{"id":527577,"date":"2024-09-30T12:16:26","date_gmt":"2024-09-30T12:16:26","guid":{"rendered":"https:\/\/www.capgemini.com\/co-es\/?page_id=527577&#038;preview_id=527577"},"modified":"2026-01-09T06:52:15","modified_gmt":"2026-01-09T06:52:15","slug":"deteccion-de-anomalias-basada-en-aprendizaje-automatico-para-directores-financieros","status":"publish","type":"page","link":"https:\/\/www.capgemini.com\/co-es\/solutions\/deteccion-de-anomalias-basada-en-aprendizaje-automatico-para-directores-financieros\/","title":{"rendered":"Detecci\u00f3n de anomal\u00edas basada en aprendizaje autom\u00e1tico para directores financieros"},"content":{"rendered":"\n<header class=\"wp-block-cg-blocks-hero-reusable header heroReusable  \"><div class=\"header-bgs\"><picture><source srcset=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2024\/07\/Machine-based-anomaly_2880x1800_-Banner_2-1.jpg?w=2880&amp;quality=70 1x, https:\/\/www.capgemini.com\/wp-content\/uploads\/2024\/07\/Machine-based-anomaly_2880x1800_-Banner_2-1.jpg?w=2880&amp;quality=70 2x\" media=\"(min-width: 1500px)\"\/><source srcset=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2024\/07\/Machine-based-anomaly_2880x1800_-Banner_2-1.jpg?w=1440&amp;quality=70 1x, https:\/\/www.capgemini.com\/wp-content\/uploads\/2024\/07\/Machine-based-anomaly_2880x1800_-Banner_2-1.jpg?w=2880&amp;quality=70 2x\" media=\"(min-width: 992px)\"\/><source srcset=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2024\/07\/Machine-based-anomaly_2880x1800_-Banner_2-1.jpg?w=1024&amp;quality=70 1x, https:\/\/www.capgemini.com\/wp-content\/uploads\/2024\/07\/Machine-based-anomaly_2880x1800_-Banner_2-1.jpg?w=1024&amp;quality=70 2x\" media=\"(min-width: 768px)\"\/><source srcset=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2024\/07\/Machine-based-anomaly_2880x1800_-Banner_2-1.jpg?w=768&amp;quality=70 1x, https:\/\/www.capgemini.com\/wp-content\/uploads\/2024\/07\/Machine-based-anomaly_2880x1800_-Banner_2-1.jpg?w=768&amp;quality=70 2x\" media=\"(min-width: 0)\"\/><img decoding=\"async\" src=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2024\/07\/Machine-based-anomaly_2880x1800_-Banner_2-1.jpg\" class=\"header-img header-img-d\" alt=\"\" style=\"object-fit:cover;object-position:48% 23%\" loading=\"eager\"\/><\/picture><\/div><div class=\"heroPictureCardHeaderShape\"><\/div><div class=\"container\"><div class=\"row\"><div class=\"col-md-12\"><div class=\"box\"><div class=\"boxTagWrapper\"><div class=\"tagInfo\"><div><span class=\"box-tag\">Solution<\/span><\/div><\/div><\/div><div class=\"box-title\"><h1 data-maxlength=\"34\">Detecci\u00f3n de anomal\u00edas basada en aprendizaje autom\u00e1tico para directores financieros<\/h1><\/div><div class=\"inner-row-insight download-btn\"><div class=\"col-md-4 downloadFiles addPadding\"><a class=\"button-download--small\" type=\"download\" href=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2024\/07\/Capgemini_machine_learning_based_anomaly_detection_for_chief_financial_-2.pdf\" target=\"_blank\" rel=\"noopener noreferrer\" title=\"abrir en una nueva ventana\"><span>Download pdf<\/span><span class=\"type\">2 MB  pdf<\/span><\/a><\/div><\/div><\/div><\/div><\/div><\/div><\/header>\n\n\n\n<section class=\"wp-block-cg-blocks-group undefined section section--article-content\"><div class=\"article-main-content\"><div class=\"container\"><div class=\"row\"><div class=\"col-12 col-md-1\"><nav class=\"article-social\"><ul class=\"social-nav\"><li class=\"ip-order-fb\"><a href=\"https:\/\/www.facebook.com\/sharer\/sharer.php?u=https:\/\/www.capgemini.com\/solutions\/hr-data-analytics\/\" target=\"_blank\" rel=\"noopener noreferrer\" title=\"abrir en una nueva ventana\"><i aria-hidden=\"true\" class=\"icon-fb\"><\/i><span class=\"sr-only\">Facebook<\/span><\/a><\/li><li class=\"ip-order-tw\"><a href=\"https:\/\/twitter.com\/intent\/tweet?url=https:\/\/www.capgemini.com\/solutions\/hr-data-analytics\/&amp;text=HR%20data%20analytics\" target=\"_blank\" rel=\"noopener noreferrer\" title=\"abrir en una nueva ventana\"><i aria-hidden=\"true\" class=\"icon-tw\"><\/i><span class=\"sr-only\">Twitter<\/span><\/a><\/li><li class=\"ip-order-li\"><a href=\"https:\/\/www.linkedin.com\/shareArticle?url=https:\/\/www.capgemini.com\/solutions\/hr-data-analytics\/&amp;text=HR%20data%20analytics\" target=\"_blank\" rel=\"noopener noreferrer\" title=\"abrir en una nueva ventana\"><i aria-hidden=\"true\" class=\"icon-li\"><\/i><span class=\"sr-only\">Linkedin<\/span><\/a><\/li><\/ul><\/nav><\/div><div class=\"col-12 col-md-11 col-lg-10\"><div class=\"article-text article-quote-text\">\n<h3 class=\"wp-block-heading\" id=\"h-el-amanecer-de-la-nueva-era-del-director-financiero-ya-esta-aqui-y-es-ahora\">El amanecer de la nueva era del Director Financiero. Ya est\u00e1 aqu\u00ed, y es ahora.<\/h3>\n\n\n\n<figure class=\"wp-block-image alignright size-full is-resized\"><img decoding=\"async\" src=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2024\/07\/Anomaly-Detection-Paper-Cover.jpg\" alt=\"\" class=\"wp-image-1043782\" style=\"width:250px\"\/><\/figure>\n\n\n\n<p>Los sistemas tradicionales de detecci\u00f3n de anomal\u00edas basados en reglas, que en su d\u00eda fueron la norma, est\u00e1n dando cada vez menos resultados, ya que tienen dificultades para seguir el ritmo de las complejidades y las enormes cantidades de datos de las organizaciones de servicios financieros. A menudo, esto da lugar a errores e incoherencias que provocan declaraciones financieras err\u00f3neas, sanciones y graves da\u00f1os a la reputaci\u00f3n.<\/p>\n\n\n\n<p>&nbsp;<\/p>\n\n\n\n<p>La complejidad y el volumen crecientes de los datos financieros han aumentado significativamente la necesidad de que los directores financieros inviertan en tecnolog\u00edas de aprendizaje autom\u00e1tico. Estas tecnolog\u00edas avanzadas son cruciales para abordar eficazmente las anomal\u00edas en los datos y garantizar la estabilidad financiera.&nbsp;<\/p>\n\n\n\n<p>Tres conclusiones clave:&nbsp;&nbsp;<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>El 50%<\/strong> de las organizaciones utilizar\u00e1 la IA para sustituir los enfoques de previsi\u00f3n ascendentes y lentos de aqu\u00ed a 2028.<\/li>\n\n\n\n<li><strong>El 80%<\/strong> de los directores financieros prev\u00e9n un aumento de la inversi\u00f3n en IA en los pr\u00f3ximos dos a\u00f1os<\/li>\n\n\n\n<li><strong>M\u00e1s de 900<\/strong> directores financieros confirman que gestionar e informar sobre los datos de sostenibilidad es ahora una parte fundamental de sus responsabilidades.<\/li>\n<\/ol>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p>Nuestra \u00faltima e innovadora soluci\u00f3n de detecci\u00f3n de anomal\u00edas basada en aprendizaje autom\u00e1tico, desarrollada en colaboraci\u00f3n con AWS, ofrece a los directores financieros las siguientes ventajas:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Aumenta la flexibilidad: Se adapta a reglas y variaciones empresariales complejas con mayor eficacia que los sistemas tradicionales.<\/li>\n\n\n\n<li>Ahorra tiempo: Permite a los sistemas ML aprender de los datos, reduciendo la dependencia de modelos r\u00edgidos basados en reglas y ahorrando tiempo a los expertos.<\/li>\n\n\n\n<li>Minimiza la intervenci\u00f3n: Requiere ajustes manuales m\u00ednimos, lo que reduce el tiempo de inactividad del sistema en comparaci\u00f3n con las soluciones basadas en reglas.<\/li>\n\n\n\n<li>Mejora la precisi\u00f3n: Reduce los falsos positivos y negativos, agilizando las operaciones y reduciendo los costes asociados.<\/li>\n\n\n\n<li>Mejora la interacci\u00f3n con el usuario: Utiliza IA generativa para una interacci\u00f3n intuitiva y en lenguaje natural, mejorando la experiencia del usuario y la accesibilidad.<\/li>\n<\/ul>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p>Al implantar nuestra soluci\u00f3n, los directores financieros pueden equipar a su organizaci\u00f3n para hacer frente a los retos actuales y prepararse para las complejidades del ma\u00f1ana.&nbsp;&nbsp;<\/p>\n\n\n\n<div style=\"height:30px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button is-style-outline is-style-outline--1\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/go.capgeminigroup.com\/machine-learning-based-anomaly-detection-for-chief-financial-officers\" target=\"_blank\" rel=\"noreferrer noopener\">Descargar ahora<\/a><\/div>\n<\/div>\n\n\n\n<div style=\"height:25px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<div class=\"wp-block-cg-blocks-autocloud-form undefined 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https:\/\/www.capgemini.com\/wp-content\/uploads\/2023\/06\/Financial-Services_Cloud.jpg?w=800&amp;quality=90 2x\"\n\t\t\t\t\t\t\t\t\t\t\t\t\t\tmedia=\"(min-width: 0)\" \/>\n\n\n\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" class=\"box-img\"\n\t\t\t\t\t\t\t\t\t\t\t\t\t\tsrc=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2023\/06\/Financial-Services_Cloud.jpg\"\n\t\t\t\t\t\t\t\t\t\t\t\t\t\tstyle=\"\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\" alt=\"\" \/>\n\n\t\t\t\t\t\t\t\t\t\t\t\t<\/picture>\n\t\t\t\t\t\t\t\t\t\t\t\t<!-- <img decoding=\"async\" class=\"box-img\" src=\"\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\"\n\t\t\t\t\t\t\t\t\t\t\tstyle=\"\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\" alt=\"\"\n\t\t\t\t\t\t\t\t\t\t\/> -->\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<div class=\"\">\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<div class=\"slide-reveal\"><\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\n\t\t\t\t<\/div>\n\n\t\t\t\t\n\t\t\t<\/div>\n\n\t\t<\/section>\n\n\t\t\n\n<section class=\"latest-insights layout-even layout-even-all-purple-cards \"><div class=\"container\"><div class=\"insight-title\"><h2 class=\"latest-insight-title\">\u00daltimas noticias<\/h2><\/div><div class=\"layout-two-card cards-normal\">\n                                <div class=\"row align-items-center\"><div class=\"card-image-wrapper\">\n                                <div class=\"card-image\" data-image-url=\"https:\/\/www.capgemini.com\/co-es\/insights\/biblioteca-de-investigacion\/ia-generativa-en-las-organizaciones\/\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<picture>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<source srcset=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2023\/07\/DotCom_Banner_2880X1800.jpg?w=800&#038;quality=70 1x, https:\/\/www.capgemini.com\/wp-content\/uploads\/2023\/07\/DotCom_Banner_2880X1800.jpg?w=800&#038;quality=70 2x\"\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\tmedia=\"(min-width: 1500px)\"\/>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<source srcset=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2023\/07\/DotCom_Banner_2880X1800.jpg?w=800&#038;quality=70 1x, https:\/\/www.capgemini.com\/wp-content\/uploads\/2023\/07\/DotCom_Banner_2880X1800.jpg?w=800&#038;quality=70 2x\"\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\tmedia=\"(min-width: 992px)\"\/>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<source srcset=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2023\/07\/DotCom_Banner_2880X1800.jpg?w=800&#038;quality=70 1x, https:\/\/www.capgemini.com\/wp-content\/uploads\/2023\/07\/DotCom_Banner_2880X1800.jpg?w=800&#038;quality=70 2x\"\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\tmedia=\"(min-width: 768px)\"\/>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<source srcset=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2023\/07\/DotCom_Banner_2880X1800.jpg?w=350&#038;quality=70 1x, https:\/\/www.capgemini.com\/wp-content\/uploads\/2023\/07\/DotCom_Banner_2880X1800.jpg?w=700&#038;quality=70 2x\"\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\tmedia=\"(min-width: 0)\"\/>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2023\/07\/DotCom_Banner_2880X1800.jpg\" alt=\"\" style=\"object-position: 50% 50%; object-fit: cover;\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/picture>\n                                <\/div>\n                            <\/div><div class=\"col-12 col-lg-4 d-md-none d-lg-block\"><\/div><div class=\"col-12 col-md-6 col-lg-4\">\n                           <a href=\"https:\/\/www.capgemini.com\/co-es\/insights\/biblioteca-de-investigacion\/ia-generativa-en-las-organizaciones\/\" aria-label=\"IA generativa en las organizaciones\" class=\"card-link-holder\">\n                            <div class=\"insight-card insight-card-center\">\n                                <div class=\"card-tag\">Report<\/div>\n                                <h3 class=\"card-title\">IA generativa en las organizaciones<\/h3>\n                                <div class=\"insight-card-footer\">\n                                    <img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/www.capgemini.com\/co-es\/wp-content\/themes\/capgemini2025\/assets\/images\/capgemini-research-institute.svg\" alt=\"capgemini-research-institute\" class=\"light\">\n\t\t\t\t\t\t\t\t\t<img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/www.capgemini.com\/co-es\/wp-content\/themes\/capgemini2025\/assets\/images\/capgemini-research-institute-white.svg\" alt=\"capgemini-research-institute\" class=\"dark\">\n                                <\/div>\n                            <\/div>\n                            <\/a>\n                        <\/div>\n                    <div class=\"col-12 col-md-6 col-lg-4\">\n                            <a href=\"https:\/\/www.capgemini.com\/co-es\/insights\/biblioteca-de-investigacion\/quiere-obtener-el-maximo-valor-de-finops-en-la-nube\/\" aria-label=\"\u00bfQuiere obtener el m\u00e1ximo valor de FinOps en la nube?\" class=\"card-link-holder\">\n                            <div class=\"insight-card insight-card-start\">\n                                <div class=\"card-tag\">Point of view<\/div>\n                                <h3 class=\"card-title\">\u00bfQuiere obtener el m\u00e1ximo valor de FinOps en la nube?<\/h3>\n                                <div class=\"insight-card-footer\">\n                                    <img decoding=\"async\" loading=\"lazy\" src=\"\" alt=\"\" class=\"light\">\n                                    <img decoding=\"async\" loading=\"lazy\" src=\"\" alt=\"\" class=\"dark\">\n                                <\/div>\n                            <\/div>\n                            <\/a>\n                        <\/div>\n                    <\/div>\n                    <\/div><\/div><\/section>","protected":false},"excerpt":{"rendered":"","protected":false},"author":440,"featured_media":527581,"parent":5720,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"cg_dt_proposed_to":[],"cg_seo_hreflang_relations":"[]","cg_seo_canonical_relation":"","cg_seo_hreflang_x_default_relation":"{\"uuid\":\"8958ebb1-0d51-4fcc-8c09-02f7bc42c22b\",\"blogId\":\"\",\"domain\":\"\",\"sitePath\":\"\",\"postLink\":\"\",\"postId\":null,\"isSaved\":true,\"isCrossLink\":false,\"hasCrossLink\":false}","cg_dt_approved_content":true,"cg_dt_mandatory_content":false,"cg_dt_notes":"","cg_dg_source_changed":true,"cg_dt_link_disabled":false,"_yoast_wpseo_primary_brand":"","footnotes":"","featured_focal_points":"","partner_card_description":"","gsap_animation":0},"brand":[],"partner_type":[],"service":[],"industry":[],"partners":[],"page-type":[167],"content-group":[],"class_list":["post-527577","page","type-page","status-publish","has-post-thumbnail","hentry","page-type-solutions"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v22.8 (Yoast SEO v22.8) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Detecci\u00f3n de anomal\u00edas basada en aprendizaje autom\u00e1tico para directores financieros | Capgemini<\/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:\/\/www.capgemini.com\/co-es\/solutions\/deteccion-de-anomalias-basada-en-aprendizaje-automatico-para-directores-financieros\/\" \/>\n<meta property=\"og:locale\" content=\"es_MX\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Detecci\u00f3n de anomal\u00edas basada en aprendizaje autom\u00e1tico para directores financieros\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.capgemini.com\/co-es\/solutions\/deteccion-de-anomalias-basada-en-aprendizaje-automatico-para-directores-financieros\/\" \/>\n<meta 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