimal \u201d des applications d\u2019intelligence artificielle ; tout en encourageant activement l\u2019utilisation des technologies innovantes, renforcer les mesures de protection pr\u00e9vues par les normes afin d\u2019atteindre un \u00e9quilibre dynamique entre l\u2019efficacit\u00e9 de l\u2019innovation et la conformit\u00e9 en mati\u00e8re de s\u00e9curit\u00e9. Guangzhou a mis en place une norme de contr\u00f4le des risques \u00e0 trois niveaux : \u201c isolation des donn\u00e9es + mod\u00e9ration des contenus + \u00e9valuation dynamique \u201d. Gr\u00e2ce \u00e0 des techniques rigoureuses de pseudonymisation et d\u2019isolation des donn\u00e9es, elle prot\u00e8ge les donn\u00e9es \u00e0 caract\u00e8re personnel contre toute fuite ; elle a \u00e9galement introduit un syst\u00e8me avanc\u00e9 de mod\u00e9ration des contenus qui d\u00e9tecte et filtre automatiquement les informations ind\u00e9sirables, garantissant ainsi que les contenus g\u00e9n\u00e9r\u00e9s sont sains et conformes ; un m\u00e9canisme d\u2019\u00e9valuation dynamique est mis en place pour surveiller et \u00e9valuer en temps r\u00e9el les applications d\u2019IA, garantissant ainsi le fonctionnement stable et l\u2019optimisation continue du syst\u00e8me. Shenzhen, en participant \u00e0 l\u2019\u00e9laboration de la norme nationale de surveillance de la s\u00e9curit\u00e9 des interfaces de donn\u00e9es (GB\/T 46796-2025), a clairement d\u00e9fini, dans le \u201c Plan de travail \u201dIA+\u201d dans le secteur du logement et de la construction de Shenzhen \u00bb, les limites d\u2019application et les normes de conformit\u00e9 de l\u2019IA dans le cadre des appels d\u2019offres, mettant ainsi en place un dispositif de s\u00e9curit\u00e9 couvrant l\u2019ensemble du cycle de collecte, de transmission et de stockage des donn\u00e9es, et consolidant ainsi les fondements tant juridiques que techniques.<\/p>\n\n\n\n

Un double syst\u00e8me parall\u00e8le garantissant s\u00e9curit\u00e9 et fiabilit\u00e9.<\/strong>Dans le cadre de la mise en \u0153uvre du concept \u201c Intelligence artificielle + appels d\u2019offres \u201d, le mod\u00e8le de r\u00e9partition des t\u00e2ches \u201c l\u2019IA pose les bases, l\u2019intervention humaine donne le ton \u201d permet de concilier de mani\u00e8re harmonieuse efficacit\u00e9 et autorit\u00e9, insufflant ainsi intelligence et dynamisme aux proc\u00e9dures d\u2019appel d\u2019offres. Guangzhou a mis en place un \u201c moteur d\u2019\u00e9valuation multimodal \u201d et \u00e9tabli un mod\u00e8le collaboratif associant \u201c \u00e9valuation intelligente par l\u2019IA + v\u00e9rification par des experts \u201d. S\u2019appuyant sur la plateforme de transactions intelligente \u201c e-Zhao Zhisheng \u201d, ce syst\u00e8me effectue automatiquement la v\u00e9rification des qualifications des soumissionnaires, le contr\u00f4le de conformit\u00e9 des documents commerciaux ainsi que l\u2019\u00e9valuation pr\u00e9liminaire de l\u2019exhaustivit\u00e9 des documents techniques, sur cette base, les experts proc\u00e8dent \u00e0 une analyse approfondie des anomalies signal\u00e9es par l\u2019IA, attribuent la note finale aux crit\u00e8res subjectifs de l\u2019offre technique et tranchent les points d\u2019\u00e9valuation litigieux. Shenzhen a mis en place un m\u00e9canisme \u00e0 deux volets \u201c \u00e9valuation ind\u00e9pendante + v\u00e9rification humaine \u201d : l\u2019IA proc\u00e8de de mani\u00e8re autonome \u00e0 l\u2019examen complet de l\u2019\u00e9ligibilit\u00e9 et de la conformit\u00e9 des dossiers de soumission et g\u00e9n\u00e8re des conclusions d\u2019\u00e9valuation, qui sont ensuite v\u00e9rifi\u00e9es par des experts. Cette \u201c s\u00e9paration entre l\u2019humain et la machine \u201d permet d\u2019\u00e9viter que des facteurs humains n\u2019influencent les r\u00e9sultats de l\u2019\u00e9valuation.<\/p>\n\n\n\n

Faire preuve d'ouverture d'esprit et de prudence, et renforcer la collaboration entre les services.<\/strong>Au niveau de la r\u00e9glementation sectorielle, Guangzhou et Shenzhen mettent en \u0153uvre les \u201c Directives du Bureau g\u00e9n\u00e9ral du gouvernement populaire de la province du Guangdong relatives \u00e0 la promotion d\u2019une r\u00e9glementation inclusive et prudente \u201d et explorent un m\u00e9canisme de \u201c r\u00e9glementation de type sandbox \u201d dans le domaine de \u201c l\u2019intelligence artificielle appliqu\u00e9e aux appels d\u2019offres \u201d, permettant aux plateformes de transaction de tester de nouvelles technologies dans un environnement contr\u00f4l\u00e9 et laissant une marge suffisante pour \u201c l\u2019exp\u00e9rimentation et l\u2019erreur \u201d en mati\u00e8re d\u2019innovation technologique ; En perfectionnant progressivement les mod\u00e8les algorithmiques gr\u00e2ce \u00e0 des essais pilotes \u00e0 petite \u00e9chelle, elles font progresser de mani\u00e8re stable l\u2019application globale de ces technologies tout en garantissant la s\u00e9curit\u00e9. Dans le cadre d\u2019une campagne sp\u00e9ciale de rectification des appels d\u2019offres, elles s\u2019appuient sur la plateforme provinciale de supervision en ligne des appels d\u2019offres pour d\u00e9ployer et utiliser un \u201c module IA \u201d d\u00e9di\u00e9 \u00e0 l\u2019examen, \u00e0 la v\u00e9rification et au r\u00e9examen des projets d\u2019appels d\u2019offres et de march\u00e9s publics, assurer la coordination entre les autorit\u00e9s de supervision du secteur, les services de police et les instances de discipline pour le transfert et le traitement des indices de violations de la loi et des r\u00e8gles, et cr\u00e9er ainsi un cercle de dissuasion ferm\u00e9 alliant \u00ab supervision, application de la loi et application de la discipline \u00bb, afin de favoriser un environnement de transactions sains et int\u00e8gres dans le domaine des appels d\u2019offres.<\/p>","protected":false},"excerpt":{"rendered":"

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30px;}.uagb-block-ba329dfb .uagb-ifb-icon > span{font-size: 30px;width: 30px;line-height: 30px;}.uagb-block-ba329dfb .uagb-iconbox-icon-wrap{width: 30px;height: 30px;line-height: 30px;}.uagb-block-ba329dfb .uagb-infobox-margin-wrapper{display: flex;}.uagb-block-ba329dfb .uagb-ifb-content .uagb-ifb-image-content img{width: 40px;}.uagb-block-ba329dfb.uagb-infobox__content-wrap .uagb-ifb-image-content img{width: 40px;}.uagb-block-ba329dfb .uagb-ifb-content .uagb-ifb-left-title-image img{width: 40px;}.uagb-block-ba329dfb .uagb-ifb-content .uagb-ifb-right-title-image img{width: 40px;}.uagb-block-ba329dfb.uagb-infobox__content-wrap .uagb-infobox-cta-link > svg {margin-left: 5px;}[dir=rtl] .uagb-block-ba329dfb.uagb-infobox__content-wrap .uagb-infobox-cta-link > svg{margin-right: 5px;margin-left: 0px;}}.uagb-block-9201899d .uagb-ifb-icon{width: 20px;line-height: 20px;}.uagb-block-9201899d .uagb-ifb-icon > span{font-size: 20px;width: 20px;line-height: 20px;color: var(--ast-global-color-5);}.uagb-block-9201899d .uagb-ifb-icon svg{fill: var(--ast-global-color-5);}.uagb-block-9201899d.uagb-infobox__content-wrap .uagb-ifb-icon-wrap svg{width: 20px;height: 20px;line-height: 20px;font-size: 20px;color: var(--ast-global-color-5);fill: var(--ast-global-color-5);}.uagb-block-9201899d .uagb-ifb-content .uagb-ifb-icon-wrap svg{line-height: 20px;font-size: 20px;color: var(--ast-global-color-5);fill: var(--ast-global-color-5);}.uagb-block-9201899d .uagb-iconbox-icon-wrap{margin: auto;display: inline-flex;align-items: center;justify-content: center;box-sizing: content-box;width: 20px;height: 20px;line-height: 20px;padding-left: 0px;padding-right: 0px;padding-top: 0px;padding-bottom: 0px;}.uagb-block-9201899d.uagb-infobox__content-wrap .uagb-ifb-icon-wrap > svg{padding-left: 0px;padding-right: 0px;padding-top: 0px;padding-bottom: 0px;}.uagb-block-9201899d.uagb-infobox__content-wrap .uagb-ifb-content .uagb-ifb-icon-wrap > svg{padding-left: 0px;padding-right: 0px;padding-top: 0px;padding-bottom: 0px;}.uagb-block-9201899d .uagb-ifb-content .uagb-ifb-left-title-image svg{width: 20px;line-height: 20px;font-size: 20px;color: var(--ast-global-color-5);fill: var(--ast-global-color-5);}.uagb-block-9201899d .uagb-ifb-content .uagb-ifb-right-title-image svg{width: 20px;line-height: 20px;font-size: 20px;color: var(--ast-global-color-5);fill: var(--ast-global-color-5);}.uagb-block-9201899d .uagb-infobox__content-wrap .uagb-ifb-imgicon-wrap{padding-left: 0px;padding-right: 0px;padding-top: 0px;padding-bottom: 0px;}.uagb-block-9201899d .uagb-infobox .uagb-ifb-image-content img{border-radius: 0px;}.uagb-block-9201899d.uagb-infobox__content-wrap img{padding-left: 0px;padding-right: 0px;padding-top: 0px;padding-bottom: 0px;border-radius: 0px;}.uagb-block-9201899d.uagb-infobox__content-wrap .uagb-ifb-content .uagb-ifb-right-title-image > img{padding-left: 0px;padding-right: 0px;padding-top: 0px;padding-bottom: 0px;border-radius: 0px;}.uagb-block-9201899d.uagb-infobox__content-wrap .uagb-ifb-content .uagb-ifb-left-title-image > img{padding-left: 0px;padding-right: 0px;padding-top: 0px;padding-bottom: 0px;border-radius: 0px;}.uagb-block-9201899d.uagb-infobox__content-wrap .uagb-ifb-content > img{padding-left: 0px;padding-right: 0px;padding-top: 0px;padding-bottom: 0px;border-radius: 0px;}.uagb-block-9201899d .uagb-ifb-title-wrap .uagb-ifb-title-prefix{margin-bottom: 10px;margin-top: 5px;}.uagb-block-9201899d .uagb-ifb-title{font-weight: 400;margin-bottom: 0px;}.uagb-block-9201899d .uagb-ifb-desc{margin-bottom: 20px;}.uagb-block-9201899d .uagb-ifb-separator{width: 30%;border-top-width: 2px;border-top-color: #333;border-top-style: solid;margin-bottom: 0px;}.uagb-block-9201899d .uagb-infobox__content-wrap .uagb-ifb-separator{width: 30%;border-top-width: 2px;border-top-color: #333;border-top-style: solid;}.uagb-block-9201899d .uagb-ifb-align-icon-after{margin-left: 5px;}.uagb-block-9201899d .uagb-ifb-align-icon-before{margin-right: 5px;}.uagb-block-9201899d.uagb-infobox__content-wrap .uagb-ifb-content svg{box-sizing: content-box;}.uagb-block-9201899d.uagb-infobox__content-wrap .uagb-ifb-content img{box-sizing: content-box;}.uagb-block-9201899d.uagb-infobox__content-wrap .uagb-infobox-cta-link > svg {margin-left: 5px;}[dir=rtl] .uagb-block-9201899d .uagb-iconbox-icon-wrap{padding-right: 0px;padding-left: 0px;}[dir=rtl] .uagb-block-9201899d.uagb-infobox__content-wrap .uagb-ifb-icon-wrap > svg{padding-right: 0px;padding-left: 0px;}[dir=rtl] .uagb-block-9201899d.uagb-infobox__content-wrap .uagb-ifb-content .uagb-ifb-icon-wrap > svg{padding-right: 0px;padding-left: 0px;}[dir=rtl] .uagb-block-9201899d.uagb-infobox__content-wrap img{padding-right: 0px;padding-left: 0px;}[dir=rtl] .uagb-block-9201899d.uagb-infobox__content-wrap .uagb-ifb-content .uagb-ifb-right-title-image > img{padding-right: 0px;padding-left: 0px;}[dir=rtl] .uagb-block-9201899d.uagb-infobox__content-wrap .uagb-ifb-content .uagb-ifb-left-title-image > img{padding-right: 0px;padding-left: 0px;}[dir=rtl] .uagb-block-9201899d.uagb-infobox__content-wrap .uagb-ifb-content > img{padding-right: 0px;padding-left: 0px;}[dir=rtl] .uagb-block-9201899d.uagb-infobox-left{text-align: right;}[dir=rtl] .uagb-block-9201899d.uagb-infobox-right{text-align: left;}[dir=rtl] .uagb-block-9201899d.uagb-infobox__content-wrap .uagb-infobox-cta-link > svg{margin-right: 5px;margin-left: 0px;}@media only screen and (max-width: 976px) {.uagb-block-9201899d.uagb-infobox__content-wrap .uagb-ifb-icon-wrap > svg{width: 20px;height: 20px;line-height: 20px;font-size: 20px;}.uagb-block-9201899d.uagb-infobox__content-wrap .uagb-ifb-content .uagb-ifb-icon-wrap > svg{line-height: 20px;font-size: 20px;}.uagb-block-9201899d.uagb-infobox__content-wrap .uagb-ifb-content img{box-sizing: content-box;}.uagb-block-9201899d .uagb-ifb-icon{width: 20px;line-height: 20px;}.uagb-block-9201899d .uagb-ifb-icon > span{font-size: 20px;width: 20px;line-height: 20px;}.uagb-block-9201899d .uagb-iconbox-icon-wrap{width: 20px;height: 20px;line-height: 20px;}.uagb-block-9201899d .uagb-ifb-content .uagb-ifb-left-title-image > svg{width: 20px;line-height: 20px;font-size: 20px;}.uagb-block-9201899d .uagb-ifb-content .uagb-ifb-right-title-image > svg{width: 20px;line-height: 20px;font-size: 20px;}.uagb-block-9201899d .uagb-infobox-margin-wrapper{display: flex;}.uagb-block-9201899d.uagb-infobox__content-wrap .uagb-infobox-cta-link > svg {margin-left: 5px;}[dir=rtl] .uagb-block-9201899d.uagb-infobox__content-wrap .uagb-infobox-cta-link > svg{margin-right: 5px;margin-left: 0px;}}@media only screen and (max-width: 767px) {.uagb-block-9201899d.uagb-infobox__content-wrap .uagb-ifb-icon-wrap > svg{width: 20px;height: 20px;line-height: 20px;font-size: 20px;}.uagb-block-9201899d.uagb-infobox__content-wrap .uagb-ifb-content .uagb-ifb-icon-wrap > svg{line-height: 20px;font-size: 20px;}.uagb-block-9201899d .uagb-ifb-content .uagb-ifb-left-title-image > svg{width: 20px;line-height: 20px;font-size: 20px;}.uagb-block-9201899d .uagb-ifb-content .uagb-ifb-right-title-image > svg{width: 20px;line-height: 20px;font-size: 20px;}.uagb-block-9201899d.uagb-infobox__content-wrap .uagb-ifb-content img{box-sizing: content-box;}.uagb-block-9201899d .uagb-ifb-icon{width: 20px;line-height: 20px;}.uagb-block-9201899d .uagb-ifb-icon > span{font-size: 20px;width: 20px;line-height: 20px;}.uagb-block-9201899d .uagb-iconbox-icon-wrap{width: 20px;height: 20px;line-height: 20px;}.uagb-block-9201899d .uagb-infobox-margin-wrapper{display: flex;}.uagb-block-9201899d.uagb-infobox__content-wrap .uagb-infobox-cta-link > svg {margin-left: 5px;}[dir=rtl] .uagb-block-9201899d.uagb-infobox__content-wrap .uagb-infobox-cta-link > svg{margin-right: 5px;margin-left: 0px;}}.uagb-block-f0374038 .uagb-ifb-icon{width: 20px;line-height: 20px;}.uagb-block-f0374038 .uagb-ifb-icon > span{font-size: 20px;width: 20px;line-height: 20px;color: var(--ast-global-color-5);}.uagb-block-f0374038 .uagb-ifb-icon svg{fill: var(--ast-global-color-5);}.uagb-block-f0374038.uagb-infobox__content-wrap .uagb-ifb-icon-wrap svg{width: 20px;height: 20px;line-height: 20px;font-size: 20px;color: var(--ast-global-color-5);fill: var(--ast-global-color-5);}.uagb-block-f0374038 .uagb-ifb-content .uagb-ifb-icon-wrap svg{line-height: 20px;font-size: 20px;color: var(--ast-global-color-5);fill: var(--ast-global-color-5);}.uagb-block-f0374038 .uagb-iconbox-icon-wrap{margin: auto;display: inline-flex;align-items: center;justify-content: center;box-sizing: content-box;width: 20px;height: 20px;line-height: 20px;padding-left: 0px;padding-right: 0px;padding-top: 0px;padding-bottom: 0px;}.uagb-block-f0374038.uagb-infobox__content-wrap .uagb-ifb-icon-wrap > svg{padding-left: 0px;padding-right: 0px;padding-top: 0px;padding-bottom: 0px;}.uagb-block-f0374038.uagb-infobox__content-wrap .uagb-ifb-content .uagb-ifb-icon-wrap > svg{padding-left: 0px;padding-right: 0px;padding-top: 0px;padding-bottom: 0px;}.uagb-block-f0374038 .uagb-ifb-content .uagb-ifb-left-title-image svg{width: 20px;line-height: 20px;font-size: 20px;color: var(--ast-global-color-5);fill: var(--ast-global-color-5);}.uagb-block-f0374038 .uagb-ifb-content .uagb-ifb-right-title-image svg{width: 20px;line-height: 20px;font-size: 20px;color: var(--ast-global-color-5);fill: var(--ast-global-color-5);}.uagb-block-f0374038 .uagb-infobox__content-wrap .uagb-ifb-imgicon-wrap{padding-left: 0px;padding-right: 0px;padding-top: 0px;padding-bottom: 0px;}.uagb-block-f0374038 .uagb-infobox .uagb-ifb-image-content img{border-radius: 0px;}.uagb-block-f0374038.uagb-infobox__content-wrap img{padding-left: 0px;padding-right: 0px;padding-top: 0px;padding-bottom: 0px;border-radius: 0px;}.uagb-block-f0374038.uagb-infobox__content-wrap .uagb-ifb-content .uagb-ifb-right-title-image > img{padding-left: 0px;padding-right: 0px;padding-top: 0px;padding-bottom: 0px;border-radius: 0px;}.uagb-block-f0374038.uagb-infobox__content-wrap .uagb-ifb-content .uagb-ifb-left-title-image > img{padding-left: 0px;padding-right: 0px;padding-top: 0px;padding-bottom: 0px;border-radius: 0px;}.uagb-block-f0374038.uagb-infobox__content-wrap .uagb-ifb-content > img{padding-left: 0px;padding-right: 0px;padding-top: 0px;padding-bottom: 0px;border-radius: 0px;}.uagb-block-f0374038 .uagb-ifb-title-wrap .uagb-ifb-title-prefix{margin-bottom: 10px;margin-top: 5px;}.uagb-block-f0374038 .uagb-ifb-title{font-weight: 400;margin-bottom: 0px;}.uagb-block-f0374038 .uagb-ifb-desc{margin-bottom: 20px;}.uagb-block-f0374038 .uagb-ifb-separator{width: 30%;border-top-width: 2px;border-top-color: #333;border-top-style: solid;margin-bottom: 0px;}.uagb-block-f0374038 .uagb-infobox__content-wrap .uagb-ifb-separator{width: 30%;border-top-width: 2px;border-top-color: #333;border-top-style: solid;}.uagb-block-f0374038 .uagb-ifb-align-icon-after{margin-left: 5px;}.uagb-block-f0374038 .uagb-ifb-align-icon-before{margin-right: 5px;}.uagb-block-f0374038.uagb-infobox__content-wrap .uagb-ifb-content svg{box-sizing: content-box;}.uagb-block-f0374038.uagb-infobox__content-wrap .uagb-ifb-content img{box-sizing: content-box;}.uagb-block-f0374038.uagb-infobox__content-wrap .uagb-infobox-cta-link > svg {margin-left: 5px;}[dir=rtl] .uagb-block-f0374038 .uagb-iconbox-icon-wrap{padding-right: 0px;padding-left: 0px;}[dir=rtl] .uagb-block-f0374038.uagb-infobox__content-wrap .uagb-ifb-icon-wrap > svg{padding-right: 0px;padding-left: 0px;}[dir=rtl] .uagb-block-f0374038.uagb-infobox__content-wrap .uagb-ifb-content .uagb-ifb-icon-wrap > svg{padding-right: 0px;padding-left: 0px;}[dir=rtl] .uagb-block-f0374038.uagb-infobox__content-wrap img{padding-right: 0px;padding-left: 0px;}[dir=rtl] .uagb-block-f0374038.uagb-infobox__content-wrap .uagb-ifb-content .uagb-ifb-right-title-image > img{padding-right: 0px;padding-left: 0px;}[dir=rtl] .uagb-block-f0374038.uagb-infobox__content-wrap .uagb-ifb-content .uagb-ifb-left-title-image > img{padding-right: 0px;padding-left: 0px;}[dir=rtl] .uagb-block-f0374038.uagb-infobox__content-wrap .uagb-ifb-content > img{padding-right: 0px;padding-left: 0px;}[dir=rtl] .uagb-block-f0374038.uagb-infobox-left{text-align: right;}[dir=rtl] .uagb-block-f0374038.uagb-infobox-right{text-align: left;}[dir=rtl] .uagb-block-f0374038.uagb-infobox__content-wrap .uagb-infobox-cta-link > svg{margin-right: 5px;margin-left: 0px;}@media only screen and (max-width: 976px) {.uagb-block-f0374038.uagb-infobox__content-wrap .uagb-ifb-icon-wrap > svg{width: 20px;height: 20px;line-height: 20px;font-size: 20px;}.uagb-block-f0374038.uagb-infobox__content-wrap .uagb-ifb-content .uagb-ifb-icon-wrap > svg{line-height: 20px;font-size: 20px;}.uagb-block-f0374038.uagb-infobox__content-wrap .uagb-ifb-content img{box-sizing: content-box;}.uagb-block-f0374038 .uagb-ifb-icon{width: 20px;line-height: 20px;}.uagb-block-f0374038 .uagb-ifb-icon > span{font-size: 20px;width: 20px;line-height: 20px;}.uagb-block-f0374038 .uagb-iconbox-icon-wrap{width: 20px;height: 20px;line-height: 20px;}.uagb-block-f0374038 .uagb-ifb-content .uagb-ifb-left-title-image > svg{width: 20px;line-height: 20px;font-size: 20px;}.uagb-block-f0374038 .uagb-ifb-content .uagb-ifb-right-title-image > svg{width: 20px;line-height: 20px;font-size: 20px;}.uagb-block-f0374038 .uagb-infobox-margin-wrapper{display: flex;}.uagb-block-f0374038.uagb-infobox__content-wrap .uagb-infobox-cta-link > svg {margin-left: 5px;}[dir=rtl] .uagb-block-f0374038.uagb-infobox__content-wrap .uagb-infobox-cta-link > svg{margin-right: 5px;margin-left: 0px;}}@media only screen and (max-width: 767px) {.uagb-block-f0374038.uagb-infobox__content-wrap .uagb-ifb-icon-wrap > svg{width: 20px;height: 20px;line-height: 20px;font-size: 20px;}.uagb-block-f0374038.uagb-infobox__content-wrap .uagb-ifb-content .uagb-ifb-icon-wrap > svg{line-height: 20px;font-size: 20px;}.uagb-block-f0374038 .uagb-ifb-content 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