{"id":785,"date":"2024-07-09T11:25:04","date_gmt":"2024-07-09T11:25:04","guid":{"rendered":"https:\/\/www.provenir.com\/spanish\/?p=785"},"modified":"2026-03-23T17:05:42","modified_gmt":"2026-03-23T17:05:42","slug":"operacionalizando-modelos-de-risco","status":"publish","type":"post","link":"https:\/\/www.provenir.com\/es\/operacionalizando-modelos-de-risco\/","title":{"rendered":"Operacionalizando Modelos de Risco"},"content":{"rendered":"\r\n<!-- {\"type\":\"layout\",\"children\":[{\"type\":\"section\",\"props\":{\"animation\":\"slide-bottom-small\",\"header_transparent\":true,\"header_transparent_noplaceholder\":true,\"header_transparent_text_color\":\"light\",\"image_position\":\"bottom-center\",\"image_size\":\"cover\",\"media_background\":\"#120226\",\"padding\":\"xlarge\",\"padding_remove_bottom\":true,\"padding_remove_top\":false,\"style\":\"default\",\"title_breakpoint\":\"xl\",\"title_position\":\"top-left\",\"title_rotation\":\"left\",\"vertical_align\":\"\",\"width\":\"default\"},\"children\":[{\"type\":\"row\",\"children\":[{\"type\":\"column\",\"props\":{\"image_position\":\"center-center\",\"position_sticky_breakpoint\":\"m\"},\"children\":[{\"type\":\"headline\",\"props\":{\"class\":\"uk-text-uppercase\",\"content\":\"blog\",\"margin\":\"medium\",\"margin_remove_bottom\":true,\"margin_remove_top\":false,\"text_align\":\"center\",\"title_color\":\"warning\",\"title_element\":\"div\",\"title_style\":\"h2\"}},{\"type\":\"headline\",\"props\":{\"content\":\"Operacionalizando Modelos de Risco\",\"margin\":\"medium\",\"margin_remove_bottom\":false,\"margin_remove_top\":true,\"text_align\":\"center\",\"title_element\":\"h1\",\"title_style\":\"heading-small\"}},{\"type\":\"grid\",\"props\":{\"content_column_breakpoint\":\"m\",\"filter_align\":\"left\",\"filter_all\":true,\"filter_grid_breakpoint\":\"m\",\"filter_grid_width\":\"auto\",\"filter_position\":\"top\",\"filter_style\":\"tab\",\"grid_column_align\":true,\"grid_column_gap\":\"small\",\"grid_default\":\"1\",\"grid_divider\":true,\"grid_medium\":\"\",\"grid_row_align\":true,\"grid_row_gap\":\"small\",\"grid_small\":\"auto\",\"icon_width\":80,\"image_align\":\"left\",\"image_border\":\"circle\",\"image_grid_breakpoint\":\"m\",\"image_grid_width\":\"auto\",\"image_height\":\"60\",\"image_svg_color\":\"emphasis\",\"image_vertical_align\":true,\"image_width\":\"60\",\"item_animation\":true,\"lightbox_bg_close\":true,\"link_style\":\"default\",\"link_text\":\"Read more\",\"margin\":\"medium\",\"margin_remove_bottom\":true,\"meta_align\":\"below-title\",\"meta_element\":\"div\",\"meta_style\":\"text-meta\",\"show_content\":true,\"show_hover_image\":true,\"show_hover_video\":true,\"show_image\":true,\"show_link\":true,\"show_meta\":true,\"show_title\":true,\"show_video\":true,\"text_align\":\"left\",\"title_align\":\"top\",\"title_element\":\"div\",\"title_grid_breakpoint\":\"m\",\"title_grid_width\":\"1-2\",\"title_hover_style\":\"reset\"},\"children\":[{\"type\":\"grid_item\",\"source\":{\"query\":{\"name\":\"posts.singlePost\"},\"props\":{\"content\":{\"filters\":{\"search\":\"\"},\"name\":\"author.name\"},\"image\":{\"filters\":{\"search\":\"\"},\"arguments\":{\"size\":\"96\"},\"name\":\"author.avatar\"}}}},{\"type\":\"grid_item\",\"source\":{\"query\":{\"name\":\"posts.singlePost\"},\"props\":{\"_condition\":{\"filters\":{\"condition\":\"!!\"},\"name\":\"date\"},\"content\":{\"filters\":{\"search\":\"\",\"date\":\"\"},\"name\":\"date\"}}}}],\"name\":\"Author | Date (auto populated)\",\"source\":{\"query\":{\"name\":\"posts.singlePost\"},\"props\":{\"_condition\":{\"filters\":{\"condition\":\"!!\"},\"name\":\"author.name\"}}}}]}]}],\"name\":\"hero section\"},{\"type\":\"section\",\"props\":{\"image_position\":\"center-center\",\"padding_remove_bottom\":false,\"style\":\"secondary\",\"title_breakpoint\":\"xl\",\"title_position\":\"top-left\",\"title_rotation\":\"left\",\"vertical_align\":\"\",\"width\":\"default\"},\"children\":[{\"type\":\"row\",\"props\":{\"margin\":\"default\",\"margin_remove_top\":false},\"children\":[{\"type\":\"column\",\"props\":{\"image_position\":\"center-center\",\"position_sticky_breakpoint\":\"m\"},\"children\":[{\"type\":\"image\",\"props\":{\"image_border\":\"rounded\",\"image_box_decoration\":\"shadow\",\"image_height\":300,\"image_loading\":true,\"image_svg_color\":\"emphasis\",\"margin\":\"default\",\"status\":\"disabled\",\"text_align\":\"left\"},\"name\":\"Feature IMG - AUTO POPULATED\",\"source\":{\"query\":{\"name\":\"posts.singlePost\"},\"props\":{\"_condition\":{\"filters\":{\"condition\":\"!!\"},\"name\":\"featuredImage.url\"},\"image\":{\"filters\":{\"search\":\"\"},\"name\":\"featuredImage.url\"}}}},{\"type\":\"text\",\"props\":{\"column_breakpoint\":\"m\",\"content\":\"<p><\\\/p>\\n<p>Desde el equipo de marketing global y regional de Provenir, realizamos un estudio para obtener feedback en relaci\\u00f3n al crecimiento, digitalizaci\\u00f3n y desaf\\u00edos de la industria financiera en las regiones de LATAM, EMEA, APAC y NA. Identificamos que globalmente se espera:<\\\/p>\\n<p><!-- \\\/wp:paragraph --><\\\/p>\\n<ul>\\n<li>Impacto negativo en el crecimiento<\\\/li>\\n<li>Aceleraci\\u00f3n de la digitalizaci\\u00f3n<\\\/li>\\n<li>An\\u00e1lisis de riesgo como el principal reto a resolver.<\\\/li>\\n<\\\/ul>\\n<p><\\\/p>\\n<p>Leer art\\u00edculo completo en <a href=\\\"http:\\\/\\\/www.tynmagazine.com\\\/encuesta-revela-resultados-sobre-crecimiento-y-digitalizacion-en-la-industria-financiera\\\/\\\">TyN Magazine<\\\/a><\\\/p>\\n<p><!-- \\\/wp:paragraph --><\\\/p>\u00ab,\u00bbmargin\u00bb:\u00bbdefault\u00bb,\u00bbmargin_remove_top\u00bb:true}}]}]}],\u00bbname\u00bb:\u00bbcontent section\u00bb},{\u00abtype\u00bb:\u00bbsection\u00bb,\u00bbprops\u00bb:{\u00abimage_position\u00bb:\u00bbcenter-center\u00bb,\u00bbpadding_remove_top\u00bb:true,\u00bbstyle\u00bb:\u00bbdefault\u00bb,\u00bbtitle_breakpoint\u00bb:\u00bbxl\u00bb,\u00bbtitle_position\u00bb:\u00bbtop-left\u00bb,\u00bbtitle_rotation\u00bb:\u00bbleft\u00bb,\u00bbvertical_align\u00bb:\u00bbmiddle\u00bb,\u00bbwidth\u00bb:\u00bbdefault\u00bb},\u00bbchildren\u00bb:[{\u00abtype\u00bb:\u00bbrow\u00bb,\u00bbchildren\u00bb:[{\u00abtype\u00bb:\u00bbcolumn\u00bb,\u00bbprops\u00bb:{\u00abimage_position\u00bb:\u00bbcenter-center\u00bb,\u00bbposition_sticky_breakpoint\u00bb:\u00bbm\u00bb},\u00bbchildren\u00bb:[{\u00abtype\u00bb:\u00bbheadline\u00bb,\u00bbprops\u00bb:{\u00abcontent\u00bb:\u00bbM\\u00c1S BLOGS\u00bb,\u00bbtitle_color\u00bb:\u00bbbackground\u00bb,\u00bbtitle_decoration\u00bb:\u00bbline\u00bb,\u00bbtitle_element\u00bb:\u00bbh3&#8243;,\u00bbtitle_style\u00bb:\u00bbtext-large\u00bb},\u00bbname\u00bb:\u00bbBLOG LIBRARY\u00bb},{\u00abtype\u00bb:\u00bbhtml\u00bb,\u00bbprops\u00bb:{\u00abcontent\u00bb:\u00bb\u00ab},\u00bbname\u00bb:\u00bbBLOG library filter\u00bb}]}]}],\u00bbname\u00bb:\u00bbBlock &#8211; Resource Libraries\u00bb}],\u00bbversion\u00bb:\u00bb4.5.1&#8243;,\u00bbyooessentialsVersion\u00bb:\u00bb2.2.31&#8243;} &#8211;><\/p><\/div>\r\n<h3>M\u00c1S BLOGS<\/h3>\r\n<div>\r\n\r\n    <div class=\"pt-cv-wrapper\"><div class=\"pt-cv-view pt-cv-grid pt-cv-colsys cveffect-darken pt-cv-same-height pt-cv-pgregular pt-cv-round-btn\" id=\"pt-cv-view-8dc1b6fgo4\"><div data-id=\"pt-cv-page-1\" class=\"pt-cv-page\" data-cvc=\"4\" data-cvct=\"3\" data-cvcm=\"1\"><div class=\"col-md-3 col-sm-4 col-xs-12 pt-cv-content-item pt-cv-1-col\"  data-pid=\"38367\"><div class='pt-cv-ifield'><a href=\"https:\/\/www.provenir.com\/es\/la-serie-de-mitos-de-la-hiperpersonalizacion-2\/\" class=\"_self pt-cv-href-thumbnail pt-cv-thumb-default pt-cv-thumb-wrapper cvplbd cvp-responsive-image img-rounded\" target=\"_self\" rel=\"nofollow\" data-iw=\"200\" data-ih=\"100\"><img loading=\"lazy\" decoding=\"async\" width=\"1536\" height=\"1024\" src=\"https:\/\/www.provenir.com\/es\/wp-content\/uploads\/sites\/5\/2026\/02\/Hyper-Personlization-2-ES.png\" class=\"pt-cv-thumbnail img-rounded skip-lazy \" alt=\"La serie de mitos de la Hiperpersonalizaci\u00f3n #2:\" \/><\/a>\n<h4 class=\"pt-cv-title\"><a href=\"https:\/\/www.provenir.com\/es\/la-serie-de-mitos-de-la-hiperpersonalizacion-2\/\" class=\"_self cvplbd\" target=\"_self\" rel=\"nofollow\" data-iw=\"200\" data-ih=\"100\">La serie de mitos de...<\/a><\/h4>\n<div class=\"pt-cv-content\">La serie de mitos de la Hiperpersonalizaci\u00f3n #2: La trampa del scorecard: c\u00f3mo los modelos tradicionales est\u00e1n dejando dinero sobre ...<br \/><div class=\"pt-cv-rmwrap\"><a href=\"https:\/\/www.provenir.com\/es\/la-serie-de-mitos-de-la-hiperpersonalizacion-2\/\" class=\"_self pt-cv-readmore btn btn-success cvplbd\" target=\"_self\" rel=\"nofollow\" data-iw=\"200\" data-ih=\"100\">Leer m\u00e1s<\/a><\/div><\/div><\/div><\/div>\n<div class=\"col-md-3 col-sm-4 col-xs-12 pt-cv-content-item pt-cv-1-col\"  data-pid=\"38332\"><div class='pt-cv-ifield'><a href=\"https:\/\/www.provenir.com\/es\/mas-alla-de-las-reglas-estaticas\/\" class=\"_self pt-cv-href-thumbnail pt-cv-thumb-default pt-cv-thumb-wrapper cvplbd cvp-responsive-image img-rounded\" target=\"_self\" rel=\"nofollow\" data-iw=\"200\" data-ih=\"100\"><img loading=\"lazy\" decoding=\"async\" width=\"1800\" height=\"942\" src=\"https:\/\/www.provenir.com\/es\/wp-content\/uploads\/sites\/5\/2026\/02\/250922-BLOG-AI-Campaign-social-tile04-1200x628-GL_ES-46776.jpg\" class=\"pt-cv-thumbnail img-rounded skip-lazy \" alt=\"M\u00e1s all\u00e1 de las reglas est\u00e1ticas\" \/><\/a>\n<h4 class=\"pt-cv-title\"><a href=\"https:\/\/www.provenir.com\/es\/mas-alla-de-las-reglas-estaticas\/\" class=\"_self cvplbd\" target=\"_self\" rel=\"nofollow\" data-iw=\"200\" data-ih=\"100\">M\u00e1s all\u00e1 de las regl...<\/a><\/h4>\n<div class=\"pt-cv-content\">M\u00e1s all\u00e1 de las reglas est\u00e1ticas:c\u00f3mo los sistemas de aprendizaje mejoran la toma de decisiones en los servicios financieros En ...<br \/><div class=\"pt-cv-rmwrap\"><a href=\"https:\/\/www.provenir.com\/es\/mas-alla-de-las-reglas-estaticas\/\" class=\"_self pt-cv-readmore btn btn-success cvplbd\" target=\"_self\" rel=\"nofollow\" data-iw=\"200\" data-ih=\"100\">Leer m\u00e1s<\/a><\/div><\/div><\/div><\/div>\n<div class=\"col-md-3 col-sm-4 col-xs-12 pt-cv-content-item pt-cv-1-col\"  data-pid=\"38280\"><div class='pt-cv-ifield'><a href=\"https:\/\/www.provenir.com\/es\/mas-alla-del-modelo-unico-como-construir-un-ecosistema-de-ia-que-realmente-escale-en-servicios-financieros\/\" class=\"_self pt-cv-href-thumbnail pt-cv-thumb-default pt-cv-thumb-wrapper cvplbd cvp-responsive-image img-rounded\" target=\"_self\" rel=\"nofollow\" data-iw=\"200\" data-ih=\"100\"><img loading=\"lazy\" decoding=\"async\" width=\"1800\" height=\"942\" src=\"https:\/\/www.provenir.com\/es\/wp-content\/uploads\/sites\/5\/2026\/01\/260121-BLOG-AI-Campaign-FeatureIMG-ES.jpg\" class=\"pt-cv-thumbnail img-rounded skip-lazy \" alt=\"M\u00e1s all\u00e1 del modelo \u00fanico: c\u00f3mo construir un ecosistema de IA que realmente escale en servicios financieros\" \/><\/a>\n<h4 class=\"pt-cv-title\"><a href=\"https:\/\/www.provenir.com\/es\/mas-alla-del-modelo-unico-como-construir-un-ecosistema-de-ia-que-realmente-escale-en-servicios-financieros\/\" class=\"_self cvplbd\" target=\"_self\" rel=\"nofollow\" data-iw=\"200\" data-ih=\"100\">M\u00e1s all\u00e1 del modelo ...<\/a><\/h4>\n<div class=\"pt-cv-content\">M\u00e1s all\u00e1 del modelo \u00fanico::c\u00f3mo construir un ecosistema de IA que realmente escale en servicios financieros La mayor\u00eda de los ...<br \/><div class=\"pt-cv-rmwrap\"><a href=\"https:\/\/www.provenir.com\/es\/mas-alla-del-modelo-unico-como-construir-un-ecosistema-de-ia-que-realmente-escale-en-servicios-financieros\/\" class=\"_self pt-cv-readmore btn btn-success cvplbd\" target=\"_self\" rel=\"nofollow\" data-iw=\"200\" data-ih=\"100\">Leer m\u00e1s<\/a><\/div><\/div><\/div><\/div>\n<div class=\"col-md-3 col-sm-4 col-xs-12 pt-cv-content-item pt-cv-1-col\"  data-pid=\"38270\"><div class='pt-cv-ifield'><a href=\"https:\/\/www.provenir.com\/es\/mas-alla-del-score-crediticio-como-los-datos-alternativos-estan-abriendo-las-puertas-a-la-inclusion-financiera\/\" class=\"_self pt-cv-href-thumbnail pt-cv-thumb-default pt-cv-thumb-wrapper cvplbd cvp-responsive-image img-rounded\" target=\"_self\" rel=\"nofollow\" data-iw=\"200\" data-ih=\"100\"><img loading=\"lazy\" decoding=\"async\" width=\"1536\" height=\"1024\" src=\"https:\/\/www.provenir.com\/es\/wp-content\/uploads\/sites\/5\/2026\/01\/Blog_ES_feature_text_only_6lines.png\" class=\"pt-cv-thumbnail img-rounded skip-lazy \" alt=\"M\u00e1s all\u00e1 del score crediticio: c\u00f3mo los datos alternativos est\u00e1n abriendo las puertas a la inclusi\u00f3n financiera.\" \/><\/a>\n<h4 class=\"pt-cv-title\"><a href=\"https:\/\/www.provenir.com\/es\/mas-alla-del-score-crediticio-como-los-datos-alternativos-estan-abriendo-las-puertas-a-la-inclusion-financiera\/\" class=\"_self cvplbd\" target=\"_self\" rel=\"nofollow\" data-iw=\"200\" data-ih=\"100\">M\u00e1s all\u00e1 del score c...<\/a><\/h4>\n<div class=\"pt-cv-content\">M\u00e1s all\u00e1 del score crediticio:c\u00f3mo los datos alternativos est\u00e1n abriendo las puertas a la inclusi\u00f3n financiera. En los servicios financieros, ...<br \/><div class=\"pt-cv-rmwrap\"><a href=\"https:\/\/www.provenir.com\/es\/mas-alla-del-score-crediticio-como-los-datos-alternativos-estan-abriendo-las-puertas-a-la-inclusion-financiera\/\" class=\"_self pt-cv-readmore btn btn-success cvplbd\" target=\"_self\" rel=\"nofollow\" data-iw=\"200\" data-ih=\"100\">Leer m\u00e1s<\/a><\/div><\/div><\/div><\/div>\n<div class=\"col-md-3 col-sm-4 col-xs-12 pt-cv-content-item pt-cv-1-col\"  data-pid=\"38176\"><div class='pt-cv-ifield'><a href=\"https:\/\/www.provenir.com\/es\/fraude-de-primera-persona-el-costo-oculto-de-los-buenos-clientes\/\" class=\"_self pt-cv-href-thumbnail pt-cv-thumb-default pt-cv-thumb-wrapper cvplbd cvp-responsive-image img-rounded\" target=\"_self\" rel=\"nofollow\" data-iw=\"200\" data-ih=\"100\"><img loading=\"lazy\" decoding=\"async\" width=\"1800\" height=\"941\" src=\"https:\/\/www.provenir.com\/es\/wp-content\/uploads\/sites\/5\/2025\/09\/BLOG-FPF-ES-Jason-feature.jpg\" class=\"pt-cv-thumbnail img-rounded skip-lazy \" alt=\"BLOG FPF - ES - Jason-feature\" \/><\/a>\n<h4 class=\"pt-cv-title\"><a href=\"https:\/\/www.provenir.com\/es\/fraude-de-primera-persona-el-costo-oculto-de-los-buenos-clientes\/\" class=\"_self cvplbd\" target=\"_self\" rel=\"nofollow\" data-iw=\"200\" data-ih=\"100\">Fraude de Primera Pe...<\/a><\/h4>\n<div class=\"pt-cv-content\">BLOG Fraude de Primera Persona: El Riesgo Oculto Detr\u00e1s de los \u201cBuenos\u201d Clientes Revelando el Riesgo con un Enfoque Unificado ...<br \/><div class=\"pt-cv-rmwrap\"><a href=\"https:\/\/www.provenir.com\/es\/fraude-de-primera-persona-el-costo-oculto-de-los-buenos-clientes\/\" class=\"_self pt-cv-readmore btn btn-success cvplbd\" target=\"_self\" rel=\"nofollow\" data-iw=\"200\" data-ih=\"100\">Leer m\u00e1s<\/a><\/div><\/div><\/div><\/div>\n<div class=\"col-md-3 col-sm-4 col-xs-12 pt-cv-content-item pt-cv-1-col\"  data-pid=\"38124\"><div class='pt-cv-ifield'><a href=\"https:\/\/www.provenir.com\/es\/telcos-la-importancia-de-la-experiencia-del-cliente-para-fomentar-la-lealtad-a-lo-largo-del-ciclo-de-vida-del-suscriptor\/\" class=\"_self pt-cv-href-thumbnail pt-cv-thumb-default pt-cv-thumb-wrapper cvplbd cvp-responsive-image img-rounded\" target=\"_self\" rel=\"nofollow\" data-iw=\"200\" data-ih=\"100\"><img loading=\"lazy\" decoding=\"async\" width=\"2400\" height=\"1254\" src=\"https:\/\/www.provenir.com\/es\/wp-content\/uploads\/sites\/5\/2025\/08\/250807-BLOG-telco-FeatureIMG-1200x627-ES-43392.jpg\" class=\"pt-cv-thumbnail img-rounded skip-lazy \" alt=\"telco blog\" \/><\/a>\n<h4 class=\"pt-cv-title\"><a href=\"https:\/\/www.provenir.com\/es\/telcos-la-importancia-de-la-experiencia-del-cliente-para-fomentar-la-lealtad-a-lo-largo-del-ciclo-de-vida-del-suscriptor\/\" class=\"_self cvplbd\" target=\"_self\" rel=\"nofollow\" data-iw=\"200\" data-ih=\"100\">Telcos: La importanc...<\/a><\/h4>\n<div class=\"pt-cv-content\">Telcos: La importancia de la experiencia del cliente para fomentar la lealtad a lo largo del ciclo de vida del ...<br \/><div class=\"pt-cv-rmwrap\"><a href=\"https:\/\/www.provenir.com\/es\/telcos-la-importancia-de-la-experiencia-del-cliente-para-fomentar-la-lealtad-a-lo-largo-del-ciclo-de-vida-del-suscriptor\/\" class=\"_self pt-cv-readmore btn btn-success cvplbd\" target=\"_self\" rel=\"nofollow\" data-iw=\"200\" data-ih=\"100\">Leer m\u00e1s<\/a><\/div><\/div><\/div><\/div>\n<div class=\"col-md-3 col-sm-4 col-xs-12 pt-cv-content-item pt-cv-1-col\"  data-pid=\"38108\"><div class='pt-cv-ifield'><a href=\"https:\/\/www.provenir.com\/es\/mas-que-un-selfie\/\" class=\"_self pt-cv-href-thumbnail pt-cv-thumb-default pt-cv-thumb-wrapper cvplbd cvp-responsive-image img-rounded\" target=\"_self\" rel=\"nofollow\" data-iw=\"200\" data-ih=\"100\"><img loading=\"lazy\" decoding=\"async\" width=\"2400\" height=\"1254\" src=\"https:\/\/www.provenir.com\/es\/wp-content\/uploads\/sites\/5\/2025\/07\/250613-BLOG-Selfie-featureIMG-ES.jpg\" class=\"pt-cv-thumbnail img-rounded skip-lazy \" alt=\"selfie blog thumbnail\" \/><\/a>\n<h4 class=\"pt-cv-title\"><a href=\"https:\/\/www.provenir.com\/es\/mas-que-un-selfie\/\" class=\"_self cvplbd\" target=\"_self\" rel=\"nofollow\" data-iw=\"200\" data-ih=\"100\">M\u00e1s que un selfie<\/a><\/h4>\n<div class=\"pt-cv-content\">M\u00e1s que un selfie: Por qu\u00e9 la verificaci\u00f3n digital de identidad no es la soluci\u00f3n m\u00e1gica contra el fraude moderno ...<br \/><div class=\"pt-cv-rmwrap\"><a href=\"https:\/\/www.provenir.com\/es\/mas-que-un-selfie\/\" class=\"_self pt-cv-readmore btn btn-success cvplbd\" target=\"_self\" rel=\"nofollow\" data-iw=\"200\" data-ih=\"100\">Leer m\u00e1s<\/a><\/div><\/div><\/div><\/div>\n<div class=\"col-md-3 col-sm-4 col-xs-12 pt-cv-content-item pt-cv-1-col\"  data-pid=\"797\"><div class='pt-cv-ifield'><a href=\"https:\/\/www.provenir.com\/es\/optimizacion-de-la-orquestacion-de-datos-para-la-prevencion-de-fraudes-en-aplicaciones\/\" class=\"_self pt-cv-href-thumbnail pt-cv-thumb-default pt-cv-thumb-wrapper cvplbd cvp-responsive-image img-rounded\" target=\"_self\" rel=\"nofollow\" data-iw=\"200\" data-ih=\"100\"><img loading=\"lazy\" decoding=\"async\" width=\"2560\" height=\"1347\" src=\"https:\/\/www.provenir.com\/es\/wp-content\/uploads\/sites\/5\/2025\/04\/Fraud-featureimg-ES-scaled.jpg\" class=\"pt-cv-thumbnail img-rounded skip-lazy \" alt=\"fraud\" \/><\/a>\n<h4 class=\"pt-cv-title\"><a href=\"https:\/\/www.provenir.com\/es\/optimizacion-de-la-orquestacion-de-datos-para-la-prevencion-de-fraudes-en-aplicaciones\/\" class=\"_self cvplbd\" target=\"_self\" rel=\"nofollow\" data-iw=\"200\" data-ih=\"100\">Optimizaci\u00f3n de la O...<\/a><\/h4>\n<div class=\"pt-cv-content\">Optimizaci\u00f3n de la Orquestaci\u00f3n de Datos para la Prevenci\u00f3n de Fraudes en Aplicaciones C\u00f3mo la respuesta no siempre radica en ...<br \/><div class=\"pt-cv-rmwrap\"><a href=\"https:\/\/www.provenir.com\/es\/optimizacion-de-la-orquestacion-de-datos-para-la-prevencion-de-fraudes-en-aplicaciones\/\" class=\"_self pt-cv-readmore btn btn-success cvplbd\" target=\"_self\" rel=\"nofollow\" data-iw=\"200\" data-ih=\"100\">Leer m\u00e1s<\/a><\/div><\/div><\/div><\/div><\/div><\/div>\n<div class=\"text-left round-button pt-cv-pagination-wrapper\"><ul class=\"pt-cv-pagination pt-cv-ajax pagination\" data-totalpages=\"7\" data-currentpage=\"1\" data-sid=\"8dc1b6fgo4\" data-unid=\"\" data-isblock=\"\" data-postid=\"\"><li class=\"active\"><a href=\"#\">1<\/a><\/li>\n\t<li ><a class=\"\" href=\"https:\/\/www.provenir.com\/es\/wp-json\/wp\/v2\/posts\/785\/?_page=2\">2<\/a><\/li>\n\t<li ><a class=\"\" href=\"https:\/\/www.provenir.com\/es\/wp-json\/wp\/v2\/posts\/785\/?_page=3\">3<\/a><\/li>\n\t<li ><a href=\"#\">&hellip;<\/a><\/li>\n\t<li ><a class=\"\" 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more\",\"margin\":\"medium\",\"margin_remove_bottom\":true,\"meta_align\":\"below-title\",\"meta_element\":\"div\",\"meta_style\":\"text-meta\",\"show_content\":true,\"show_hover_image\":true,\"show_hover_video\":true,\"show_image\":true,\"show_link\":true,\"show_meta\":true,\"show_title\":true,\"show_video\":true,\"text_align\":\"left\",\"title_align\":\"top\",\"title_element\":\"div\",\"title_grid_breakpoint\":\"m\",\"title_grid_width\":\"1-2\",\"title_hover_style\":\"reset\"},\"children\":[{\"type\":\"grid_item\",\"source\":{\"query\":{\"name\":\"posts.singlePost\"},\"props\":{\"content\":{\"filters\":{\"search\":\"\"},\"name\":\"author.name\"},\"image\":{\"filters\":{\"search\":\"\"},\"arguments\":{\"size\":\"96\"},\"name\":\"author.avatar\"}}}},{\"type\":\"grid_item\",\"source\":{\"query\":{\"name\":\"posts.singlePost\"},\"props\":{\"_condition\":{\"filters\":{\"condition\":\"!!\"},\"name\":\"date\"},\"content\":{\"filters\":{\"search\":\"\",\"date\":\"\"},\"name\":\"date\"}}}}],\"name\":\"Author | Date (auto populated)\",\"source\":{\"query\":{\"name\":\"posts.singlePost\"},\"props\":{\"_condition\":{\"filters\":{\"condition\":\"!!\"},\"name\":\"author.name\"}}}}]}]}],\"name\":\"hero section\"},{\"type\":\"section\",\"props\":{\"image_position\":\"center-center\",\"padding_remove_bottom\":false,\"style\":\"secondary\",\"title_breakpoint\":\"xl\",\"title_position\":\"top-left\",\"title_rotation\":\"left\",\"vertical_align\":\"\",\"width\":\"default\"},\"children\":[{\"type\":\"row\",\"props\":{\"margin\":\"default\",\"margin_remove_top\":false},\"children\":[{\"type\":\"column\",\"props\":{\"image_position\":\"center-center\",\"position_sticky_breakpoint\":\"m\"},\"children\":[{\"type\":\"image\",\"props\":{\"image_border\":\"rounded\",\"image_box_decoration\":\"shadow\",\"image_height\":300,\"image_loading\":true,\"image_svg_color\":\"emphasis\",\"margin\":\"default\",\"status\":\"disabled\",\"text_align\":\"left\"},\"name\":\"Feature IMG - AUTO POPULATED\",\"source\":{\"query\":{\"name\":\"posts.singlePost\"},\"props\":{\"_condition\":{\"filters\":{\"condition\":\"!!\"},\"name\":\"featuredImage.url\"},\"image\":{\"filters\":{\"search\":\"\"},\"name\":\"featuredImage.url\"}}}},{\"type\":\"text\",\"props\":{\"column_breakpoint\":\"m\",\"content\":\"<p><\\\/p>\\n<p>Desde el equipo de marketing global y regional de Provenir, realizamos un estudio para obtener feedback en relaci\\u00f3n al crecimiento, digitalizaci\\u00f3n y desaf\\u00edos de la industria financiera en las regiones de LATAM, EMEA, APAC y NA. Identificamos que globalmente se espera:<\\\/p>\\n<p><!-- \\\/wp:paragraph --><\\\/p>\\n<ul>\\n<li>Impacto negativo en el crecimiento<\\\/li>\\n<li>Aceleraci\\u00f3n de la digitalizaci\\u00f3n<\\\/li>\\n<li>An\\u00e1lisis de riesgo como el principal reto a resolver.<\\\/li>\\n<\\\/ul>\\n<p><\\\/p>\\n<p>Leer art\\u00edculo completo en <a href=\\\"http:\\\/\\\/www.tynmagazine.com\\\/encuesta-revela-resultados-sobre-crecimiento-y-digitalizacion-en-la-industria-financiera\\\/\\\">TyN Magazine<\\\/a><\\\/p>\\n<p><!-- \\\/wp:paragraph --><\\\/p>\u00ab,\u00bbmargin\u00bb:\u00bbdefault\u00bb,\u00bbmargin_remove_top\u00bb:true}}]}]}],\u00bbname\u00bb:\u00bbcontent section\u00bb},{\u00abtype\u00bb:\u00bbsection\u00bb,\u00bbprops\u00bb:{\u00abimage_position\u00bb:\u00bbcenter-center\u00bb,\u00bbpadding_remove_top\u00bb:true,\u00bbstyle\u00bb:\u00bbdefault\u00bb,\u00bbtitle_breakpoint\u00bb:\u00bbxl\u00bb,\u00bbtitle_position\u00bb:\u00bbtop-left\u00bb,\u00bbtitle_rotation\u00bb:\u00bbleft\u00bb,\u00bbvertical_align\u00bb:\u00bbmiddle\u00bb,\u00bbwidth\u00bb:\u00bbdefault\u00bb},\u00bbchildren\u00bb:[{\u00abtype\u00bb:\u00bbrow\u00bb,\u00bbchildren\u00bb:[{\u00abtype\u00bb:\u00bbcolumn\u00bb,\u00bbprops\u00bb:{\u00abimage_position\u00bb:\u00bbcenter-center\u00bb,\u00bbposition_sticky_breakpoint\u00bb:\u00bbm\u00bb},\u00bbchildren\u00bb:[{\u00abtype\u00bb:\u00bbheadline\u00bb,\u00bbprops\u00bb:{\u00abcontent\u00bb:\u00bbM\\u00c1S BLOGS\u00bb,\u00bbtitle_color\u00bb:\u00bbbackground\u00bb,\u00bbtitle_decoration\u00bb:\u00bbline\u00bb,\u00bbtitle_element\u00bb:\u00bbh3&#8243;,\u00bbtitle_style\u00bb:\u00bbtext-large\u00bb},\u00bbname\u00bb:\u00bbBLOG LIBRARY\u00bb},{\u00abtype\u00bb:\u00bbhtml\u00bb,\u00bbprops\u00bb:{\u00abcontent\u00bb:\u00bb\u00ab},\u00bbname\u00bb:\u00bbBLOG library filter\u00bb}]}]}],\u00bbname\u00bb:\u00bbBlock &#8211; Resource Libraries\u00bb}],\u00bbversion\u00bb:\u00bb4.5.1&#8243;,\u00bbyooessentialsVersion\u00bb:\u00bb2.2.31&#8243;} &#8211;><div class=\"entry-content wp-block-post-content is-layout-flow wp-block-post-content-is-layout-flow\"><div>blog<\/div>\r\n<h1>Operacionalizando Modelos de Risco<\/h1>\r\n<ul>\r\n        <li>\r\n\r\n        \r\n\r\n\r\n\r\n\r\n\r\n\r\n\r\n    <\/li>\r\n        <li>\r\n\r\n        \r\n\r\n\r\n\r\n\r\n\r\n\r\n\r\n    <\/li>\r\n    <\/ul>\r\n<div><p><\/p>\r\n<p>Desde el equipo de marketing global y regional de Provenir, realizamos un estudio para obtener feedback en relaci\u00f3n al crecimiento, digitalizaci\u00f3n y desaf\u00edos de la industria financiera en las regiones de LATAM, EMEA, APAC y NA. Identificamos que globalmente se espera:<\/p>\r\n<p><\/p>\r\n<ul>\r\n<li>Impacto negativo en el crecimiento<\/li>\r\n<li>Aceleraci\u00f3n de la digitalizaci\u00f3n<\/li>\r\n<li>An\u00e1lisis de riesgo como el principal reto a resolver.<\/li>\r\n<\/ul>\r\n<p><\/p>\r\n<p>Leer art\u00edculo completo en <a href=\"https:\/\/www.tynmagazine.com\/encuesta-revela-resultados-sobre-crecimiento-y-digitalizacion-en-la-industria-financiera\/\">TyN Magazine<\/a><\/p>\r\n<p><\/p><\/div>\r\n<h3>M\u00c1S BLOGS<\/h3>\r\n<div>\r\n\r\n    <div class=\"pt-cv-wrapper\"><div class=\"pt-cv-view pt-cv-grid pt-cv-colsys cveffect-darken pt-cv-same-height pt-cv-pgregular pt-cv-round-btn\" id=\"pt-cv-view-8dc1b6fgo4\"><div data-id=\"pt-cv-page-1\" class=\"pt-cv-page\" data-cvc=\"4\" data-cvct=\"3\" data-cvcm=\"1\"><div class=\"col-md-3 col-sm-4 col-xs-12 pt-cv-content-item pt-cv-1-col\"  data-pid=\"38367\"><div class='pt-cv-ifield'><a href=\"https:\/\/www.provenir.com\/es\/la-serie-de-mitos-de-la-hiperpersonalizacion-2\/\" class=\"_self pt-cv-href-thumbnail pt-cv-thumb-default pt-cv-thumb-wrapper cvplbd cvp-responsive-image img-rounded\" target=\"_self\" rel=\"nofollow\" data-iw=\"200\" data-ih=\"100\"><img loading=\"lazy\" decoding=\"async\" width=\"1536\" height=\"1024\" src=\"https:\/\/www.provenir.com\/es\/wp-content\/uploads\/sites\/5\/2026\/02\/Hyper-Personlization-2-ES.png\" class=\"pt-cv-thumbnail img-rounded skip-lazy \" alt=\"La serie de mitos de la Hiperpersonalizaci\u00f3n #2:\" \/><\/a>\n<h4 class=\"pt-cv-title\"><a href=\"https:\/\/www.provenir.com\/es\/la-serie-de-mitos-de-la-hiperpersonalizacion-2\/\" class=\"_self cvplbd\" target=\"_self\" rel=\"nofollow\" data-iw=\"200\" data-ih=\"100\">La serie de mitos de&#8230;<\/a><\/h4>\n<div class=\"pt-cv-content\">La serie de mitos de la Hiperpersonalizaci\u00f3n #2: La trampa del scorecard: c\u00f3mo los modelos tradicionales est\u00e1n dejando dinero sobre &#8230;<br \/><div class=\"pt-cv-rmwrap\"><a href=\"https:\/\/www.provenir.com\/es\/la-serie-de-mitos-de-la-hiperpersonalizacion-2\/\" class=\"_self pt-cv-readmore btn btn-success cvplbd\" target=\"_self\" rel=\"nofollow\" data-iw=\"200\" data-ih=\"100\">Leer m\u00e1s<\/a><\/div><\/div><\/div><\/div>\n<div class=\"col-md-3 col-sm-4 col-xs-12 pt-cv-content-item pt-cv-1-col\"  data-pid=\"38332\"><div class='pt-cv-ifield'><a href=\"https:\/\/www.provenir.com\/es\/mas-alla-de-las-reglas-estaticas\/\" class=\"_self pt-cv-href-thumbnail pt-cv-thumb-default pt-cv-thumb-wrapper cvplbd cvp-responsive-image img-rounded\" target=\"_self\" rel=\"nofollow\" data-iw=\"200\" data-ih=\"100\"><img loading=\"lazy\" decoding=\"async\" width=\"1800\" height=\"942\" src=\"https:\/\/www.provenir.com\/es\/wp-content\/uploads\/sites\/5\/2026\/02\/250922-BLOG-AI-Campaign-social-tile04-1200x628-GL_ES-46776.jpg\" class=\"pt-cv-thumbnail img-rounded skip-lazy \" alt=\"M\u00e1s all\u00e1 de las reglas est\u00e1ticas\" \/><\/a>\n<h4 class=\"pt-cv-title\"><a href=\"https:\/\/www.provenir.com\/es\/mas-alla-de-las-reglas-estaticas\/\" class=\"_self cvplbd\" target=\"_self\" rel=\"nofollow\" data-iw=\"200\" data-ih=\"100\">M\u00e1s all\u00e1 de las regl&#8230;<\/a><\/h4>\n<div class=\"pt-cv-content\">M\u00e1s all\u00e1 de las reglas est\u00e1ticas:c\u00f3mo los sistemas de aprendizaje mejoran la toma de decisiones en los servicios financieros En &#8230;<br \/><div class=\"pt-cv-rmwrap\"><a href=\"https:\/\/www.provenir.com\/es\/mas-alla-de-las-reglas-estaticas\/\" class=\"_self pt-cv-readmore btn btn-success cvplbd\" target=\"_self\" rel=\"nofollow\" data-iw=\"200\" data-ih=\"100\">Leer m\u00e1s<\/a><\/div><\/div><\/div><\/div>\n<div class=\"col-md-3 col-sm-4 col-xs-12 pt-cv-content-item pt-cv-1-col\"  data-pid=\"38280\"><div class='pt-cv-ifield'><a 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all\u00e1 del modelo &#8230;<\/a><\/h4>\n<div class=\"pt-cv-content\">M\u00e1s all\u00e1 del modelo \u00fanico::c\u00f3mo construir un ecosistema de IA que realmente escale en servicios financieros La mayor\u00eda de los &#8230;<br \/><div class=\"pt-cv-rmwrap\"><a href=\"https:\/\/www.provenir.com\/es\/mas-alla-del-modelo-unico-como-construir-un-ecosistema-de-ia-que-realmente-escale-en-servicios-financieros\/\" class=\"_self pt-cv-readmore btn btn-success cvplbd\" target=\"_self\" rel=\"nofollow\" data-iw=\"200\" data-ih=\"100\">Leer m\u00e1s<\/a><\/div><\/div><\/div><\/div>\n<div class=\"col-md-3 col-sm-4 col-xs-12 pt-cv-content-item pt-cv-1-col\"  data-pid=\"38270\"><div class='pt-cv-ifield'><a href=\"https:\/\/www.provenir.com\/es\/mas-alla-del-score-crediticio-como-los-datos-alternativos-estan-abriendo-las-puertas-a-la-inclusion-financiera\/\" class=\"_self pt-cv-href-thumbnail pt-cv-thumb-default pt-cv-thumb-wrapper cvplbd cvp-responsive-image img-rounded\" target=\"_self\" rel=\"nofollow\" data-iw=\"200\" data-ih=\"100\"><img loading=\"lazy\" decoding=\"async\" width=\"1536\" height=\"1024\" src=\"https:\/\/www.provenir.com\/es\/wp-content\/uploads\/sites\/5\/2026\/01\/Blog_ES_feature_text_only_6lines.png\" class=\"pt-cv-thumbnail img-rounded skip-lazy \" alt=\"M\u00e1s all\u00e1 del score crediticio: c\u00f3mo los datos alternativos est\u00e1n abriendo las puertas a la inclusi\u00f3n financiera.\" \/><\/a>\n<h4 class=\"pt-cv-title\"><a href=\"https:\/\/www.provenir.com\/es\/mas-alla-del-score-crediticio-como-los-datos-alternativos-estan-abriendo-las-puertas-a-la-inclusion-financiera\/\" class=\"_self cvplbd\" target=\"_self\" rel=\"nofollow\" data-iw=\"200\" data-ih=\"100\">M\u00e1s all\u00e1 del score c&#8230;<\/a><\/h4>\n<div class=\"pt-cv-content\">M\u00e1s all\u00e1 del score crediticio:c\u00f3mo los datos alternativos est\u00e1n abriendo las puertas a la inclusi\u00f3n financiera. 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class=\"pt-cv-thumbnail img-rounded skip-lazy \" alt=\"BLOG FPF - ES - Jason-feature\" \/><\/a>\n<h4 class=\"pt-cv-title\"><a href=\"https:\/\/www.provenir.com\/es\/fraude-de-primera-persona-el-costo-oculto-de-los-buenos-clientes\/\" class=\"_self cvplbd\" target=\"_self\" rel=\"nofollow\" data-iw=\"200\" data-ih=\"100\">Fraude de Primera Pe&#8230;<\/a><\/h4>\n<div class=\"pt-cv-content\">BLOG Fraude de Primera Persona: El Riesgo Oculto Detr\u00e1s de los \u201cBuenos\u201d Clientes Revelando el Riesgo con un Enfoque Unificado &#8230;<br \/><div class=\"pt-cv-rmwrap\"><a href=\"https:\/\/www.provenir.com\/es\/fraude-de-primera-persona-el-costo-oculto-de-los-buenos-clientes\/\" class=\"_self pt-cv-readmore btn btn-success cvplbd\" target=\"_self\" rel=\"nofollow\" data-iw=\"200\" data-ih=\"100\">Leer m\u00e1s<\/a><\/div><\/div><\/div><\/div>\n<div class=\"col-md-3 col-sm-4 col-xs-12 pt-cv-content-item pt-cv-1-col\"  data-pid=\"38124\"><div class='pt-cv-ifield'><a 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max-height: 100px; overflow: hidden; aspect-ratio: 2 }\n#pt-cv-view-8dc1b6fgo4 .cvp-responsive-image img { max-width: 200px; max-height: 100px; aspect-ratio: 2 }<\/style>\r\n\t\t\t\r\n<\/div>\r\n\r\n <a href=\"https:\/\/www.provenir.com\/es\/operacionalizando-modelos-de-risco\/#more-785\" class=\"more-link\"><span aria-label=\"Sigue leyendo Operacionalizando Modelos de Risco\">(m\u00e1s&hellip;)<\/span><\/a><\/div>","protected":false},"excerpt":{"rendered":"<p>blog Operacionalizando Modelos de Risco Desde el equipo de marketing global y regional de Provenir, realizamos un estudio para obtener feedback en relaci\u00f3n al crecimiento, digitalizaci\u00f3n y desaf\u00edos de la industria financiera en las regiones de LATAM, EMEA, APAC y NA. Identificamos que globalmente se espera: Impacto negativo en el crecimiento Aceleraci\u00f3n de la digitalizaci\u00f3n [&hellip;]<\/p>\n","protected":false},"author":14,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[4],"tags":[],"industry":[26],"language":[41],"mktplace-data-type":[],"mktplace-region":[],"mktplace-use-case":[],"resource":[76],"class_list":["post-785","post","type-post","status-publish","format-standard","hentry","category-blog","industry-servicios-financieros","language-spanish","resource-blogs"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v27.3 (Yoast SEO v27.3) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>Operacionalizando Modelos de Risco - Provenir-ES<\/title>\n<meta name=\"description\" content=\"Aprenda c\u00f3mo operacionalizar modelos de riesgo r\u00e1pidamente y automatizar decisiones con IA en la plataforma de Provenir.\" \/>\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.provenir.com\/es\/operacionalizando-modelos-de-risco\/\" \/>\n<meta property=\"og:locale\" content=\"es_ES\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Operacionalizando Modelos de Risco\" \/>\n<meta property=\"og:description\" content=\"Aprenda c\u00f3mo operacionalizar modelos de riesgo r\u00e1pidamente y automatizar decisiones con IA en la plataforma de Provenir.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.provenir.com\/es\/operacionalizando-modelos-de-risco\/\" \/>\n<meta property=\"og:site_name\" content=\"Provenir-ES\" \/>\n<meta property=\"article:published_time\" content=\"2024-07-09T11:25:04+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2026-03-23T17:05:42+00:00\" \/>\n<meta name=\"author\" content=\"Alejandra Ramos\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Alejandra Ramos\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"1 minuto\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/www.provenir.com\\\/es\\\/operacionalizando-modelos-de-risco\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/www.provenir.com\\\/es\\\/operacionalizando-modelos-de-risco\\\/\"},\"author\":{\"name\":\"Alejandra Ramos\",\"@id\":\"https:\\\/\\\/www.provenir.com\\\/es\\\/#\\\/schema\\\/person\\\/c2b16f625625df9dc9b8d3977b7f70d9\"},\"headline\":\"Operacionalizando Modelos de Risco\",\"datePublished\":\"2024-07-09T11:25:04+00:00\",\"dateModified\":\"2026-03-23T17:05:42+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/www.provenir.com\\\/es\\\/operacionalizando-modelos-de-risco\\\/\"},\"wordCount\":275,\"commentCount\":0,\"articleSection\":[\"Blog\"],\"inLanguage\":\"es\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\\\/\\\/www.provenir.com\\\/es\\\/operacionalizando-modelos-de-risco\\\/#respond\"]}]},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/www.provenir.com\\\/es\\\/operacionalizando-modelos-de-risco\\\/\",\"url\":\"https:\\\/\\\/www.provenir.com\\\/es\\\/operacionalizando-modelos-de-risco\\\/\",\"name\":\"Operacionalizando Modelos de Risco - 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