{"id":5061,"date":"2026-02-12T03:11:00","date_gmt":"2026-02-12T03:11:00","guid":{"rendered":"https:\/\/zxhig.com\/?p=5061"},"modified":"2026-03-05T03:16:30","modified_gmt":"2026-03-05T03:16:30","slug":"%e5%85%b3%e4%ba%8e%e5%8a%a0%e5%bf%ab%e6%8b%9b%e6%a0%87%e6%8a%95%e6%a0%87%e9%a2%86%e5%9f%9f%e4%ba%ba%e5%b7%a5%e6%99%ba%e8%83%bd%e6%8e%a8%e5%b9%bf%e5%ba%94%e7%94%a8%e7%9a%84%e5%ae%9e%e6%96%bd%e6%84%8f-2","status":"publish","type":"post","link":"https:\/\/www.zxhig.com\/fr\/industry-policies\/5061\/","title":{"rendered":"Avis d'application concernant l'acc\u00e9l\u00e9ration de la promotion et de l'utilisation de l'intelligence artificielle dans le domaine des appels d'offres (R\u00e8glement n\u00b0 195 [2026] de la Commission nationale du d\u00e9veloppement et de la r\u00e9forme)"},"content":{"rendered":"

Source : Commission nationale pour le d\u00e9veloppement et la r\u00e9forme<\/em><\/p>\n\n\n\n

Avis de mise en \u0153uvre de la Commission nationale pour le d\u00e9veloppement et la r\u00e9forme et d'autres d\u00e9partements concernant l'acc\u00e9l\u00e9ration de la promotion et de l'application de l'intelligence artificielle dans le domaine des appels d'offres<\/strong><\/p>\n\n\n\n

R\u00e8glement n\u00b0 195 [2026] de la Commission nationale du d\u00e9veloppement et de la r\u00e9forme<\/p>\n\n\n\n

Commissions de d\u00e9veloppement et de r\u00e9forme, autorit\u00e9s comp\u00e9tentes en mati\u00e8re d\u2019industrie et d\u2019informatisation, d\u00e9partements (commissions, bureaux) du logement et de la construction urbaine et rurale, d\u00e9partements (bureaux, commissions) des transports, d\u00e9partements (bureaux) des ressources en eau (gestion de l\u2019eau) de chaque province, autonomie r\u00e9gionale, municipalit\u00e9 directement plac\u00e9e sous l\u2019autorit\u00e9 centrale et du Corps de production et de construction du Xinjiang ; aux d\u00e9partements de l\u2019agriculture et des affaires rurales (bureaux, commissions), aux autorit\u00e9s comp\u00e9tentes en mati\u00e8re de commerce, aux commissions de supervision des actifs d\u2019\u00c9tat, aux services charg\u00e9s de la coordination et de l\u2019orientation des appels d\u2019offres, ainsi qu\u2019aux services charg\u00e9s de l\u2019int\u00e9gration des plateformes de transactions de ressources publiques ; aux administrations des communications de chaque province, autonomie r\u00e9gionale et municipalit\u00e9 directement plac\u00e9e sous l\u2019autorit\u00e9 centrale ; et \u00e0 toutes les entreprises centrales :<\/p>\n\n\n\n

Afin de mettre en \u0153uvre les directives du Comit\u00e9 central du Parti communiste chinois et du Conseil d\u2019\u00c9tat concernant l\u2019approfondissement de la r\u00e9forme des appels d\u2019offres, et conform\u00e9ment aux dispositions pr\u00e9vues dans les \u201c Avis du Conseil d\u2019\u00c9tat sur la mise en \u0153uvre approfondie de l\u2019initiative \u201d Intelligence artificielle + \u00bb \u00bb, dans le but de favoriser une int\u00e9gration approfondie entre les appels d\u2019offres et l\u2019intelligence artificielle et de promouvoir un d\u00e9veloppement r\u00e9glement\u00e9 et sain du march\u00e9 des appels d\u2019offres, les avis suivants sont formul\u00e9s.<\/p>\n\n\n\n

I. Objectifs g\u00e9n\u00e9raux<\/strong><\/p>\n\n\n\n

En se concentrant sur l'ensemble du processus des appels d'offres et des march\u00e9s publics ainsi que sur les \u00e9tapes cl\u00e9s de leur gestion, et conform\u00e9ment aux principes d'orientation gouvernementale, de participation multipartite, d'approche ax\u00e9e sur les cas concrets et de s\u00e9curit\u00e9 et de contr\u00f4le, il convient de promouvoir de mani\u00e8re active et prudente l'application de l'intelligence artificielle dans le domaine des appels d'offres et des march\u00e9s publics, d'am\u00e9liorer les mod\u00e8les en la mati\u00e8re et de renforcer le niveau de num\u00e9risation et d'intelligence num\u00e9rique des services et de la r\u00e9glementation, afin d'apporter un soutien solide \u00e0 la garantie d'une allocation \u00e9quitable et efficace des ressources publiques et \u00e0 la normalisation de l'ordre du march\u00e9 des appels d'offres et des march\u00e9s publics.<\/p>\n\n\n\n

D'ici fin 2026, des applications couvrant des cas de figure cl\u00e9s, tels que la v\u00e9rification des dossiers d'appel d'offres, l'\u00e9valuation intelligente des offres et la d\u00e9tection des ententes illicites, seront d\u00e9ploy\u00e9es \u00e0 grande \u00e9chelle dans certaines provinces et certaines villes ; d'ici fin 2027, ces applications seront \u00e9tendues \u00e0 l'ensemble du territoire national, ce qui permettra de d\u00e9gager un ensemble de bonnes pratiques en mati\u00e8re de formation des mod\u00e8les, d'application aux cas concrets et de mise en place de m\u00e9canismes de garantie, et favorisera ainsi efficacement le d\u00e9veloppement r\u00e9glement\u00e9 et sain du march\u00e9 des appels d'offres.<\/p>\n\n\n\n

II. Acc\u00e9l\u00e9rer le d\u00e9ploiement des applications concr\u00e8tes<\/strong><\/p>\n\n\n\n

(1) Appels d'offres \u201c Intelligence artificielle+ \u201d<\/p>\n\n\n\n

1. Planification de l'appel d'offres. Aider le ma\u00eetre d'ouvrage \u00e0 effectuer une analyse globale des tendances du secteur, de l'offre et de la demande sur le march\u00e9, ainsi que des facteurs li\u00e9s aux ressources ; comprendre et analyser avec pr\u00e9cision les informations relatives \u00e0 l'approbation des investissements, \u00e0 la proc\u00e9dure d'appel d'offres, \u00e0 l'ex\u00e9cution du contrat et \u00e0 la r\u00e9ception des travaux ; d\u00e9finir des besoins, des conditions techniques et commerciales objectifs et quantifiables, afin d'am\u00e9liorer d\u00e8s le d\u00e9part le caract\u00e8re scientifique et rationnel de l'appel d'offres.<\/p>\n\n\n\n

2. \u00c9laboration du dossier d'appel d'offres. Sur la base d'une compr\u00e9hension approfondie des objectifs du projet, du contenu des travaux, des exigences de l'appel d'offres, ainsi que des conditions techniques et commerciales, et en tenant compte de l'historique des transactions et des exigences r\u00e9glementaires et politiques, le syst\u00e8me s\u00e9lectionne de mani\u00e8re intelligente les mod\u00e8les de dossier d'appel d'offres les plus adapt\u00e9s, recommande les conditions de qualification, les m\u00e9thodes d'\u00e9valuation et les crit\u00e8res d'\u00e9valuation appropri\u00e9s, et aide le ma\u00eetre d'ouvrage \u00e0 \u00e9laborer ou \u00e0 g\u00e9n\u00e9rer automatiquement le dossier d'appel d'offres, am\u00e9liorant ainsi la qualit\u00e9 de ce dernier.<\/p>\n\n\n\n

3. Contr\u00f4le des dossiers d\u2019appel d\u2019offres. Conform\u00e9ment aux exigences des politiques et r\u00e9glementations applicables, les dossiers d\u2019appel d\u2019offres font l\u2019objet d\u2019un contr\u00f4le multidimensionnel portant notamment sur leur conformit\u00e9, leur pertinence et la pr\u00e9sence de mots sensibles. Ce contr\u00f4le permet d\u2019identifier automatiquement divers probl\u00e8mes, tels que les infractions \u00e0 la loi ou aux r\u00e9glementations et les pratiques excluant ou restreignant la concurrence, et fournit des \u00e9l\u00e9ments d\u2019appr\u00e9ciation ainsi que des suggestions de modification, afin d\u2019aider le pouvoir adjudicateur \u00e0 corriger intelligemment les dossiers d\u2019appel d\u2019offres. Il est recommand\u00e9 de proc\u00e9der \u00e0 un \u201c contr\u00f4le pr\u00e9alable \u201d des dossiers d\u2019appel d\u2019offres avant leur publication.<\/p>\n\n\n\n

(2) Appels d'offres \u201c Intelligence artificielle+ \u201d<\/p>\n\n\n\n

4. Planification des appels d'offres. Collecte exhaustive des informations relatives aux appels d\u2019offres de tous types de projets ; en fonction des caract\u00e9ristiques des soumissionnaires, envoi d\u2019informations sur les projets adapt\u00e9s ; extraction et analyse automatiques des \u00e9l\u00e9ments cl\u00e9s contenus dans les calendriers d\u2019appel d\u2019offres, les avis de march\u00e9 et les dossiers d\u2019appel d\u2019offres ; g\u00e9n\u00e9ration intelligente d\u2019une cartographie des besoins de l\u2019appel d\u2019offres avec mise en \u00e9vidence des \u00e9l\u00e9ments importants. En s\u2019appuyant sur l\u2019historique des transactions et sur des projets similaires, le syst\u00e8me aide \u00e0 analyser et \u00e0 \u00e9valuer la rentabilit\u00e9 de la participation \u00e0 un appel d\u2019offres, am\u00e9liorant ainsi l\u2019efficacit\u00e9 de la soumission.<\/p>\n\n\n\n

5. Auto-\u00e9valuation de la conformit\u00e9 des offres. Analyse approfondie des besoins du projet et des exigences du cahier des charges, en tenant compte des caract\u00e9ristiques et des atouts du soumissionnaire, afin de l\u2019aider \u00e0 d\u00e9finir sa solution technique et sa fourchette de prix. Les dossiers de soumission pr\u00e9par\u00e9s par les soumissionnaires sont compar\u00e9s au cahier des charges afin d\u2019en v\u00e9rifier la conformit\u00e9 ; le syst\u00e8me signale automatiquement les infractions, erreurs ou omissions \u00e9ventuelles, aidant ainsi les soumissionnaires \u00e0 apporter les modifications et am\u00e9liorations n\u00e9cessaires. Des alertes de risque sont \u00e9mises concernant les offres susceptibles d\u2019\u00eatre inf\u00e9rieures au prix de revient, ce qui permet de r\u00e9duire les cas de soumissions \u00e0 bas prix de nature malveillante.<\/p>\n\n\n\n

(3) Ouverture et \u00e9valuation des offres gr\u00e2ce \u00e0 l\u201c\u201d intelligence artificielle+ \u00bb<\/p>\n\n\n\n

6. Ouverture des offres. Cr\u00e9ation d'un \u00ab responsable num\u00e9rique \u00bb de l'ouverture des offres, dot\u00e9 d'une personnalit\u00e9 humano\u00efde, charg\u00e9 de coordonner l'ensemble du processus d'ouverture des offres d'un projet et d'effectuer automatiquement les t\u00e2ches suivantes : lecture des r\u00e8gles de l'ouverture des offres, publication de la liste des soumissionnaires, d\u00e9cryptage des dossiers de candidature, lecture des offres, confirmation des r\u00e9sultats, etc. Il d\u00e9tecte intelligemment les anomalies lors de l'ouverture des offres et \u00e9met des alertes, aidant ainsi le pouvoir adjudicateur \u00e0 y rem\u00e9dier en temps r\u00e9el et de mani\u00e8re efficace.<\/p>\n\n\n\n

7. S\u00e9lection des experts. Apr\u00e8s une analyse globale des caract\u00e9ristiques du projet et des crit\u00e8res d'\u00e9valuation, le syst\u00e8me g\u00e9n\u00e8re automatiquement un plan de s\u00e9lection des experts adapt\u00e9 au projet, en tenant compte de la sp\u00e9cialisation, de la r\u00e9partition g\u00e9ographique et des r\u00e8gles de r\u00e9cusation des experts, ainsi que des exigences relatives \u00e0 l'\u00e9valuation \u00e0 distance. Cela permet d'am\u00e9liorer l'ad\u00e9quation entre les experts s\u00e9lectionn\u00e9s et le projet, et de garantir le caract\u00e8re scientifique et impartial de la s\u00e9lection.<\/p>\n\n\n\n

8. Aide intelligente \u00e0 l'\u00e9valuation des offres. D\u00e9velopper une capacit\u00e9 de raisonnement d\u2019\u00e9valuation similaire \u00e0 celle d\u2019un \u00eatre humain, ma\u00eetriser les structures de connaissances des experts en \u00e9valuation issus de diff\u00e9rentes disciplines, \u00e9tablir un syst\u00e8me d\u2019indicateurs d\u2019\u00e9valuation complet en fonction du type de projet, recommander ou associer des crit\u00e8res d\u2019\u00e9valuation en fonction du projet sp\u00e9cifique, extraire de mani\u00e8re exhaustive les \u00e9l\u00e9ments des dossiers d\u2019appel d\u2019offres et des offres, analyser en profondeur le contenu des dossiers d\u2019appel d\u2019offres et le degr\u00e9 de conformit\u00e9 des offres, aider les experts \u00e0 mener l\u2019\u00e9valuation ou g\u00e9n\u00e9rer des r\u00e9sultats \u00e0 titre de r\u00e9f\u00e9rence pour les experts, afin d\u2019am\u00e9liorer l\u2019impartialit\u00e9 de l\u2019\u00e9valuation des offres.<\/p>\n\n\n\n

(IV) D\u00e9finition des crit\u00e8res de r\u00e9f\u00e9rence pour l\u201c\u201d IA+ \u00bb<\/p>\n\n\n\n

9. V\u00e9rification du rapport d'\u00e9valuation des offres. Mettre en place une fonctionnalit\u00e9 de v\u00e9rification intelligente des rapports d\u2019\u00e9valuation des offres afin d\u2019aider les pouvoirs adjudicateurs \u00e0 v\u00e9rifier l\u2019exactitude des donn\u00e9es, la coh\u00e9rence logique et la conformit\u00e9 du contenu de ces rapports. Le syst\u00e8me signalera automatiquement les incoh\u00e9rences dans la notation des crit\u00e8res d\u2019\u00e9valuation objectifs, les erreurs de calcul des notes et les \u00e9carts trop importants entre les notes attribu\u00e9es par les experts, et invitera ces derniers \u00e0 proc\u00e9der \u00e0 une nouvelle v\u00e9rification, \u00e0 confirmer les r\u00e9sultats et \u00e0 apporter les modifications n\u00e9cessaires.<\/p>\n\n\n\n

10. Aider \u00e0 la prise de d\u00e9cision d'attribution du march\u00e9. Sur la base des exigences de l'appel d'offres, de la gestion de la cha\u00eene d'approvisionnement et de l'historique des transactions, et en combinant les donn\u00e9es issues de plateformes sectorielles, de cr\u00e9dit, fiscales et judiciaires, \u00e9tablir un profil multidimensionnel des candidats retenus. Gr\u00e2ce \u00e0 des m\u00e9thodes telles que les entretiens avec des avatars num\u00e9riques, nous aidons le pouvoir adjudicateur \u00e0 effectuer une analyse comparative globale des candidats retenus et \u00e0 prendre une d\u00e9cision d\u2019attribution, tout en garantissant l\u2019enregistrement et la tra\u00e7abilit\u00e9 de l\u2019ensemble du processus d\u2019attribution.<\/p>\n\n\n\n

11. Signature du contrat attribu\u00e9. Les principaux \u00e9l\u00e9ments du contrat attribu\u00e9 sont automatiquement extraits des documents d\u2019appel d\u2019offres. Le contrat est g\u00e9n\u00e9r\u00e9 en s\u2019appuyant sur des mod\u00e8les de r\u00e9f\u00e9rence et en int\u00e9grant les clauses contractuelles sp\u00e9cifiques au projet, ce qui permet sa signature et son archivage en ligne. En tenant compte des exigences r\u00e9glementaires et des ant\u00e9c\u00e9dents transactionnels, des avertissements sur les risques sont ajout\u00e9s aux clauses cl\u00e9s relatives aux droits et obligations du contrat attribu\u00e9, afin de r\u00e9duire les probl\u00e8mes li\u00e9s aux \u201c contrats parall\u00e8les \u201d et aux modifications arbitraires.<\/p>\n\n\n\n

(5) Gestion sur site \u201c Intelligence artificielle + \u201d<\/p>\n\n\n\n

12. Gestion des sites. Mettre en place une gestion intelligente et globale des sites de n\u00e9gociation, r\u00e9partir efficacement les ressources en postes de travail et en personnel, surveiller en temps r\u00e9el la pr\u00e9sence des diff\u00e9rentes cat\u00e9gories de personnes et les activit\u00e9s sur les sites, am\u00e9liorer le niveau d'intelligence des infrastructures de n\u00e9gociation et cr\u00e9er un environnement de n\u00e9gociation intelligent et sans personnel. Renforcer la coordination et la compl\u00e9mentarit\u00e9 des ressources entre les sites de n\u00e9gociation, afin d'am\u00e9liorer la facilit\u00e9 d'acc\u00e8s aux services de n\u00e9gociation interr\u00e9gionaux.<\/p>\n\n\n\n

13. Gestion des attestations. Mettre en place un syst\u00e8me d\u2019attestation en boucle ferm\u00e9e reposant sur \u201c l\u2019analyse intelligente \u2014 l\u2019intervention dynamique \u2014 la conservation des preuves sur la blockchain \u201d, afin de proc\u00e9der \u00e0 une attestation num\u00e9rique transparente \u00e0 chaque \u00e9tape des proc\u00e9dures d\u2019appel d\u2019offres et de soumission, et d\u2019enregistrer de mani\u00e8re exhaustive et pr\u00e9cise l\u2019ensemble du processus. Renforcer l\u2019analyse et l\u2019alerte pr\u00e9coce des comportements anormaux, signaler et dissuader en temps opportun les activit\u00e9s soup\u00e7onn\u00e9es d\u2019enfreindre la loi ou les r\u00e9glementations, et renforcer le signalement des indices de probl\u00e8mes, afin d\u2019apporter un soutien aux autorit\u00e9s comp\u00e9tentes dans l\u2019application de la discipline et de la loi.<\/p>\n\n\n\n

14. Gestion des archives. Mettre en place un syst\u00e8me intelligent de gestion des archives relatives aux appels d\u2019offres et aux march\u00e9s publics, en associant une gestion intelligente des attestations pour permettre le remplissage automatis\u00e9 des documents de transaction et l\u2019archivage sur la blockchain des donn\u00e9es de transaction. Proc\u00e9der \u00e0 un nommage et \u00e0 un classement intelligents des documents relatifs aux appels d\u2019offres et aux march\u00e9s publics, g\u00e9n\u00e9rer automatiquement des index et des r\u00e9sum\u00e9s d\u2019archives, et fournir des services de recherche et de consultation intelligents. Exploiter pleinement le r\u00f4le des dossiers de transactions dans l\u2019\u00e9valuation de la performance des politiques, l\u2019analyse des ententes illicites, la r\u00e9solution des litiges et des diff\u00e9rends, ainsi que la r\u00e9duction des co\u00fbts et l\u2019am\u00e9lioration de l\u2019efficacit\u00e9, afin d\u2019optimiser l\u2019utilisation globale de ces dossiers.<\/p>\n\n\n\n

15. Questions-r\u00e9ponses intelligentes. Mettre en place un moteur de questions-r\u00e9ponses sp\u00e9cialis\u00e9 dans le domaine des appels d'offres, offrant des services de conseil interactifs et multimodaux sur divers aspects tels que les politiques et r\u00e9glementations, les connaissances m\u00e9tier et les proc\u00e9dures op\u00e9rationnelles. Ce moteur permettra de proposer des fonctionnalit\u00e9s telles que le guidage op\u00e9rationnel intelligent, la recommandation intelligente de mod\u00e8les, les questions-r\u00e9ponses sur les alertes d'anomalies, ainsi que des conseils en mati\u00e8re de r\u00e9clamations et de recours, afin d'am\u00e9liorer la facilit\u00e9 d'utilisation des services li\u00e9s aux appels d'offres.<\/p>\n\n\n\n

(VI) R\u00e9glementation de l\u201c\u201d intelligence artificielle + \u00bb<\/p>\n\n\n\n

16. Gestion des experts. Mettre en place un syst\u00e8me de gestion intelligent couvrant l'ensemble du cycle de vie des experts en \u00e9valuation des offres, en combinant leurs comp\u00e9tences professionnelles, l'\u00e9valuation de leurs performances, leur notation de cr\u00e9dit et leur formation continue, afin d'\u00e9tablir un profil multidimensionnel des experts et de faciliter la mise en \u0153uvre d'une \u00e9valuation dynamique, ce qui permettra d'am\u00e9liorer la gestion globale de ces experts. En tenant compte des r\u00e9alit\u00e9s de chaque secteur, mettre en place une \u201c gestion centralis\u00e9e via un portail unique \u201d pour les experts nationaux en \u00e9valuation des offres, afin de favoriser le partage et la mise en commun des ressources d\u2019experts de qualit\u00e9.<\/p>\n\n\n\n

17. D\u00e9tection des ententes d\u2019appel d\u2019offres. Mise en place d\u2019un syst\u00e8me d\u2019alerte pr\u00e9ventif complet couvrant \u00e0 la fois les \u201c entit\u00e9s \u201d et les \u00ab comportements \u00bb ; gr\u00e2ce \u00e0 la recoupe de donn\u00e9es multidimensionnelles et au profilage des entit\u00e9s, d\u00e9tection approfondie des probl\u00e8mes cach\u00e9s tels que les similitudes dans les caract\u00e9ristiques des entreprises, les relations entre entit\u00e9s, les comportements d\u2019appel d\u2019offres, les probabilit\u00e9s d\u2019attribution anormales et les tendances de notation des experts. Proc\u00e9der \u00e0 une analyse approfondie des dossiers d\u2019appel d\u2019offres, des cahiers des charges et des devis, notamment par le biais d\u2019une analyse de la similarit\u00e9 s\u00e9mantique des propositions techniques et d\u2019une comparaison des caract\u00e9ristiques cl\u00e9s des offres commerciales, afin de mettre au jour des indices laissant soup\u00e7onner des cas de collusion, et de fournir ainsi des \u00e9l\u00e9ments de r\u00e9f\u00e9rence aux autorit\u00e9s comp\u00e9tentes charg\u00e9es de l\u2019application de la discipline et de la loi.<\/p>\n\n\n\n

18. Gestion de la solvabilit\u00e9. Mettre en place une gestion intelligente de la solvabilit\u00e9 dans le cadre des appels d\u2019offres, afin de permettre l\u2019enregistrement objectif, la collecte automatique, le partage et l\u2019utilisation des informations de solvabilit\u00e9, ainsi que leur ajustement dynamique. \u00c9laborer un mod\u00e8le intelligent d\u2019\u00e9valuation de la solvabilit\u00e9 pour les appels d\u2019offres, permettant de dresser un profil de solvabilit\u00e9 multidimensionnel des entit\u00e9s concern\u00e9es, et de mener de mani\u00e8re pr\u00e9cise et efficace les \u00e9valuations de solvabilit\u00e9, la diffusion d\u2019informations et les alertes pr\u00e9ventives.<\/p>\n\n\n\n

19. Surveillance concert\u00e9e. Mettre en place un mod\u00e8le d\u2019analyse et d\u2019alerte couvrant les phases pr\u00e9alables, concomitantes et post\u00e9rieures aux appels d\u2019offres, renforcer la collecte, la gestion et l\u2019exploitation des donn\u00e9es tout au long du processus, et, gr\u00e2ce au recoupement et \u00e0 l\u2019analyse comparative des donn\u00e9es, identifier automatiquement les cas de non-appel d\u2019offres, de sous-traitance ill\u00e9gale, de modifications non conformes du personnel, de retards importants dans l\u2019avancement des travaux, ainsi que les probl\u00e8mes li\u00e9s aux paiements de fin de chantier (faibles, moyens ou \u00e9lev\u00e9s). Renforcer l\u2019articulation entre les domaines administratif, p\u00e9nal et disciplinaire dans le cadre des appels d\u2019offres, afin de mettre en place une gestion intelligente en boucle ferm\u00e9e comprenant l\u2019alerte pr\u00e9coce et le transfert des pistes d\u2019enqu\u00eate, le traitement conjoint des infractions et le retour d\u2019information sur les r\u00e9sultats. Cela permettra d\u2019am\u00e9liorer la capacit\u00e9 d\u2019analyse approfondie et de traitement des affaires complexes, et de favoriser la mise en place d\u2019un mod\u00e8le de supervision intelligente fond\u00e9 sur une \u201c gouvernance commune via un r\u00e9seau unique \u201d entre l\u2019application de la loi administrative, la justice p\u00e9nale et la discipline et la surveillance.<\/p>\n\n\n\n

20. Traitement des r\u00e9clamations. Mettre en place une capacit\u00e9 de traitement intelligent des plaintes relatives aux appels d\u2019offres et aux soumissions, afin d\u2019aider les services de contr\u00f4le administratif \u00e0 analyser les plaintes. En s\u2019appuyant sur les politiques et la r\u00e9glementation, les pr\u00e9c\u00e9dents jurisprudentiels et les r\u00e9sultats des enqu\u00eates et de la collecte de preuves, formuler un avis d\u2019examen pr\u00e9liminaire, proposer des recommandations de traitement class\u00e9es par cat\u00e9gorie et faciliter la r\u00e9daction de la d\u00e9cision de traitement de la plainte, afin d\u2019am\u00e9liorer l\u2019efficacit\u00e9 du traitement des plaintes. Proc\u00e9der \u00e0 un filtrage et \u00e0 un traitement intelligents des plaintes malveillantes, afin de renforcer la pr\u00e9vention et la lutte contre ce type de plaintes.<\/p>\n\n\n\n

III. Mise en \u0153uvre et d\u00e9ploiement conformes aux normes<\/strong><\/p>\n\n\n\n

(7) Organisation et mise en \u0153uvre rationnelles. Chaque r\u00e9gion doit d\u00e9finir de mani\u00e8re rationnelle la voie \u00e0 suivre en fonction des besoins pratiques et de ses bases techniques. Dans les cas o\u00f9 cela permet d\u2019am\u00e9liorer l\u2019efficacit\u00e9 des transactions et o\u00f9 une approche ax\u00e9e sur le march\u00e9 est appropri\u00e9e, il convient d\u2019encourager activement le d\u00e9veloppement de prestataires de services d\u2019intelligence artificielle. Dans les cas o\u00f9 il s\u2019agit de garantir l\u2019\u00e9quit\u00e9 et l\u2019impartialit\u00e9 des transactions ainsi que d\u2019am\u00e9liorer la qualit\u00e9 et l\u2019efficacit\u00e9 de la r\u00e9glementation, il convient de mettre l\u2019accent sur le r\u00f4le moteur du gouvernement, de renforcer la planification coordonn\u00e9e et la mise en \u0153uvre rationalis\u00e9e. Les villes et les pr\u00e9fectures doivent d\u00e9ployer et mettre en \u0153uvre ces applications sous la direction coordonn\u00e9e du niveau provincial, tandis que les autorit\u00e9s au niveau du comt\u00e9 et en dessous doivent, en principe, r\u00e9utiliser les ressources mod\u00e9lis\u00e9es fournies par les instances sup\u00e9rieures.<\/p>\n\n\n\n

(8) Renforcer l'int\u00e9gration des syst\u00e8mes. Les diff\u00e9rentes r\u00e9gions doivent continuer \u00e0 approfondir l'int\u00e9gration et le partage des plateformes de transactions des ressources publiques ; sur la base de r\u00e8gles institutionnelles et de normes techniques unifi\u00e9es, elles doivent mener de mani\u00e8re ordonn\u00e9e une transformation visant \u00e0 favoriser la rationalisation, am\u00e9liorer le niveau de normalisation des processus de passation des march\u00e9s publics et des syst\u00e8mes de plateformes concern\u00e9s, renforcer l'interconnectivit\u00e9 de ces derniers et accro\u00eetre l'efficacit\u00e9 du d\u00e9ploiement et de l'utilisation des mod\u00e8les.<\/p>\n\n\n\n

(9) Consolider la base de donn\u00e9es. Les diff\u00e9rentes r\u00e9gions doivent renforcer la gestion des donn\u00e9es relatives aux appels d\u2019offres et aux soumissions, am\u00e9liorer le nettoyage et l\u2019annotation des donn\u00e9es, et acc\u00e9l\u00e9rer la mise en place d\u2019ensembles de donn\u00e9es et de bases de connaissances de haute qualit\u00e9 couvrant les politiques et r\u00e9glementations en mati\u00e8re d\u2019appels d\u2019offres ainsi que toutes les \u00e9tapes du processus. En s\u2019appuyant sur le m\u00e9canisme de partage des donn\u00e9es administratives, elles doivent promouvoir la co-construction et le partage d\u2019ensembles de donn\u00e9es de haute qualit\u00e9, ainsi que la collecte et la gestion des donn\u00e9es g\u00e9n\u00e9r\u00e9es, afin de mieux soutenir l\u2019entra\u00eenement et l\u2019application des mod\u00e8les.<\/p>\n\n\n\n

(10) Optimisation continue par it\u00e9rations. Les diff\u00e9rentes r\u00e9gions doivent mettre en place un m\u00e9canisme de mise \u00e0 jour r\u00e9guli\u00e8re des mod\u00e8les d\u2019intelligence artificielle, actualiser en temps opportun les ensembles de donn\u00e9es et les bases de connaissances, utiliser les donn\u00e9es sp\u00e9cialis\u00e9es issues des appels d\u2019offres pour effectuer un apprentissage cibl\u00e9, optimiser en permanence les algorithmes des mod\u00e8les et am\u00e9liorer leur pr\u00e9cision. Il convient de mettre en place un m\u00e9canisme d\u2019\u00e9valuation et de retour d\u2019information des utilisateurs, de recueillir et de traiter en temps opportun leurs besoins, d\u2019am\u00e9liorer les fonctionnalit\u00e9s des applications et de faire en sorte que les retours d\u2019information des utilisateurs soient le moteur de l\u2019optimisation it\u00e9rative des mod\u00e8les.<\/p>\n\n\n\n

(11) Am\u00e9liorer les m\u00e9canismes d\u2019application. Les diff\u00e9rentes r\u00e9gions doivent renforcer la coordination entre l\u2019application de l\u2019intelligence artificielle et toutes les \u00e9tapes du processus d\u2019appel d\u2019offres, am\u00e9liorer les m\u00e9canismes de conversion et d\u2019application des contenus g\u00e9n\u00e9r\u00e9s par les mod\u00e8les, et veiller \u00e0 ce que ces derniers jouent pleinement leur r\u00f4le. Il convient de maintenir le caract\u00e8re auxiliaire de la technologie : les conclusions g\u00e9n\u00e9r\u00e9es par les mod\u00e8les ne remplacent pas le jugement autonome des pouvoirs adjudicateurs, des agences de passation de march\u00e9s, des soumissionnaires ou des experts charg\u00e9s de l\u2019\u00e9valuation des offres, et ne modifient en rien les responsabilit\u00e9s l\u00e9gales des entit\u00e9s utilisatrices.<\/p>\n\n\n\n

(12) Renforcer le niveau de s\u00e9curit\u00e9. Appliquer rigoureusement les exigences en mati\u00e8re de gestion de la s\u00e9curit\u00e9 des mod\u00e8les d\u2019intelligence artificielle, renforcer les capacit\u00e9s de s\u00e9curit\u00e9 des algorithmes, des ressources de donn\u00e9es, des infrastructures et des syst\u00e8mes d\u2019application, et mettre en \u0153uvre de mani\u00e8re rigoureuse l\u2019enregistrement et l\u2019audit de s\u00e9curit\u00e9 des algorithmes et des mod\u00e8les. Mettre en place un syst\u00e8me de protection de la s\u00e9curit\u00e9 des donn\u00e9es, de la puissance de calcul, des algorithmes et des syst\u00e8mes, afin de garantir la s\u00e9curit\u00e9 et la fiabilit\u00e9 des mod\u00e8les, et de pr\u00e9venir et g\u00e9rer efficacement les risques li\u00e9s \u00e0 l\u2019opacit\u00e9 des mod\u00e8les, aux \u00ab hallucinations \u00bb et \u00e0 la discrimination algorithmique.<\/p>\n\n\n\n

IV. Renforcer les garanties organisationnelles<\/strong><\/p>\n\n\n\n

Les services provinciaux charg\u00e9s du d\u00e9veloppement et de la r\u00e9forme doivent pleinement jouer leur r\u00f4le d\u2019orientation, de coordination et de pilotage, intensifier leurs efforts d\u2019organisation et de mise en \u0153uvre, coordonner activement la satisfaction des besoins en donn\u00e9es et en puissance de calcul, d\u00e9terminer au plus vite, en collaboration avec les services concern\u00e9s, les cas d\u2019utilisation et les voies de mise en \u0153uvre, promouvoir la mise en \u0153uvre de mani\u00e8re diff\u00e9renci\u00e9e et perfectionner les m\u00e9canismes de garantie d\u2019application ; il convient de renforcer la coop\u00e9ration avec les universit\u00e9s, les instituts de recherche et les entreprises sp\u00e9cialis\u00e9es dans l\u2019intelligence artificielle, de tirer pleinement parti du r\u00f4le de ces derni\u00e8res et de favoriser la transfert de technologie entre l\u2019industrie, l\u2019enseignement sup\u00e9rieur et la recherche ; Il convient de renforcer le d\u00e9veloppement des ressources humaines et de mettre l\u2019accent sur la formation de talents interdisciplinaires. La Commission nationale du d\u00e9veloppement et de la r\u00e9forme, en collaboration avec les autorit\u00e9s comp\u00e9tentes, renforcera la coordination globale, m\u00e8nera des actions de communication et d\u2019orientation ainsi que la gestion des risques, guidera les diff\u00e9rentes r\u00e9gions et les entreprises centrales afin qu\u2019elles approfondissent l\u2019exploration des applications en fonction de leurs sp\u00e9cificit\u00e9s locales, perfectionnera les r\u00e8gles et r\u00e9gimes d\u2019accompagnement, fera progresser la mise en place d\u2019un syst\u00e8me de normalisation et synth\u00e9tisera et diffusera en temps opportun les exp\u00e9riences et pratiques exemplaires.<\/p>\n\n\n\n

Commission nationale pour le d\u00e9veloppement et la r\u00e9forme<\/p>\n\n\n\n

Minist\u00e8re de l'Industrie et des Technologies de l'information<\/p>\n\n\n\n

Minist\u00e8re du Logement et de la Construction urbaine et rurale<\/p>\n\n\n\n

Minist\u00e8re des Transports<\/p>\n\n\n\n

Minist\u00e8re des Travaux publics<\/p>\n\n\n\n

Minist\u00e8re de l'Agriculture et des Zones rurales<\/p>\n\n\n\n

Minist\u00e8re du Commerce<\/p>\n\n\n\n

Commission de supervision et d'administration des actifs de l'\u00c9tat du Conseil d'\u00c9tat<\/p>\n\n\n\n

6 f\u00e9vrier 2026<\/p>","protected":false},"excerpt":{"rendered":"

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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 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