{"id":13380,"date":"2025-09-01T14:38:35","date_gmt":"2025-09-01T12:38:35","guid":{"rendered":"https:\/\/dev.jems-group.com\/?p=13380"},"modified":"2026-04-23T16:25:25","modified_gmt":"2026-04-23T14:25:25","slug":"how-to-brilliantly-sabotage-your-augmented-self-bi-project","status":"publish","type":"post","link":"https:\/\/www.jems-group.com\/en\/actualites\/comment-saboter-avec-brio-votre-projet-de-self-bi-augmentee\/","title":{"rendered":"How to brilliantly sabotage your Augmented Self-BI project"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"13380\" class=\"elementor elementor-13380\" data-elementor-post-type=\"post\">\n\t\t\t\t<div class=\"elementor-element elementor-element-240e634 e-flex e-con-boxed e-con e-parent\" data-id=\"240e634\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-62b218c elementor-widget elementor-widget-global elementor-global-12335 elementor-widget-breadcrumbs\" data-id=\"62b218c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"breadcrumbs.default\">\n\t\t\t\t\t<p id=\"breadcrumbs\"><span><span><a href=\"https:\/\/www.jems-group.com\/fr\/\">Accueil<\/a><\/span><\/span><\/p>\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-816de0c e-con-full e-flex e-con e-child\" data-id=\"816de0c\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-798d721 e-con-full e-flex e-con e-child\" data-id=\"798d721\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-e053f1d elementor-widget elementor-widget-heading\" data-id=\"e053f1d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h1 class=\"elementor-heading-title elementor-size-default\">Comment saboter (avec brio) votre projet de Self-BI augment\u00e9e ?<\/h1>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9b09188 elementor-widget elementor-widget-post-info\" data-id=\"9b09188\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"post-info.default\">\n\t\t\t\t\t\t\t<ul class=\"elementor-icon-list-items elementor-post-info\">\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item elementor-repeater-item-7c979de\" itemprop=\"datePublished\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text elementor-post-info__item elementor-post-info__item--type-date\">\n\t\t\t\t\t\t\t<span class=\"elementor-post-info__item-prefix\">Publi\u00e9 le <\/span>\n\t\t\t\t\t\t\t\t\t\t<time>1 September 2025<\/time>\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-d01628e e-flex e-con-boxed e-con e-parent\" data-id=\"d01628e\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-5d44426 elementor-widget elementor-widget-heading\" data-id=\"5d44426\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Le guide (non) officiel pour transformer une bonne id\u00e9e en cauchemar.\n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-658453b elementor-widget elementor-widget-text-editor\" data-id=\"658453b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><strong>Pourquoi cet article, franchement ?<\/strong>\u00a0Il est temps de mettre les pieds dans le plat. La promesse d\u2019une BI augment\u00e9e, dop\u00e9e \u00e0 l\u2019IA, c\u2019est sexy sur le papier. Mais la r\u00e9alit\u00e9 du terrain, elle, peut parfois piquer s\u00e9v\u00e8rement. Alors, si votre but est de faire \u00e9chouer lamentablement votre projet de Self-BI, installez-vous confortablement : on vous d\u00e9roule le tapis rouge pour le d\u00e9sastre. (Et pour les autres, ceux qui pr\u00e9f\u00e8rent que \u00e7a marche, ce texte pourrait bien vous \u00e9pargner quelques migraines.)<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5b3c680 elementor-widget elementor-widget-heading\" data-id=\"5b3c680\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">1. Z\u00e9ro cadre, c\u2019est z\u00e9ro probl\u00e8me (pour l\u2019\u00e9chec ou l\u2019adoption BI).\n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-aac2699 elementor-widget elementor-widget-text-editor\" data-id=\"aac2699\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>La Self-BI, c\u2019est un peu comme un bac \u00e0 sable g\u00e9ant. Sauf que m\u00eame les bacs \u00e0 sable ont des r\u00e8gles implicites (ne pas jeter de sable dans les yeux des autres, par exemple). Ne pas poser de cadre du tout, c\u2019est le B.A.-BA du fiasco.<\/p><ul><li><strong>Pas de gouvernance ? Parfait !<\/strong>\u00a0Chaque service va bricoler ses propres indicateurs, dans son coin. Les d\u00e9cisions ? Elles reposeront sur des chiffres qui se contredisent joyeusement.<\/li><li><strong>R\u00f4les flous (m\u00e9tiers, IT, data stewards) ? Encore mieux !<\/strong>\u00a0La DSI pourra regarder le cirque de loin, impuissante.<\/li><li><strong>Mod\u00e8le s\u00e9mantique partag\u00e9 ? Quelle horreur !<\/strong>\u00a0Laissez chacun inventer ses propres d\u00e9finitions.<\/li><\/ul><p>\u00a0<\/p><p><strong>L\u2019astuce pour rater encore plus fort :<\/strong>\u00a0ne nommez jamais, au grand jamais, de sponsor m\u00e9tier. Histoire de bien montrer que personne ne tient la barre.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8c53b39 elementor-widget elementor-widget-image\" data-id=\"8c53b39\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/www.jems-group.com\/wp-content\/uploads\/elementor\/thumbs\/BI-organisee-ou-non-rksfvf0atisdi1ib5p6dyykf4wstfp9mcve1q9pwhk.webp\" title=\"BI organis\u00e9e ou non\" alt=\"BI organis\u00e9e ou non\" loading=\"lazy\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ad7e6ad elementor-widget elementor-widget-heading\" data-id=\"ad7e6ad\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">2. Balancez Power BI (ou Tableau, ou Qlik\u2026)\n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-40462ce elementor-widget elementor-widget-text-editor\" data-id=\"40462ce\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>L\u2019autonomie, c\u2019est bien. L\u2019abandon pur et simple, c\u2019est mieux si vous visez l\u2019\u00e9chec. Confier un outil comme Power BI \u00e0 des utilisateurs sans le moindre accompagnement, c\u2019est comme donner les cl\u00e9s d\u2019une Formule 1 \u00e0 quelqu\u2019un qui vient \u00e0 peine d\u2019avoir son permis\u2026 et qui n\u2019a jamais touch\u00e9 un volant.<\/p><ul><li><strong>Pas de formation m\u00e9tier ? \u00c9videmment !<\/strong>\u00a0Qu\u2019ils apprennent sur le tas, \u00e7a forge le caract\u00e8re.<\/li><li><strong>Z\u00e9ro guide interne ou bonnes pratiques ? Fantastique !<\/strong>\u00a0Laissez-les r\u00e9inventer la roue, ou plut\u00f4t le rapport, \u00e0 chaque fois.<\/li><li><strong>Pas de mod\u00e8le pr\u00e9-construit ? Splendide !<\/strong>\u00a0Attendez-vous \u00e0 des rapports mal mod\u00e9lis\u00e9s, des erreurs de lecture qui font fr\u00e9mir, et des performances dignes d\u2019un modem 56k.<\/li><\/ul><p>\u00a0<\/p><p><strong>La cons\u00e9quence directe ?<\/strong>\u00a0Une perte de confiance sid\u00e9rante dans les chiffres. Mission accomplie.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2fe3221 elementor-widget elementor-widget-heading\" data-id=\"2fe3221\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">3. La s\u00e9curit\u00e9 des donn\u00e9es, la gouvernance des donn\u00e9es ? Pour les paranos !\n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e537bfc elementor-widget elementor-widget-text-editor\" data-id=\"e537bfc\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Une Self-BI \u00ab\u00a0r\u00e9ussie\u00a0\u00bb dans votre optique de l\u2019\u00e9chec, c\u2019est une Self-BI o\u00f9 tout le monde a acc\u00e8s \u00e0 tout. La gestion des droits dans les mod\u00e8les s\u00e9mantiques (le fameux RLS, ou Row-Level Security) ? Une perte de temps ! En l\u2019oubliant, vous ouvrez grand les portes \u00e0 :<\/p><ul><li>Des\u00a0<strong>donn\u00e9es confidentielles<\/strong>\u00a0qui se baladent joyeusement.<\/li><li>Des\u00a0<strong>conflits<\/strong>\u00a0hom\u00e9riques entre services (\u00ab\u00a0Mais d\u2019o\u00f9 sort ce chiffre ?\u00a0\u00bb).<\/li><li>Des\u00a0<strong>risques de conformit\u00e9<\/strong>\u00a0(RGPD, ISO\u2026) qui feront le bonheur de votre service juridique (pour le temps pass\u00e9 \u00e0 g\u00e9rer les probl\u00e8mes).<\/li><\/ul><p>\u00a0<\/p><p>On parle de BI augment\u00e9e, pas de chaos augment\u00e9. Ah, si, en fait, pour l\u2019\u00e9chec, si !<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-72c96c4 elementor-widget elementor-widget-image\" data-id=\"72c96c4\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/www.jems-group.com\/wp-content\/uploads\/elementor\/thumbs\/difficulte-BI-rksfvd4mfupsutl1god4tz1hy5230b25om32rpsou0.webp\" title=\"difficult\u00e9 BI\" alt=\"difficult\u00e9 BI\" loading=\"lazy\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c3fc281 elementor-widget elementor-widget-heading\" data-id=\"c3fc281\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">4. Copilot activ\u00e9 pour les usages IA BI\u2026 mais jamais brief\u00e9 !\n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5b156c1 elementor-widget elementor-widget-text-editor\" data-id=\"5b156c1\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Copilot (ou n\u2019importe quel autre assistant IA) est bluffant, c\u2019est vrai. Mais si vous voulez un \u00e9chec retentissant, il y a une r\u00e8gle d\u2019or : ne lui apprenez rien. Z\u00e9ro vocabulaire, z\u00e9ro mod\u00e8le de donn\u00e9es, z\u00e9ro contr\u00f4le sur ses sources.<\/p><ul><li><strong>Pas de dictionnaire de donn\u00e9es ? Excellent !<\/strong>\u00a0Laissez l\u2019IA inventer ses propres interpr\u00e9tations.<\/li><li><strong>Z\u00e9ro contr\u00f4le sur les sources qu\u2019il utilise ? Parfait !<\/strong>\u00a0Il vous servira des fausses r\u00e9ponses avec une assurance \u00e0 toute \u00e9preuve.<\/li><li><strong>Pas de suivi de l\u2019usage ? Mais pourquoi faire ?<\/strong><\/li><\/ul><p>\u00a0<\/p><p>Imaginez : \u00ab\u00a0Combien d\u2019employ\u00e9s avons-nous licenci\u00e9s en 2023 ?\u00a0\u00bb \u2192 \u00ab\u00a0Oui ! 12 987 !\u00a0\u00bb (alors que votre entreprise compte \u00e0 peine 500 personnes). Succ\u00e8s garanti pour le chaos.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-75c9ca8 elementor-widget elementor-widget-heading\" data-id=\"75c9ca8\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">5. L\u2019IT, la DSI BI ? Soit \u00e0 la niche, soit aux fourneaux !\n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-037ae98 elementor-widget elementor-widget-text-editor\" data-id=\"037ae98\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Pour un \u00e9chec de Self-BI, il y a deux \u00e9coles, toutes deux efficaces :<\/p><ul><li><strong>\u00ab\u00a0C\u2019est un projet m\u00e9tier, l\u2019IT ne sert \u00e0 rien.\u00a0\u00bb<\/strong>\u00a0Mettez l\u2019IT sur la touche, ils ne comprendraient rien de toute fa\u00e7on.<\/li><li><strong>\u00ab\u00a0On attend que l\u2019IT nous m\u00e2che tout le travail.\u00a0\u00bb<\/strong>\u00a0Demandez-leur la lune, m\u00eame ce qui rel\u00e8ve clairement du m\u00e9tier.<\/li><\/ul><p>\u00a0<\/p><p>Une Self-BI qui marche, c\u2019est un partenariat. Mais vous, vous visez la guerre froide, n\u2019est-ce pas ? Laissez le m\u00e9tier poser des questions que l\u2019IT ne peut pas comprendre, et l\u2019IT construire des usines \u00e0 gaz qui ne r\u00e9pondent \u00e0 aucun besoin m\u00e9tier.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6837972 elementor-widget elementor-widget-heading\" data-id=\"6837972\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">6. Mesurez l\u2019usage\u2026 bien apr\u00e8s le naufrage !\n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-505be9e elementor-widget elementor-widget-text-editor\" data-id=\"505be9e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>C\u2019est un classique pour un \u00e9chec : vous d\u00e9ployez, vous formez (un peu, quand m\u00eame), et puis\u2026 vous disparaissez. Six mois plus tard, vous vous \u00e9tonnez : \u00ab\u00a0Tiens, personne n\u2019utilise notre super Self-BI, c\u2019est \u00e9trange.\u00a0\u00bb<\/p><p>Pour une r\u00e9ussite dans l\u2019\u00e9chec, ne mesurez jamais rien en cours de route :<\/p><ul><li>Nombre d\u2019utilisateurs actifs ? Inutile.<\/li><li>Qualit\u00e9 des mod\u00e8les produits ? On s\u2019en fiche.<\/li><li>Types de questions pos\u00e9es \u00e0 Copilot ? Myst\u00e8re total.<\/li><li>Fr\u00e9quence d\u2019acc\u00e8s aux dashboards ? Qui s\u2019en soucie ?<\/li><\/ul><p>\u00a0<\/p><p>Sans ces informations, vous naviguez \u00e0 vue. Et vous savez o\u00f9 \u00e7a m\u00e8ne ? Droit dans le mur.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e877513 elementor-widget elementor-widget-image\" data-id=\"e877513\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/www.jems-group.com\/wp-content\/uploads\/elementor\/thumbs\/Self-BI-bazar-rksfvfy50ctntngy07l0jgbvqao6nedcp01j7joibc.webp\" title=\"Self BI bazar\" alt=\"Self BI bazar\" loading=\"lazy\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e8f8e1d elementor-widget elementor-widget-heading\" data-id=\"e8f8e1d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">7. Pensez que la Self-BI est un simple livrable (indice : c\u2019est une r\u00e9volution culturelle)\n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4c9a877 elementor-widget elementor-widget-text-editor\" data-id=\"4c9a877\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>La Self-BI augment\u00e9e n\u2019est pas un projet avec une date de fin. C\u2019est une dynamique. Elle est cens\u00e9e vivre avec l\u2019entreprise, s\u2019adapter, \u00e9voluer.<\/p><p>Si vous voulez \u00e9chouer, croyez dur comme fer qu\u2019une fois l\u2019outil livr\u00e9, le job est fait.<\/p><ul><li>Qu\u2019elle\u00a0<strong>ne vit pas avec l\u2019entreprise<\/strong>.<\/li><li>Qu\u2019elle\u00a0<strong>ne s\u2019adapte pas<\/strong>\u00a0aux \u00e9quipes, aux outils, aux besoins.<\/li><li>Qu\u2019elle\u00a0<strong>n\u2019a pas besoin d\u2019\u00eatre entretenue<\/strong> ni pilot\u00e9e.<\/li><\/ul><p>\u00a0<\/p><p><strong>Bonus : les signes qui indiquent que vous \u00eates (presque) un pro de l\u2019\u00e9chec en Self-BI<\/strong><\/p><ul><li>Vos utilisateurs vous disent : \u00ab\u00a0Je ne sais pas o\u00f9 chercher, c\u2019est le bazar !\u00a0\u00bb<\/li><li>Vos rapports se multiplient sans aucune logique.<\/li><li>Vous passez plus de temps \u00e0 d\u00e9bugger des chiffres qu\u2019\u00e0 prendre des d\u00e9cisions.<\/li><li>Votre Copilot IA vous r\u00e9pond comme un stagiaire mal brief\u00e9\u2026 et qu\u2019il n\u2019y a personne pour corriger le tir.<\/li><\/ul><p>\u00a0<\/p><p><strong>Ou vos pires cauchemars Self-BI : la liste non exhaustive<\/strong><\/p><p>Vous avez lu nos \u00ab\u00a0conseils\u00a0\u00bb pour rater. Mais la r\u00e9alit\u00e9 d\u00e9passe parfois la fiction. On a tous des anecdotes de projets qui ont vir\u00e9 au d\u00e9sastre.<\/p><p>Voici quelques perles, fruit de l\u2019observation (et parfois, avouons-le, de l\u2019exp\u00e9rience personnelle) :<\/p><ul><li><strong>Le \u00ab\u00a0PowerPoint interactif\u00a0\u00bb :<\/strong>\u00a0Votre super dashboard n\u2019est qu\u2019une suite de captures d\u2019\u00e9cran PowerPoint, actualis\u00e9es\u2026 manuellement, tous les mois.<\/li><li><strong>La \u00ab\u00a0chasse aux indicateurs\u00a0\u00bb :<\/strong>\u00a0Pour obtenir un chiffre, il faut demander \u00e0 trois personnes diff\u00e9rentes, consolider deux fichiers Excel et faire une pri\u00e8re.<\/li><li><strong>Le \u00ab\u00a0Copilot schizophr\u00e8ne\u00a0\u00bb :<\/strong>\u00a0Il vous donne des chiffres diff\u00e9rents selon la formulation de la question, et ce, \u00e0 partir de la m\u00eame source.<\/li><li><strong>Le \u00ab\u00a0Data Analyst d\u00e9pressif\u00a0\u00bb :<\/strong>\u00a0Il passe 80% de son temps \u00e0 expliquer pourquoi les chiffres ne collent pas entre les services, au lieu d\u2019analyser.<\/li><li><strong>Le \u00ab\u00a0lac de donn\u00e9es toxiques\u00a0\u00bb :<\/strong>\u00a0Un m\u00e9lange informe de fichiers CSV, d\u2019exports ERP et de tableaux crois\u00e9s dynamiques, dont personne ne conna\u00eet l\u2019origine exacte.<\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-209ffda elementor-widget elementor-widget-heading\" data-id=\"209ffda\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Alors\u2026 on fait quoi, si on veut r\u00e9ussir ?\n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-461d827 elementor-widget elementor-widget-text-editor\" data-id=\"461d827\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Une Self-BI augment\u00e9e, c\u2019est un \u00e9cosyst\u00e8me qui doit \u00eatre pens\u00e9 et nourri. Pour transformer l\u2019essai et assurer un d\u00e9ploiement r\u00e9ussi et durable, il faut une approche structur\u00e9e :<\/p><ul><li>Un\u00a0<strong>audit et un diagnostic express<\/strong>\u00a0pour comprendre l\u2019existant.<\/li><li>La\u00a0<strong>construction d\u2019un socle Self-BI solide<\/strong>\u00a0(mod\u00e8le de donn\u00e9es, s\u00e9curit\u00e9, et une int\u00e9gration de Copilot ma\u00eetris\u00e9e).<\/li><li>Des\u00a0<strong>formations adapt\u00e9es<\/strong>\u00a0pour les m\u00e9tiers et un\u00a0<strong>pilotage attentif de l\u2019adoption<\/strong>.<\/li><\/ul><p>\u00a0<\/p><p><strong>Contactez-nous pour une d\u00e9mo personnalis\u00e9e<\/strong>\u00a0et d\u00e9couvrez comment \u00e9viter tous ces pi\u00e8ges !<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-240d225 elementor-align-center elementor-widget elementor-widget-button\" data-id=\"240d225\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/www.jems-group.com\/en\/contact\/\" target=\"_blank\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Contacter un expert<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-f1020d4 e-flex e-con-boxed e-con e-parent\" data-id=\"f1020d4\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-b171cc1 elementor-widget elementor-widget-heading\" data-id=\"b171cc1\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">PLUS DE RESSOURCES<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a86883e elementor-widget-divider--view-line elementor-widget elementor-widget-global elementor-global-343 elementor-widget-divider\" data-id=\"a86883e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3df1588 elementor-grid-3 elementor-grid-tablet-2 elementor-grid-mobile-1 elementor-widget elementor-widget-loop-grid\" data-id=\"3df1588\" data-element_type=\"widget\" data-e-type=\"widget\" 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rgba(0,0,0,0.5);--padding-top:0%;--padding-bottom:5%;--padding-left:0%;--padding-right:0%;}.elementor-12041 .elementor-element.elementor-element-64cf36a:not(.elementor-motion-effects-element-type-background), .elementor-12041 .elementor-element.elementor-element-64cf36a > .elementor-motion-effects-container > .elementor-motion-effects-layer{background-color:var( --e-global-color-f6bd35a );}.elementor-12041 .elementor-element.elementor-element-5f4d684 img{width:100%;height:180px;object-fit:cover;object-position:center center;transition-duration:0.5s;border-radius:016px 016px 0px 0px;}.elementor-12041 .elementor-element.elementor-element-5f4d684:hover img{filter:brightness( 100% ) contrast( 100% ) saturate( 170% ) blur( 0px ) hue-rotate( 0deg );}.elementor-12041 .elementor-element.elementor-element-8a27494 .elementor-heading-title{font-size:21px;font-weight:700;line-height:30px;-webkit-text-stroke-color:#000;stroke:#000;color:#000000;}.elementor-12041 .elementor-element.elementor-element-8a27494{padding:03% 05% 03% 05%;}.elementor-12041 .elementor-element.elementor-element-7444ac3 .elementor-button-content-wrapper{flex-direction:row-reverse;}.elementor-12041 .elementor-element.elementor-element-7444ac3 .elementor-button .elementor-button-content-wrapper{gap:10px;}.elementor-12041 .elementor-element.elementor-element-7444ac3 .elementor-button{font-size:16px;font-weight:700;text-decoration:underline;fill:var( --e-global-color-primary );color:var( --e-global-color-primary );background-color:#02010100;}.elementor-12041 .elementor-element.elementor-element-7444ac3{padding:0px 0px 0px 0px;}\/* Start custom CSS for button, class: .elementor-element-7444ac3 *\/.elementor-12041 .elementor-element.elementor-element-7444ac3 {\r\n    margin-top: auto !important;\r\n}\/* End custom CSS *\/<\/style>\t\t<div data-elementor-type=\"loop-item\" data-elementor-id=\"12041\" class=\"elementor elementor-12041 e-loop-item e-loop-item-14790 post-14790 post type-post status-publish format-standard has-post-thumbnail hentry category-ia\" data-elementor-post-type=\"elementor_library\" data-custom-edit-handle=\"1\">\n\t\t\t<div class=\"elementor-element elementor-element-64cf36a e-flex e-con-boxed e-con e-parent\" data-id=\"64cf36a\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-5f4d684 elementor-widget elementor-widget-theme-post-featured-image elementor-widget-image\" data-id=\"5f4d684\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"theme-post-featured-image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"800\" height=\"448\" src=\"https:\/\/www.jems-group.com\/wp-content\/uploads\/2025\/10\/IA-Act-methode-1024x574.webp\" class=\"attachment-large size-large wp-image-13367\" alt=\"IA Act m\u00e9thode\" srcset=\"https:\/\/www.jems-group.com\/wp-content\/uploads\/2025\/10\/IA-Act-methode-1024x574.webp 1024w, https:\/\/www.jems-group.com\/wp-content\/uploads\/2025\/10\/IA-Act-methode-300x168.webp 300w, https:\/\/www.jems-group.com\/wp-content\/uploads\/2025\/10\/IA-Act-methode-768x430.webp 768w, https:\/\/www.jems-group.com\/wp-content\/uploads\/2025\/10\/IA-Act-methode-18x10.png 18w, https:\/\/www.jems-group.com\/wp-content\/uploads\/2025\/10\/IA-Act-methode.webp 1456w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8a27494 elementor-widget elementor-widget-theme-post-title elementor-page-title elementor-widget-heading\" data-id=\"8a27494\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"theme-post-title.default\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\"><a href=\"https:\/\/www.jems-group.com\/en\/actualites\/ai-act-2026-securise-trajectoire-securite\/\">AI Act 2026 : Ce qui a chang\u00e9 depuis janvier et comment s\u00e9curiser sa trajectoire de conformit\u00e9 ?<\/a><\/h3>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7444ac3 elementor-align-right elementor-widget elementor-widget-button\" data-id=\"7444ac3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/www.jems-group.com\/en\/actualites\/ai-act-2026-securise-trajectoire-securite\/\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t<span class=\"elementor-button-icon\">\n\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-arrow-right\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M190.5 66.9l22.2-22.2c9.4-9.4 24.6-9.4 33.9 0L441 239c9.4 9.4 9.4 24.6 0 33.9L246.6 467.3c-9.4 9.4-24.6 9.4-33.9 0l-22.2-22.2c-9.5-9.5-9.3-25 .4-34.3L311.4 296H24c-13.3 0-24-10.7-24-24v-32c0-13.3 10.7-24 24-24h287.4L190.9 101.2c-9.8-9.3-10-24.8-.4-34.3z\"><\/path><\/svg>\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Lire l'article<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div data-elementor-type=\"loop-item\" data-elementor-id=\"12041\" class=\"elementor elementor-12041 e-loop-item e-loop-item-12775 post-12775 post type-post status-publish format-standard has-post-thumbnail hentry category-ia\" data-elementor-post-type=\"elementor_library\" data-custom-edit-handle=\"1\">\n\t\t\t<div class=\"elementor-element elementor-element-64cf36a e-flex e-con-boxed e-con e-parent\" data-id=\"64cf36a\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-5f4d684 elementor-widget elementor-widget-theme-post-featured-image elementor-widget-image\" data-id=\"5f4d684\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"theme-post-featured-image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"800\" height=\"419\" src=\"https:\/\/www.jems-group.com\/wp-content\/uploads\/2026\/03\/PAC-RADAR-JEMS-2026-1024x536.webp\" class=\"attachment-large size-large wp-image-12778\" alt=\"PAC RADAR JEMS 2026\" srcset=\"https:\/\/www.jems-group.com\/wp-content\/uploads\/2026\/03\/PAC-RADAR-JEMS-2026-1024x536.webp 1024w, https:\/\/www.jems-group.com\/wp-content\/uploads\/2026\/03\/PAC-RADAR-JEMS-2026-300x157.webp 300w, https:\/\/www.jems-group.com\/wp-content\/uploads\/2026\/03\/PAC-RADAR-JEMS-2026-768x402.webp 768w, https:\/\/www.jems-group.com\/wp-content\/uploads\/2026\/03\/PAC-RADAR-JEMS-2026-18x9.png 18w, https:\/\/www.jems-group.com\/wp-content\/uploads\/2026\/03\/PAC-RADAR-JEMS-2026.webp 1200w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8a27494 elementor-widget elementor-widget-theme-post-title elementor-page-title elementor-widget-heading\" data-id=\"8a27494\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"theme-post-title.default\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\"><a href=\"https:\/\/www.jems-group.com\/en\/actualites\/ia-souveraine-un-enjeu-business-reglementaire-et-strategique-pour-les-entreprises-francaises\/\">IA souveraine : un enjeu business, r\u00e9glementaire et strat\u00e9gique pour les entreprises fran\u00e7aises<\/a><\/h3>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7444ac3 elementor-align-right elementor-widget elementor-widget-button\" data-id=\"7444ac3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/www.jems-group.com\/en\/actualites\/ia-souveraine-un-enjeu-business-reglementaire-et-strategique-pour-les-entreprises-francaises\/\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t<span class=\"elementor-button-icon\">\n\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-arrow-right\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M190.5 66.9l22.2-22.2c9.4-9.4 24.6-9.4 33.9 0L441 239c9.4 9.4 9.4 24.6 0 33.9L246.6 467.3c-9.4 9.4-24.6 9.4-33.9 0l-22.2-22.2c-9.5-9.5-9.3-25 .4-34.3L311.4 296H24c-13.3 0-24-10.7-24-24v-32c0-13.3 10.7-24 24-24h287.4L190.9 101.2c-9.8-9.3-10-24.8-.4-34.3z\"><\/path><\/svg>\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Lire l'article<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div data-elementor-type=\"loop-item\" data-elementor-id=\"12041\" class=\"elementor elementor-12041 e-loop-item e-loop-item-12897 post-12897 post type-post status-publish format-standard has-post-thumbnail hentry category-rse\" data-elementor-post-type=\"elementor_library\" data-custom-edit-handle=\"1\">\n\t\t\t<div class=\"elementor-element elementor-element-64cf36a e-flex e-con-boxed e-con e-parent\" data-id=\"64cf36a\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-5f4d684 elementor-widget elementor-widget-theme-post-featured-image elementor-widget-image\" data-id=\"5f4d684\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"theme-post-featured-image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"400\" height=\"263\" src=\"https:\/\/www.jems-group.com\/wp-content\/uploads\/2026\/03\/photo-groupe-int\u00e9rieur-JEMS.webp\" class=\"attachment-large size-large wp-image-12900\" alt=\"photo groupe int\u00e9rieur JEMS\" srcset=\"https:\/\/www.jems-group.com\/wp-content\/uploads\/2026\/03\/photo-groupe-int\u00e9rieur-JEMS.webp 400w, https:\/\/www.jems-group.com\/wp-content\/uploads\/2026\/03\/photo-groupe-int\u00e9rieur-JEMS-300x197.webp 300w, https:\/\/www.jems-group.com\/wp-content\/uploads\/2026\/03\/photo-groupe-int\u00e9rieur-JEMS-18x12.webp 18w\" sizes=\"(max-width: 400px) 100vw, 400px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8a27494 elementor-widget elementor-widget-theme-post-title elementor-page-title elementor-widget-heading\" data-id=\"8a27494\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"theme-post-title.default\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\"><a href=\"https:\/\/www.jems-group.com\/en\/actualites\/index-egapro-jems-obtient-la-note-de-95-100-pour-2026\/\">Index Egapro : JEMS obtient la note de 95\/100 pour 2026<\/a><\/h3>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7444ac3 elementor-align-right elementor-widget elementor-widget-button\" data-id=\"7444ac3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/www.jems-group.com\/en\/actualites\/index-egapro-jems-obtient-la-note-de-95-100-pour-2026\/\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t<span class=\"elementor-button-icon\">\n\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-arrow-right\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M190.5 66.9l22.2-22.2c9.4-9.4 24.6-9.4 33.9 0L441 239c9.4 9.4 9.4 24.6 0 33.9L246.6 467.3c-9.4 9.4-24.6 9.4-33.9 0l-22.2-22.2c-9.5-9.5-9.3-25 .4-34.3L311.4 296H24c-13.3 0-24-10.7-24-24v-32c0-13.3 10.7-24 24-24h287.4L190.9 101.2c-9.8-9.3-10-24.8-.4-34.3z\"><\/path><\/svg>\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Lire l'article<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e5d3015 elementor-align-right elementor-widget elementor-widget-button\" data-id=\"e5d3015\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/www.jems-group.com\/en\/actualites\/\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Explorer nos actualit\u00e9s<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Why this article, frankly? It's time to get straight to the point. The promise of augmented BI, boosted by AI, is sexy on paper. But the reality on the ground can sometimes sting severely. So, if your goal is to make your Self-BI project fail miserably, make yourselves comfortable: we're rolling out the red carpet for disaster. (And for the others, those who prefer things to work, this text might just save you a few headaches.)<\/p>","protected":false},"author":4,"featured_media":13382,"comment_status":"closed","ping_status":"open","sticky":false,"template":"elementor_header_footer","format":"standard","meta":{"content-type":"","footnotes":""},"categories":[69],"tags":[],"class_list":["post-13380","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-analytics"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.5 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Comment saboter (avec brio) votre projet de Self-BI augment\u00e9e ? - JEMS<\/title>\n<meta name=\"description\" content=\"Vous voulez faire \u00e9chouer votre projet de Self-Service BI ? Suivez notre guide ironique pour transformer votre BI augment\u00e9e en cauchemar... ou lisez-le pour \u00e9viter les pi\u00e8ges classiques !\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.jems-group.com\/en\/news\/how-to-brilliantly-sabotage-your-augmented-self-bi-project\/\" \/>\n<meta property=\"og:locale\" content=\"en_GB\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Comment saboter (avec brio) votre projet de Self-BI augment\u00e9e ? - JEMS\" \/>\n<meta property=\"og:description\" content=\"Vous voulez faire \u00e9chouer votre projet de Self-Service BI ? 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