{"id":279459,"date":"2026-05-04T18:19:03","date_gmt":"2026-05-04T16:19:03","guid":{"rendered":"https:\/\/omote-advisory.com\/?page_id=279459"},"modified":"2026-05-07T14:15:45","modified_gmt":"2026-05-07T12:15:45","slug":"data-management","status":"publish","type":"page","link":"https:\/\/omote-advisory.com\/en\/data-management\/","title":{"rendered":"Data Management"},"content":{"rendered":"

[et_pb_section fb_built=\u00a0\u00bb1″ fullwidth=\u00a0\u00bbon\u00a0\u00bb _builder_version=\u00a0\u00bb4.24.2″ _module_preset=\u00a0\u00bbdefault\u00a0\u00bb global_colors_info=\u00a0\u00bb{}\u00a0\u00bb][et_pb_fullwidth_header title=\u00a0\u00bb Data Management\u00a0\u00bb text_orientation=\u00a0\u00bbright\u00a0\u00bb _builder_version=\u00a0\u00bb4.27.6″ _module_preset=\u00a0\u00bbdefault\u00a0\u00bb title_font=\u00a0\u00bbLora|600|||||||\u00a0\u00bb title_font_size=\u00a0\u00bb48px\u00a0\u00bb content_font=\u00a0\u00bbLora||||||||\u00a0\u00bb subhead_font=\u00a0\u00bbLora||||||||\u00a0\u00bb background_enable_color=\u00a0\u00bboff\u00a0\u00bb use_background_color_gradient=\u00a0\u00bbon\u00a0\u00bb background_color_gradient_stops=\u00a0\u00bbrgba(0,0,0,0.5) 0%|rgba(0,0,0,0.5) 100%\u00a0\u00bb background_image=\u00a0\u00bbhttps:\/\/omote-advisory.com\/wp-content\/uploads\/2019\/01\/header-data-management-omote-advisory-large.webp\u00a0\u00bb custom_margin=\u00a0\u00bb||||false|false\u00a0\u00bb custom_padding=\u00a0\u00bb233px||||false|false\u00a0\u00bb global_colors_info=\u00a0\u00bb{}\u00a0\u00bb][\/et_pb_fullwidth_header][\/et_pb_section][et_pb_section fb_built=\u00a0\u00bb1″ _builder_version=\u00a0\u00bb4.25.1″ _module_preset=\u00a0\u00bbdefault\u00a0\u00bb background_enable_color=\u00a0\u00bboff\u00a0\u00bb custom_margin=\u00a0\u00bb||||false|false\u00a0\u00bb custom_padding=\u00a0\u00bb||||false|false\u00a0\u00bb global_colors_info=\u00a0\u00bb{}\u00a0\u00bb][et_pb_row column_structure=\u00a0\u00bb1_2,1_2″ _builder_version=\u00a0\u00bb4.25.1″ _module_preset=\u00a0\u00bbdefault\u00a0\u00bb max_width=\u00a0\u00bb100%\u00a0\u00bb custom_margin=\u00a0\u00bb50px||||false|false\u00a0\u00bb custom_padding=\u00a0\u00bb||||false|false\u00a0\u00bb global_colors_info=\u00a0\u00bb{}\u00a0\u00bb][et_pb_column type=\u00a0\u00bb1_2″ _builder_version=\u00a0\u00bb4.25.1″ _module_preset=\u00a0\u00bbdefault\u00a0\u00bb custom_padding=\u00a0\u00bb0px||||false|false\u00a0\u00bb global_colors_info=\u00a0\u00bb{}\u00a0\u00bb][et_pb_text _builder_version=\u00a0\u00bb4.27.6″ _module_preset=\u00a0\u00bbc1520e8b-a0b6-41bf-a3ce-3e13972275ab\u00a0\u00bb text_font=\u00a0\u00bbLora||||||||\u00a0\u00bb text_text_color=\u00a0\u00bb#001F31″ header_font=\u00a0\u00bbLora|600|||||||\u00a0\u00bb header_2_font=\u00a0\u00bbLora|600|||||||\u00a0\u00bb header_2_font_size=\u00a0\u00bb26px\u00a0\u00bb custom_margin=\u00a0\u00bb0px||0px||false|false\u00a0\u00bb custom_padding=\u00a0\u00bb0px|100px|||false|false\u00a0\u00bb global_colors_info=\u00a0\u00bb{}\u00a0\u00bb]<\/p>\n

L’enjeu<\/span><\/h2>\n

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La donn\u00e9e risque est devenue le facteur limitant des fonctions Finance et Risque. Pas parce qu’elle manque \u2014 il y en a g\u00e9n\u00e9ralement trop \u2014, mais parce qu’elle est\u00a0fragment\u00e9e, mal document\u00e9e, et difficilement r\u00e9conciliable<\/b>\u00a0avec les exigences du r\u00e9gulateur.<\/span><\/p>\n

Les principes BCBS 239 \u2014 adopt\u00e9s depuis 2013 mais r\u00e9ellement appliqu\u00e9s depuis tr\u00e8s peu \u2014 ont pos\u00e9 un cadre exigeant : la donn\u00e9e risque doit \u00eatre compl\u00e8te, exacte, int\u00e8gre, tra\u00e7able, opportune, accessible, et auditable. Pour la plupart des institutions, atteindre ces crit\u00e8res n’est plus une option : c’est devenu une condition d’agr\u00e9ment, un sujet de mission de l’ACPR, et plus largement le socle sans lequel aucun dispositif risque s\u00e9rieux ne peut tenir.<\/span><\/p>\n

OMOTE Advisory accompagne les institutions financi\u00e8res sur la gouvernance, l’organisation, et la qualit\u00e9 de leur donn\u00e9e risque.<\/span><\/p>\n

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Notre approche<\/span><\/h2>\n

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Le data management n’est pas une expertise IT chez OMOTE. C’est une expertise\u00a0risque appliqu\u00e9e \u00e0 la donn\u00e9e<\/b>\u00a0\u2014 ce qui change tout.<\/span><\/p>\n

Nous abordons les sujets de gestion de la donn\u00e9e avec la m\u00eame grille que celle qui structure le reste de notre conseil : l’enjeu n’est pas de mettre en place une plateforme, mais de b\u00e2tir un dispositif qui produise de la donn\u00e9e fiable, tra\u00e7able, et d\u00e9fendable devant un superviseur. Le sujet est moins technologique qu’organisationnel et m\u00e9thodologique \u2014 et c’est pour cela qu’il \u00e9chappe souvent aux approches purement IT.<\/span><\/p>\n

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BCBS 239 et conformit\u00e9 r\u00e9glementaire<\/strong><\/p>\n

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Diagnostic d’\u00e9cart, plan de rem\u00e9diation, mise en place d’un dispositif de gouvernance, documentation des principes appliqu\u00e9s, pr\u00e9paration \u00e0 l’audit ACPR. Articulation avec les exigences de protection des donn\u00e9es \u2014 RGPD, gestion des acc\u00e8s, classification, confidentialit\u00e9 de la donn\u00e9e client et de la donn\u00e9e risque.<\/p>\n

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Cycle de vie de la donn\u00e9e risque<\/strong><\/div>\n

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Collecte, pr\u00e9paration, transformation, stockage, tra\u00e7abilit\u00e9 (data lineage), archivage. Chaque \u00e9tape pens\u00e9e pour l’auditabilit\u00e9.<\/span><\/p>\n

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Qualit\u00e9 de la donn\u00e9e<\/strong><\/div>\n

[\/et_pb_blurb][et_pb_text _builder_version=\u00a0\u00bb4.27.6″ _module_preset=\u00a0\u00bbdefault\u00a0\u00bb text_font=\u00a0\u00bbLora||||||||\u00a0\u00bb hover_enabled=\u00a0\u00bb0″ locked=\u00a0\u00bboff\u00a0\u00bb global_colors_info=\u00a0\u00bb{}\u00a0\u00bb sticky_enabled=\u00a0\u00bb0″]<\/p>\n

R\u00e8gles de contr\u00f4le, indicateurs, dispositifs de monitoring, processus de rem\u00e9diation des incidents, articulation avec la fonction risque op\u00e9rationnelle.<\/span><\/p>\n

[\/et_pb_text][et_pb_divider color=\u00a0\u00bb#001F3F\u00a0\u00bb divider_position=\u00a0\u00bbcenter\u00a0\u00bb _builder_version=\u00a0\u00bb4.25.1″ _module_preset=\u00a0\u00bbdefault\u00a0\u00bb width=\u00a0\u00bb82%\u00a0\u00bb module_alignment=\u00a0\u00bbcenter\u00a0\u00bb custom_margin=\u00a0\u00bb0px||0px||true|false\u00a0\u00bb custom_padding=\u00a0\u00bb||||false|false\u00a0\u00bb animation_style=\u00a0\u00bbfade\u00a0\u00bb animation_speed_curve=\u00a0\u00bbease-out\u00a0\u00bb global_colors_info=\u00a0\u00bb{}\u00a0\u00bb][\/et_pb_divider][et_pb_blurb use_icon=\u00a0\u00bbon\u00a0\u00bb font_icon=\u00a0\u00bb$||divi||400″ icon_color=\u00a0\u00bb#001F3F\u00a0\u00bb image_icon_background_color=\u00a0\u00bb#FDFEFE\u00a0\u00bb icon_placement=\u00a0\u00bbleft\u00a0\u00bb image_icon_width=\u00a0\u00bb100%\u00a0\u00bb _builder_version=\u00a0\u00bb4.27.6″ _module_preset=\u00a0\u00bb4e5652b2-bcf0-4c17-96c6-97d6b583ec50″ header_font=\u00a0\u00bb|600|||||||\u00a0\u00bb header_text_align=\u00a0\u00bbleft\u00a0\u00bb header_text_color=\u00a0\u00bb#001F3F\u00a0\u00bb body_font=\u00a0\u00bbLora||||||||\u00a0\u00bb body_text_align=\u00a0\u00bbleft\u00a0\u00bb body_text_color=\u00a0\u00bb#001F3F\u00a0\u00bb body_font_size=\u00a0\u00bb20px\u00a0\u00bb background_enable_color=\u00a0\u00bboff\u00a0\u00bb image_icon_custom_margin=\u00a0\u00bb||||false|true\u00a0\u00bb image_icon_custom_padding=\u00a0\u00bb5px|5px|5px|5px|true|true\u00a0\u00bb custom_margin=\u00a0\u00bb0px||0px||true|false\u00a0\u00bb custom_padding=\u00a0\u00bb0%||0%||false|false\u00a0\u00bb animation_style=\u00a0\u00bbfade\u00a0\u00bb animation_speed_curve=\u00a0\u00bbease-in\u00a0\u00bb border_radii_image=\u00a0\u00bbon|100%|100%|100%|100%\u00a0\u00bb border_color_all_image=\u00a0\u00bbRGBA(255,255,255,0)\u00a0\u00bb global_colors_info=\u00a0\u00bb{}\u00a0\u00bb]<\/p>\n

Architecture data risk<\/strong><\/div>\n

[\/et_pb_blurb][et_pb_text _builder_version=\u00a0\u00bb4.27.6″ _module_preset=\u00a0\u00bbdefault\u00a0\u00bb text_font=\u00a0\u00bbLora||||||||\u00a0\u00bb locked=\u00a0\u00bboff\u00a0\u00bb global_colors_info=\u00a0\u00bb{}\u00a0\u00bb]<\/p>\n

Mod\u00e9lisation de la donn\u00e9e, gestion des r\u00e9f\u00e9rentiels (clients, instruments, courbes, hi\u00e9rarchies). Int\u00e9gration avec les syst\u00e8mes amont (core banking, tr\u00e9sorerie, salle de march\u00e9) et aval (calculs r\u00e9glementaires, reporting, validation mod\u00e8le, dashboards et restitutions interactives). Articulation avec la fonction mod\u00e8le. Industrialisation des cha\u00eenes de calcul et mise en production des mod\u00e8les risque (MLOps).<\/p>\n

[\/et_pb_text][et_pb_divider color=\u00a0\u00bb#001F3F\u00a0\u00bb divider_position=\u00a0\u00bbcenter\u00a0\u00bb _builder_version=\u00a0\u00bb4.25.1″ _module_preset=\u00a0\u00bbdefault\u00a0\u00bb width=\u00a0\u00bb82%\u00a0\u00bb module_alignment=\u00a0\u00bbcenter\u00a0\u00bb custom_margin=\u00a0\u00bb0px||0px||true|false\u00a0\u00bb custom_padding=\u00a0\u00bb||||false|false\u00a0\u00bb animation_style=\u00a0\u00bbfade\u00a0\u00bb animation_speed_curve=\u00a0\u00bbease-out\u00a0\u00bb global_colors_info=\u00a0\u00bb{}\u00a0\u00bb][\/et_pb_divider][et_pb_blurb use_icon=\u00a0\u00bbon\u00a0\u00bb font_icon=\u00a0\u00bb$||divi||400″ icon_color=\u00a0\u00bb#001F3F\u00a0\u00bb image_icon_background_color=\u00a0\u00bb#FDFEFE\u00a0\u00bb icon_placement=\u00a0\u00bbleft\u00a0\u00bb image_icon_width=\u00a0\u00bb100%\u00a0\u00bb _builder_version=\u00a0\u00bb4.27.6″ _module_preset=\u00a0\u00bb2a091536-9291-4618-a437-983972988076″ header_font=\u00a0\u00bb|600|||||||\u00a0\u00bb header_text_align=\u00a0\u00bbleft\u00a0\u00bb header_text_color=\u00a0\u00bb#001F3F\u00a0\u00bb body_font=\u00a0\u00bbLora||||||||\u00a0\u00bb body_text_align=\u00a0\u00bbleft\u00a0\u00bb body_text_color=\u00a0\u00bb#001F3F\u00a0\u00bb body_font_size=\u00a0\u00bb20px\u00a0\u00bb background_enable_color=\u00a0\u00bboff\u00a0\u00bb image_icon_custom_margin=\u00a0\u00bb||||false|true\u00a0\u00bb image_icon_custom_padding=\u00a0\u00bb5px|5px|5px|5px|true|true\u00a0\u00bb custom_margin=\u00a0\u00bb0px||0px||true|false\u00a0\u00bb custom_padding=\u00a0\u00bb0%||0%||false|false\u00a0\u00bb animation_style=\u00a0\u00bbfade\u00a0\u00bb animation_speed_curve=\u00a0\u00bbease-in\u00a0\u00bb border_radii_image=\u00a0\u00bbon|100%|100%|100%|100%\u00a0\u00bb border_color_all_image=\u00a0\u00bbRGBA(255,255,255,0)\u00a0\u00bb global_colors_info=\u00a0\u00bb{}\u00a0\u00bb]<\/p>\n

RIALTO KERNEL et la donn\u00e9e risque<\/strong><\/p>\n

[\/et_pb_blurb][et_pb_text _builder_version=\u00a0\u00bb4.27.6″ _module_preset=\u00a0\u00bbdefault\u00a0\u00bb text_font=\u00a0\u00bbLora||||||||\u00a0\u00bb hover_enabled=\u00a0\u00bb0″ locked=\u00a0\u00bboff\u00a0\u00bb global_colors_info=\u00a0\u00bb{}\u00a0\u00bb sticky_enabled=\u00a0\u00bb0″]<\/p>\n

L’architecture de\u00a0<\/span>RIALTO KERNEL<\/b>\u00a0incarne directement les principes BCBS 239. Chaque calcul de la plateforme est tra\u00e7able au niveau de la ligne, recalculable \u00e0 toute date d’arr\u00eat\u00e9, et int\u00e9gralement auditable. Pour les institutions qui veulent d\u00e9passer les d\u00e9ficits structurels de leur dispositif data risk, RIALTO offre une voie d’industrialisation coh\u00e9rente avec les exigences prudentielles modernes.<\/span><\/p>\n

[\/et_pb_text][\/et_pb_column][\/et_pb_row][\/et_pb_section]<\/p>\n","protected":false},"excerpt":{"rendered":"

L’enjeu La donn\u00e9e risque est devenue le facteur limitant des fonctions Finance et Risque. Pas parce qu’elle manque \u2014 il y en a g\u00e9n\u00e9ralement trop \u2014, mais parce qu’elle est\u00a0fragment\u00e9e, mal document\u00e9e, et difficilement r\u00e9conciliable\u00a0avec les exigences du r\u00e9gulateur. Les principes BCBS 239 \u2014 adopt\u00e9s depuis 2013 mais r\u00e9ellement appliqu\u00e9s depuis tr\u00e8s peu \u2014 ont […]<\/p>\n","protected":false},"author":6,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_et_pb_use_builder":"on","_et_pb_old_content":"","_et_gb_content_width":"","content-type":"","inline_featured_image":false,"footnotes":""},"class_list":["post-279459","page","type-page","status-publish","hentry"],"yoast_head":"\nData Management - OMOTE ADVISORY<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/omote-advisory.com\/en\/data-management\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Data Management - OMOTE ADVISORY\" \/>\n<meta property=\"og:description\" content=\"OMOTE Advisory est un cabinet de conseil expert, sp\u00e9cialis\u00e9 en ALM et en gestion des risques financiers. 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