{"id":4724,"date":"2021-08-23T17:58:41","date_gmt":"2021-08-23T22:58:41","guid":{"rendered":"https:\/\/multilatinasforbesllyc.enforb.es\/tendencias-clave\/estableciendo-modelos-de-prediccion\/"},"modified":"2021-10-07T17:35:28","modified_gmt":"2021-10-07T22:35:28","slug":"establishing-prediction-models","status":"publish","type":"page","link":"https:\/\/multilatinasforbesllyc.enforb.es\/en\/key-trends\/establishing-prediction-models\/","title":{"rendered":"Establishing prediction models"},"content":{"rendered":"<p>[vc_row css=&#8221;.vc_custom_1629923762928{padding-top: 5% !important;padding-bottom: 2% !important;}&#8221;][vc_column][vc_separator css=&#8221;.vc_custom_1629923729698{margin-bottom: 15px !important;}&#8221;]<div id=\"ultimate-heading-418969d0eefd3c366\" class=\"uvc-heading ult-adjust-bottom-margin ultimate-heading-418969d0eefd3c366 uvc-591 \" data-hspacer=\"no_spacer\"  data-halign=\"left\" style=\"text-align:left\"><div class=\"uvc-heading-spacer no_spacer\" style=\"top\"><\/div><div class=\"uvc-main-heading ult-responsive\"  data-ultimate-target='.uvc-heading.ultimate-heading-418969d0eefd3c366 h3'  data-responsive-json-new='{\"font-size\":\"\",\"line-height\":\"\"}' ><h3 style=\"font-weight:normal;\">THE USE OF BIG DATA<\/h3><\/div><\/div>[vc_separator css=&#8221;.vc_custom_1629923734543{margin-top: 15px !important;}&#8221;][\/vc_column][\/vc_row][vc_row][vc_column][vc_column_text]Today, technological advances and the exponential generation of public data present an opportunity for companies. These data allow us to develop value strategies based not only on empirical knowledge but also on the analysis of information that allows us <strong>to see how a social phenomenon was, develops, and evolves<\/strong>. Beyond the debate on data privacy, what big data use tells us is that any public information is valuable.[\/vc_column_text][vc_column_text]Structuring and analyzing large amounts of data allows us to apply techniques that will help us optimize information to get the real value of data, both in the past and in real-time. That is, to know, for example, <strong>what is being talked about, what is being searched for, in which communities and between whom there are interactions<\/strong> so that we can, with machine learning tools, develop algorithms that help us predict how certain variables will evolve in the future, that way we can obtain a roadmap that will lead us to make better decisions and take strategic business actions.[\/vc_column_text][\/vc_column][\/vc_row][vc_row full_width=&#8221;stretch_row_content_no_spaces&#8221; parallax=&#8221;content-moving-fade&#8221; parallax_image=&#8221;3879&#8243; css=&#8221;.vc_custom_1630954737424{background-position: center;background-repeat: no-repeat !important;background-size: cover !important;}&#8221;][vc_column][vc_empty_space height=&#8221;200px&#8221;][\/vc_column][\/vc_row][vc_row full_width=&#8221;stretch_row&#8221; css=&#8221;.vc_custom_1630536957242{background-color: #f2f2f2 !important;}&#8221;][vc_column][vc_separator color=&#8221;black&#8221; css=&#8221;.vc_custom_1630537248846{margin-bottom: 15px !important;}&#8221;][vc_custom_heading text=&#8221;Good practices:&#8221; font_container=&#8221;tag:h3|text_align:left|color:%23000000&#8243; use_theme_fonts=&#8221;yes&#8221;][vc_separator color=&#8221;black&#8221; css=&#8221;.vc_custom_1630537243925{margin-top: 15px !important;}&#8221;][\/vc_column][\/vc_row][vc_row full_width=&#8221;stretch_row&#8221; disable_element=&#8221;yes&#8221; css=&#8221;.vc_custom_1632245489301{background-color: #f2f2f2 !important;}&#8221;][vc_column][vc_tta_tour shape=&#8221;square&#8221; color=&#8221;black&#8221; controls_size=&#8221;sm&#8221; active_section=&#8221;1&#8243; el_class=&#8221;custom-tabs-forbes&#8221;][vc_tta_section title=&#8221;NU bank&#8221; tab_id=&#8221;1629923905836-776daf06-50f9&#8243;][vc_row_inner equal_height=&#8221;yes&#8221; content_placement=&#8221;top&#8221; css=&#8221;.vc_custom_1630537214230{margin-top: -35px !important;margin-bottom: 10px !important;border-bottom-width: 1px !important;padding-bottom: 15px !important;border-bottom-color: #000000 !important;border-bottom-style: solid !important;}&#8221;][vc_column_inner width=&#8221;2\/6&#8243;]<style type=\"text\/css\" data-type=\"the7_shortcodes-inline-css\">.shortcode-single-image-wrap.shortcode-single-image-69a27488fd641d2b457fb3208c5b38cc.enable-bg-rollover .rollover i,\n.shortcode-single-image-wrap.shortcode-single-image-69a27488fd641d2b457fb3208c5b38cc.enable-bg-rollover .rollover-video i {\n  background: -webkit-linear-gradient();\n  background: linear-gradient();\n}\n.shortcode-single-image-wrap.shortcode-single-image-69a27488fd641d2b457fb3208c5b38cc .rollover-icon {\n  font-size: 32px;\n  color: #ffffff;\n  min-width: 44px;\n  min-height: 44px;\n  line-height: 44px;\n  border-radius: 100px;\n  border-style: solid;\n  border-width: 0px;\n}\n.dt-icon-bg-on.shortcode-single-image-wrap.shortcode-single-image-69a27488fd641d2b457fb3208c5b38cc .rollover-icon {\n  background: rgba(255,255,255,0.3);\n  box-shadow: none;\n}\n<\/style><div class=\"shortcode-single-image-wrap shortcode-single-image-69a27488fd641d2b457fb3208c5b38cc alignnone  enable-bg-rollover dt-icon-bg-off\" style=\"margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; width:500px;\"><div class=\"shortcode-single-image\"><div class=\"fancy-media-wrap  layzr-bg\" style=\"\"><img loading=\"lazy\" decoding=\"async\" class=\"preload-me lazy-load\" src=\"data:image\/svg+xml,%3Csvg%20xmlns%3D&#39;http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg&#39;%20viewBox%3D&#39;0%200%20500%20205&#39;%2F%3E\" data-src=\"https:\/\/multilatinasforbesllyc.enforb.es\/wp-content\/uploads\/2021\/09\/nubank-500x205.png\" data-srcset=\"https:\/\/multilatinasforbesllyc.enforb.es\/wp-content\/uploads\/2021\/09\/nubank-500x205.png 500w, https:\/\/multilatinasforbesllyc.enforb.es\/wp-content\/uploads\/2021\/09\/nubank-1000x410.png 1000w\" width=\"500\" height=\"205\"  data-dt-location=\"https:\/\/multilatinasforbesllyc.enforb.es\/en\/tendencias-clave\/estableciendo-modelos-de-prediccion\/nubank\/\" style=\"\" alt=\"\" \/><\/div><\/div><\/div>[\/vc_column_inner][vc_column_inner width=&#8221;3\/6&#8243;][\/vc_column_inner][vc_column_inner width=&#8221;1\/6&#8243;]<style type=\"text\/css\" data-type=\"the7_shortcodes-inline-css\">.shortcode-single-image-wrap.shortcode-single-image-de5dcde1c9a9e8f55ab0bf354d33a9f3.enable-bg-rollover .rollover i,\n.shortcode-single-image-wrap.shortcode-single-image-de5dcde1c9a9e8f55ab0bf354d33a9f3.enable-bg-rollover .rollover-video i {\n  background: -webkit-linear-gradient();\n  background: linear-gradient();\n}\n.shortcode-single-image-wrap.shortcode-single-image-de5dcde1c9a9e8f55ab0bf354d33a9f3 .rollover-icon {\n  font-size: 32px;\n  color: #ffffff;\n  min-width: 44px;\n  min-height: 44px;\n  line-height: 44px;\n  border-radius: 100px;\n  border-style: solid;\n  border-width: 0px;\n}\n.dt-icon-bg-on.shortcode-single-image-wrap.shortcode-single-image-de5dcde1c9a9e8f55ab0bf354d33a9f3 .rollover-icon {\n  background: rgba(255,255,255,0.3);\n  box-shadow: none;\n}\n<\/style><div class=\"shortcode-single-image-wrap shortcode-single-image-de5dcde1c9a9e8f55ab0bf354d33a9f3 alignnone  enable-bg-rollover dt-icon-bg-off\" style=\"margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; width:50px;\"><div class=\"shortcode-single-image\"><div class=\"fancy-media-wrap  layzr-bg\" style=\"\"><img loading=\"lazy\" decoding=\"async\" class=\"preload-me lazy-load\" src=\"data:image\/svg+xml,%3Csvg%20xmlns%3D&#39;http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg&#39;%20viewBox%3D&#39;0%200%2050%2050&#39;%2F%3E\" data-src=\"https:\/\/multilatinasforbesllyc.enforb.es\/wp-content\/uploads\/2021\/08\/Flag_Brasil-50x50.png\" data-srcset=\"https:\/\/multilatinasforbesllyc.enforb.es\/wp-content\/uploads\/2021\/08\/Flag_Brasil-50x50.png 50w, https:\/\/multilatinasforbesllyc.enforb.es\/wp-content\/uploads\/2021\/08\/Flag_Brasil-100x100.png 100w\" width=\"50\" height=\"50\"  data-dt-location=\"https:\/\/multilatinasforbesllyc.enforb.es\/en\/tendencias-clave\/liderando-mas-alla-del-negocio\/flag_brasil\/\" style=\"\" alt=\"\" \/><\/div><\/div><\/div>[\/vc_column_inner][\/vc_row_inner][vc_row_inner gap=&#8221;20&#8243;][vc_column_inner width=&#8221;1\/2&#8243;][vc_column_text]La fintech fundada en Brasil en el 2013 utiliza big data analytics, tanto para la toma de decisiones importantes de negocio como para basar la interacci\u00f3n con los <a href=\"https:\/\/blog.nubank.com.br\/data-science-nubank\/\" target=\"_blank\" rel=\"noopener\">clientes<\/a>. Este an\u00e1lisis permite, seg\u00fan informa la compa\u00f1\u00eda, definir el l\u00edmite de cr\u00e9dito para cada cliente, e incluso[\/vc_column_text][\/vc_column_inner][vc_column_inner width=&#8221;1\/2&#8243;][vc_column_text]identificar transacciones fraudulentas. En este sentido la startup considerada la s\u00e9ptima m\u00e1s valiosa del <a href=\"https:\/\/www.terra.com.br\/noticias\/tecnologia\/inovacao\/apos-aporte-nubank-e-a-setima-startup-mais-valiosa-do-mundo,a4330edc5e0ad9701143f732659\" target=\"_blank\" rel=\"noopener\">mundo<\/a>, por su valor de mercado, ha establecido el modelo de predicci\u00f3n de datos como una pol\u00edtica de gobernanza, y no solo como un apoyo lateral.[\/vc_column_text][\/vc_column_inner][\/vc_row_inner][\/vc_tta_section][vc_tta_section title=&#8221;PETROBRAS&#8221; tab_id=&#8221;1629924506451-744b4fb0-e986&#8243;][vc_row_inner equal_height=&#8221;yes&#8221; content_placement=&#8221;top&#8221; css=&#8221;.vc_custom_1630537398150{margin-top: -35px !important;margin-bottom: 10px !important;border-bottom-width: 1px !important;padding-bottom: 15px !important;border-bottom-color: #000000 !important;border-bottom-style: solid !important;}&#8221;][vc_column_inner width=&#8221;2\/6&#8243;]<style type=\"text\/css\" data-type=\"the7_shortcodes-inline-css\">.shortcode-single-image-wrap.shortcode-single-image-cf89f9617b70b6b734b2f6a7302b56a1.enable-bg-rollover .rollover i,\n.shortcode-single-image-wrap.shortcode-single-image-cf89f9617b70b6b734b2f6a7302b56a1.enable-bg-rollover .rollover-video i {\n  background: -webkit-linear-gradient();\n  background: linear-gradient();\n}\n.shortcode-single-image-wrap.shortcode-single-image-cf89f9617b70b6b734b2f6a7302b56a1 .rollover-icon {\n  font-size: 32px;\n  color: #ffffff;\n  min-width: 44px;\n  min-height: 44px;\n  line-height: 44px;\n  border-radius: 100px;\n  border-style: solid;\n  border-width: 0px;\n}\n.dt-icon-bg-on.shortcode-single-image-wrap.shortcode-single-image-cf89f9617b70b6b734b2f6a7302b56a1 .rollover-icon {\n  background: rgba(255,255,255,0.3);\n  box-shadow: none;\n}\n<\/style><div class=\"shortcode-single-image-wrap shortcode-single-image-cf89f9617b70b6b734b2f6a7302b56a1 alignnone  enable-bg-rollover dt-icon-bg-off\" style=\"margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; width:500px;\"><div class=\"shortcode-single-image\"><div class=\"fancy-media-wrap  layzr-bg\" style=\"\"><img loading=\"lazy\" decoding=\"async\" class=\"preload-me lazy-load\" src=\"data:image\/svg+xml,%3Csvg%20xmlns%3D&#39;http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg&#39;%20viewBox%3D&#39;0%200%20500%2099&#39;%2F%3E\" data-src=\"https:\/\/multilatinasforbesllyc.enforb.es\/wp-content\/uploads\/2021\/09\/05-Petrobras-500x99.png\" data-srcset=\"https:\/\/multilatinasforbesllyc.enforb.es\/wp-content\/uploads\/2021\/09\/05-Petrobras-500x99.png 500w, https:\/\/multilatinasforbesllyc.enforb.es\/wp-content\/uploads\/2021\/09\/05-Petrobras-1000x198.png 1000w\" width=\"500\" height=\"99\"  data-dt-location=\"https:\/\/multilatinasforbesllyc.enforb.es\/en\/tendencias-clave\/estableciendo-modelos-de-prediccion\/05-petrobras\/\" style=\"\" alt=\"\" \/><\/div><\/div><\/div>[\/vc_column_inner][vc_column_inner width=&#8221;3\/6&#8243;][\/vc_column_inner][vc_column_inner width=&#8221;1\/6&#8243;]<style type=\"text\/css\" data-type=\"the7_shortcodes-inline-css\">.shortcode-single-image-wrap.shortcode-single-image-de5dcde1c9a9e8f55ab0bf354d33a9f3.enable-bg-rollover .rollover i,\n.shortcode-single-image-wrap.shortcode-single-image-de5dcde1c9a9e8f55ab0bf354d33a9f3.enable-bg-rollover .rollover-video i {\n  background: -webkit-linear-gradient();\n  background: linear-gradient();\n}\n.shortcode-single-image-wrap.shortcode-single-image-de5dcde1c9a9e8f55ab0bf354d33a9f3 .rollover-icon {\n  font-size: 32px;\n  color: #ffffff;\n  min-width: 44px;\n  min-height: 44px;\n  line-height: 44px;\n  border-radius: 100px;\n  border-style: solid;\n  border-width: 0px;\n}\n.dt-icon-bg-on.shortcode-single-image-wrap.shortcode-single-image-de5dcde1c9a9e8f55ab0bf354d33a9f3 .rollover-icon {\n  background: rgba(255,255,255,0.3);\n  box-shadow: none;\n}\n<\/style><div class=\"shortcode-single-image-wrap shortcode-single-image-de5dcde1c9a9e8f55ab0bf354d33a9f3 alignnone  enable-bg-rollover dt-icon-bg-off\" style=\"margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; width:50px;\"><div class=\"shortcode-single-image\"><div class=\"fancy-media-wrap  layzr-bg\" style=\"\"><img loading=\"lazy\" decoding=\"async\" class=\"preload-me lazy-load\" src=\"data:image\/svg+xml,%3Csvg%20xmlns%3D&#39;http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg&#39;%20viewBox%3D&#39;0%200%2050%2050&#39;%2F%3E\" data-src=\"https:\/\/multilatinasforbesllyc.enforb.es\/wp-content\/uploads\/2021\/08\/Flag_Brasil-50x50.png\" data-srcset=\"https:\/\/multilatinasforbesllyc.enforb.es\/wp-content\/uploads\/2021\/08\/Flag_Brasil-50x50.png 50w, https:\/\/multilatinasforbesllyc.enforb.es\/wp-content\/uploads\/2021\/08\/Flag_Brasil-100x100.png 100w\" width=\"50\" height=\"50\"  data-dt-location=\"https:\/\/multilatinasforbesllyc.enforb.es\/en\/tendencias-clave\/liderando-mas-alla-del-negocio\/flag_brasil\/\" style=\"\" alt=\"\" \/><\/div><\/div><\/div>[\/vc_column_inner][\/vc_row_inner][vc_row_inner gap=&#8221;20&#8243;][vc_column_inner width=&#8221;1\/2&#8243;][vc_column_text]Con la finalidad de hacer el proceso de identificaci\u00f3n, estudios y extracci\u00f3n mucho m\u00e1s eficiente, la firma petrolera brasile\u00f1a ha implementado un sistema de miner\u00eda, estructuraci\u00f3n y an\u00e1lisis de grandes cantidades de datos en su planificaci\u00f3n. [\/vc_column_text][\/vc_column_inner][vc_column_inner width=&#8221;1\/2&#8243;][vc_column_text]Mediante el software <a href=\"https:\/\/www.bi-spain.com\/articulo\/petrobras-elige-sas-analytics-para-expandir-su-negocio-energetico\/\" target=\"_blank\" rel=\"noopener\">Sas Analytics<\/a>, Petrobras se ha apoyado en el procesamiento de grandes vol\u00famenes de datos para asumir el desaf\u00edo de \u201canalizar rocas de entre 5 y 150 millones de a\u00f1os y tomar decisiones m\u00e1s eficientes\u201d.[\/vc_column_text][\/vc_column_inner][\/vc_row_inner][\/vc_tta_section][vc_tta_section title=&#8221;Alicorp&#8221; tab_id=&#8221;1629924505383-9d4728a9-f6e9&#8243;][vc_row_inner equal_height=&#8221;yes&#8221; content_placement=&#8221;top&#8221; css=&#8221;.vc_custom_1630537611759{margin-top: -35px !important;margin-bottom: 10px !important;border-bottom-width: 1px !important;padding-bottom: 15px !important;border-bottom-color: #000000 !important;border-bottom-style: solid !important;}&#8221;][vc_column_inner width=&#8221;2\/6&#8243;]<style type=\"text\/css\" data-type=\"the7_shortcodes-inline-css\">.shortcode-single-image-wrap.shortcode-single-image-f145040090da702c3787880f9bcecebb.enable-bg-rollover .rollover i,\n.shortcode-single-image-wrap.shortcode-single-image-f145040090da702c3787880f9bcecebb.enable-bg-rollover .rollover-video i {\n  background: -webkit-linear-gradient();\n  background: linear-gradient();\n}\n.shortcode-single-image-wrap.shortcode-single-image-f145040090da702c3787880f9bcecebb .rollover-icon {\n  font-size: 32px;\n  color: #ffffff;\n  min-width: 44px;\n  min-height: 44px;\n  line-height: 44px;\n  border-radius: 100px;\n  border-style: solid;\n  border-width: 0px;\n}\n.dt-icon-bg-on.shortcode-single-image-wrap.shortcode-single-image-f145040090da702c3787880f9bcecebb .rollover-icon {\n  background: rgba(255,255,255,0.3);\n  box-shadow: none;\n}\n<\/style><div class=\"shortcode-single-image-wrap shortcode-single-image-f145040090da702c3787880f9bcecebb alignnone  enable-bg-rollover dt-icon-bg-off\" style=\"margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; width:500px;\"><div class=\"shortcode-single-image\"><div class=\"fancy-media-wrap  layzr-bg\" style=\"border-radius:500px;\"><img loading=\"lazy\" decoding=\"async\" class=\"preload-me lazy-load\" src=\"data:image\/svg+xml,%3Csvg%20xmlns%3D&#39;http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg&#39;%20viewBox%3D&#39;0%200%20279%2079&#39;%2F%3E\" data-src=\"https:\/\/multilatinasforbesllyc.enforb.es\/wp-content\/uploads\/2021\/09\/alicorp.png\" data-srcset=\"https:\/\/multilatinasforbesllyc.enforb.es\/wp-content\/uploads\/2021\/09\/alicorp.png 279w\" width=\"279\" height=\"79\"  data-dt-location=\"https:\/\/multilatinasforbesllyc.enforb.es\/en\/tendencias-clave\/estableciendo-modelos-de-prediccion\/alicorp\/\" style=\"border-radius:500px;\" alt=\"\" \/><\/div><\/div><\/div>[\/vc_column_inner][vc_column_inner width=&#8221;3\/6&#8243;][\/vc_column_inner][vc_column_inner width=&#8221;1\/6&#8243;]<style type=\"text\/css\" data-type=\"the7_shortcodes-inline-css\">.shortcode-single-image-wrap.shortcode-single-image-8fe70c4beb8cb3d222c6fb052f8c4b49.enable-bg-rollover .rollover i,\n.shortcode-single-image-wrap.shortcode-single-image-8fe70c4beb8cb3d222c6fb052f8c4b49.enable-bg-rollover .rollover-video i {\n  background: -webkit-linear-gradient();\n  background: linear-gradient();\n}\n.shortcode-single-image-wrap.shortcode-single-image-8fe70c4beb8cb3d222c6fb052f8c4b49 .rollover-icon {\n  font-size: 32px;\n  color: #ffffff;\n  min-width: 44px;\n  min-height: 44px;\n  line-height: 44px;\n  border-radius: 100px;\n  border-style: solid;\n  border-width: 0px;\n}\n.dt-icon-bg-on.shortcode-single-image-wrap.shortcode-single-image-8fe70c4beb8cb3d222c6fb052f8c4b49 .rollover-icon {\n  background: rgba(255,255,255,0.3);\n  box-shadow: none;\n}\n<\/style><div class=\"shortcode-single-image-wrap shortcode-single-image-8fe70c4beb8cb3d222c6fb052f8c4b49 alignnone  enable-bg-rollover dt-icon-bg-off\" style=\"margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; width:50px;\"><div class=\"shortcode-single-image\"><div class=\"fancy-media-wrap  layzr-bg\" style=\"\"><img loading=\"lazy\" decoding=\"async\" class=\"preload-me lazy-load\" src=\"data:image\/svg+xml,%3Csvg%20xmlns%3D&#39;http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg&#39;%20viewBox%3D&#39;0%200%2050%2050&#39;%2F%3E\" data-src=\"https:\/\/multilatinasforbesllyc.enforb.es\/wp-content\/uploads\/2021\/08\/Flag_Peru-50x50.png\" data-srcset=\"https:\/\/multilatinasforbesllyc.enforb.es\/wp-content\/uploads\/2021\/08\/Flag_Peru-50x50.png 50w, https:\/\/multilatinasforbesllyc.enforb.es\/wp-content\/uploads\/2021\/08\/Flag_Peru-100x100.png 100w\" width=\"50\" height=\"50\"  data-dt-location=\"https:\/\/multilatinasforbesllyc.enforb.es\/en\/tendencias-clave\/liderando-mas-alla-del-negocio\/flag_peru\/\" style=\"\" alt=\"\" \/><\/div><\/div><\/div>[\/vc_column_inner][\/vc_row_inner][vc_row_inner gap=&#8221;20&#8243;][vc_column_inner width=&#8221;1\/2&#8243;][vc_column_text]En b\u00fasqueda de los alimentos del futuro, la empresa alimenticia peruana, con operaciones en Argentina, Brasil, Bolivia, Chile, Colombia, Ecuador, Honduras, M\u00e9xico y Uruguay, hizo una alianza con UTEC Ventures para crear un programa que impulse la b\u00fasqueda de alimentos m\u00e1s sanos en Am\u00e9rica Latina.[\/vc_column_text][\/vc_column_inner][vc_column_inner width=&#8221;1\/2&#8243;][vc_column_text]Este esfuerzo apunta a conseguir la seguridad alimentaria en un futuro con retos como el cambio clim\u00e1tico y la escasez de insumos. Para esto utilizan herramientas de Inteligencia Artificial, Machine Learning, estructuraci\u00f3n y an\u00e1lisis de big data y el internet de las <a href=\"https:\/\/www.americaeconomia.com\/negocios-industrias-multilatinas\/la-peruana-de-consumo-masivo-alicorp-se-lanza-la-caza-de-startups\" target=\"_blank\" rel=\"noopener\">cosas<\/a>.[\/vc_column_text][\/vc_column_inner][\/vc_row_inner][\/vc_tta_section][\/vc_tta_tour][\/vc_column][\/vc_row][vc_row full_width=&#8221;stretch_row&#8221; css=&#8221;.vc_custom_1629998092681{background-color: #f2f2f2 !important;}&#8221;][vc_column][vc_tta_pageable no_fill_content_area=&#8221;true&#8221; active_section=&#8221;1&#8243; pagination_color=&#8221;black&#8221;][vc_tta_section title=&#8221;NU bank&#8221; tab_id=&#8221;1632245492795-5cb38fd6-4220&#8243;][vc_row_inner equal_height=&#8221;yes&#8221; content_placement=&#8221;top&#8221; css=&#8221;.vc_custom_1630537214230{margin-top: -35px !important;margin-bottom: 10px !important;border-bottom-width: 1px !important;padding-bottom: 15px !important;border-bottom-color: #000000 !important;border-bottom-style: solid !important;}&#8221;][vc_column_inner width=&#8221;2\/6&#8243;]<style type=\"text\/css\" data-type=\"the7_shortcodes-inline-css\">.shortcode-single-image-wrap.shortcode-single-image-69a27488fd641d2b457fb3208c5b38cc.enable-bg-rollover .rollover i,\n.shortcode-single-image-wrap.shortcode-single-image-69a27488fd641d2b457fb3208c5b38cc.enable-bg-rollover .rollover-video i {\n  background: -webkit-linear-gradient();\n  background: linear-gradient();\n}\n.shortcode-single-image-wrap.shortcode-single-image-69a27488fd641d2b457fb3208c5b38cc .rollover-icon {\n  font-size: 32px;\n  color: #ffffff;\n  min-width: 44px;\n  min-height: 44px;\n  line-height: 44px;\n  border-radius: 100px;\n  border-style: solid;\n  border-width: 0px;\n}\n.dt-icon-bg-on.shortcode-single-image-wrap.shortcode-single-image-69a27488fd641d2b457fb3208c5b38cc .rollover-icon {\n  background: rgba(255,255,255,0.3);\n  box-shadow: none;\n}\n<\/style><div class=\"shortcode-single-image-wrap shortcode-single-image-69a27488fd641d2b457fb3208c5b38cc alignnone  enable-bg-rollover dt-icon-bg-off\" style=\"margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; width:500px;\"><div class=\"shortcode-single-image\"><div class=\"fancy-media-wrap  layzr-bg\" style=\"\"><img loading=\"lazy\" decoding=\"async\" class=\"preload-me lazy-load\" src=\"data:image\/svg+xml,%3Csvg%20xmlns%3D&#39;http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg&#39;%20viewBox%3D&#39;0%200%20500%20205&#39;%2F%3E\" data-src=\"https:\/\/multilatinasforbesllyc.enforb.es\/wp-content\/uploads\/2021\/09\/nubank-500x205.png\" data-srcset=\"https:\/\/multilatinasforbesllyc.enforb.es\/wp-content\/uploads\/2021\/09\/nubank-500x205.png 500w, https:\/\/multilatinasforbesllyc.enforb.es\/wp-content\/uploads\/2021\/09\/nubank-1000x410.png 1000w\" width=\"500\" height=\"205\"  data-dt-location=\"https:\/\/multilatinasforbesllyc.enforb.es\/en\/tendencias-clave\/estableciendo-modelos-de-prediccion\/nubank\/\" style=\"\" alt=\"\" \/><\/div><\/div><\/div>[\/vc_column_inner][vc_column_inner width=&#8221;3\/6&#8243;][\/vc_column_inner][vc_column_inner width=&#8221;1\/6&#8243;]<style type=\"text\/css\" data-type=\"the7_shortcodes-inline-css\">.shortcode-single-image-wrap.shortcode-single-image-de5dcde1c9a9e8f55ab0bf354d33a9f3.enable-bg-rollover .rollover i,\n.shortcode-single-image-wrap.shortcode-single-image-de5dcde1c9a9e8f55ab0bf354d33a9f3.enable-bg-rollover .rollover-video i {\n  background: -webkit-linear-gradient();\n  background: linear-gradient();\n}\n.shortcode-single-image-wrap.shortcode-single-image-de5dcde1c9a9e8f55ab0bf354d33a9f3 .rollover-icon {\n  font-size: 32px;\n  color: #ffffff;\n  min-width: 44px;\n  min-height: 44px;\n  line-height: 44px;\n  border-radius: 100px;\n  border-style: solid;\n  border-width: 0px;\n}\n.dt-icon-bg-on.shortcode-single-image-wrap.shortcode-single-image-de5dcde1c9a9e8f55ab0bf354d33a9f3 .rollover-icon {\n  background: rgba(255,255,255,0.3);\n  box-shadow: none;\n}\n<\/style><div class=\"shortcode-single-image-wrap shortcode-single-image-de5dcde1c9a9e8f55ab0bf354d33a9f3 alignnone  enable-bg-rollover dt-icon-bg-off\" style=\"margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; width:50px;\"><div class=\"shortcode-single-image\"><div class=\"fancy-media-wrap  layzr-bg\" style=\"\"><img loading=\"lazy\" decoding=\"async\" class=\"preload-me lazy-load\" src=\"data:image\/svg+xml,%3Csvg%20xmlns%3D&#39;http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg&#39;%20viewBox%3D&#39;0%200%2050%2050&#39;%2F%3E\" data-src=\"https:\/\/multilatinasforbesllyc.enforb.es\/wp-content\/uploads\/2021\/08\/Flag_Brasil-50x50.png\" data-srcset=\"https:\/\/multilatinasforbesllyc.enforb.es\/wp-content\/uploads\/2021\/08\/Flag_Brasil-50x50.png 50w, https:\/\/multilatinasforbesllyc.enforb.es\/wp-content\/uploads\/2021\/08\/Flag_Brasil-100x100.png 100w\" width=\"50\" height=\"50\"  data-dt-location=\"https:\/\/multilatinasforbesllyc.enforb.es\/en\/tendencias-clave\/liderando-mas-alla-del-negocio\/flag_brasil\/\" style=\"\" alt=\"\" \/><\/div><\/div><\/div>[\/vc_column_inner][\/vc_row_inner][vc_row_inner gap=&#8221;20&#8243;][vc_column_inner width=&#8221;1\/2&#8243;][vc_column_text]The fintech founded in Brazil in 2013 uses big data analytics, both to make important business decisions and to base interaction with <a href=\"https:\/\/blog.nubank.com.br\/data-science-nubank\/\">customers<\/a>. This analysis allows, according to the company, to define the credit limit for each client.[\/vc_column_text][\/vc_column_inner][vc_column_inner width=&#8221;1\/2&#8243;][vc_column_text]In this sense, the startup considered the seventh most valuable in the <a href=\"https:\/\/www.terra.com.br\/noticias\/tecnologia\/inovacao\/apos-aporte-nubank-e-a-setima-startup-mais-valiosa-do-mundo,a4330edc5e0ad9701143f732659\">world<\/a> for its market value, has established the data prediction model as a governance policy, and not only as lateral support.[\/vc_column_text][\/vc_column_inner][\/vc_row_inner][\/vc_tta_section][vc_tta_section title=&#8221;PETROBRAS&#8221; tab_id=&#8221;1632245492818-4167eda2-d8cc&#8221;][vc_row_inner equal_height=&#8221;yes&#8221; content_placement=&#8221;top&#8221; css=&#8221;.vc_custom_1630537398150{margin-top: -35px !important;margin-bottom: 10px !important;border-bottom-width: 1px !important;padding-bottom: 15px !important;border-bottom-color: #000000 !important;border-bottom-style: solid !important;}&#8221;][vc_column_inner width=&#8221;2\/6&#8243;]<style type=\"text\/css\" data-type=\"the7_shortcodes-inline-css\">.shortcode-single-image-wrap.shortcode-single-image-cf89f9617b70b6b734b2f6a7302b56a1.enable-bg-rollover .rollover i,\n.shortcode-single-image-wrap.shortcode-single-image-cf89f9617b70b6b734b2f6a7302b56a1.enable-bg-rollover .rollover-video i {\n  background: -webkit-linear-gradient();\n  background: linear-gradient();\n}\n.shortcode-single-image-wrap.shortcode-single-image-cf89f9617b70b6b734b2f6a7302b56a1 .rollover-icon {\n  font-size: 32px;\n  color: #ffffff;\n  min-width: 44px;\n  min-height: 44px;\n  line-height: 44px;\n  border-radius: 100px;\n  border-style: solid;\n  border-width: 0px;\n}\n.dt-icon-bg-on.shortcode-single-image-wrap.shortcode-single-image-cf89f9617b70b6b734b2f6a7302b56a1 .rollover-icon {\n  background: rgba(255,255,255,0.3);\n  box-shadow: none;\n}\n<\/style><div class=\"shortcode-single-image-wrap shortcode-single-image-cf89f9617b70b6b734b2f6a7302b56a1 alignnone  enable-bg-rollover dt-icon-bg-off\" style=\"margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; width:500px;\"><div class=\"shortcode-single-image\"><div class=\"fancy-media-wrap  layzr-bg\" style=\"\"><img loading=\"lazy\" decoding=\"async\" class=\"preload-me lazy-load\" src=\"data:image\/svg+xml,%3Csvg%20xmlns%3D&#39;http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg&#39;%20viewBox%3D&#39;0%200%20500%2099&#39;%2F%3E\" data-src=\"https:\/\/multilatinasforbesllyc.enforb.es\/wp-content\/uploads\/2021\/09\/05-Petrobras-500x99.png\" data-srcset=\"https:\/\/multilatinasforbesllyc.enforb.es\/wp-content\/uploads\/2021\/09\/05-Petrobras-500x99.png 500w, https:\/\/multilatinasforbesllyc.enforb.es\/wp-content\/uploads\/2021\/09\/05-Petrobras-1000x198.png 1000w\" width=\"500\" height=\"99\"  data-dt-location=\"https:\/\/multilatinasforbesllyc.enforb.es\/en\/tendencias-clave\/estableciendo-modelos-de-prediccion\/05-petrobras\/\" style=\"\" alt=\"\" \/><\/div><\/div><\/div>[\/vc_column_inner][vc_column_inner width=&#8221;3\/6&#8243;][\/vc_column_inner][vc_column_inner width=&#8221;1\/6&#8243;]<style type=\"text\/css\" data-type=\"the7_shortcodes-inline-css\">.shortcode-single-image-wrap.shortcode-single-image-de5dcde1c9a9e8f55ab0bf354d33a9f3.enable-bg-rollover .rollover i,\n.shortcode-single-image-wrap.shortcode-single-image-de5dcde1c9a9e8f55ab0bf354d33a9f3.enable-bg-rollover .rollover-video i {\n  background: -webkit-linear-gradient();\n  background: linear-gradient();\n}\n.shortcode-single-image-wrap.shortcode-single-image-de5dcde1c9a9e8f55ab0bf354d33a9f3 .rollover-icon {\n  font-size: 32px;\n  color: #ffffff;\n  min-width: 44px;\n  min-height: 44px;\n  line-height: 44px;\n  border-radius: 100px;\n  border-style: solid;\n  border-width: 0px;\n}\n.dt-icon-bg-on.shortcode-single-image-wrap.shortcode-single-image-de5dcde1c9a9e8f55ab0bf354d33a9f3 .rollover-icon {\n  background: rgba(255,255,255,0.3);\n  box-shadow: none;\n}\n<\/style><div class=\"shortcode-single-image-wrap shortcode-single-image-de5dcde1c9a9e8f55ab0bf354d33a9f3 alignnone  enable-bg-rollover dt-icon-bg-off\" style=\"margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; width:50px;\"><div class=\"shortcode-single-image\"><div class=\"fancy-media-wrap  layzr-bg\" style=\"\"><img loading=\"lazy\" decoding=\"async\" class=\"preload-me lazy-load\" src=\"data:image\/svg+xml,%3Csvg%20xmlns%3D&#39;http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg&#39;%20viewBox%3D&#39;0%200%2050%2050&#39;%2F%3E\" data-src=\"https:\/\/multilatinasforbesllyc.enforb.es\/wp-content\/uploads\/2021\/08\/Flag_Brasil-50x50.png\" data-srcset=\"https:\/\/multilatinasforbesllyc.enforb.es\/wp-content\/uploads\/2021\/08\/Flag_Brasil-50x50.png 50w, https:\/\/multilatinasforbesllyc.enforb.es\/wp-content\/uploads\/2021\/08\/Flag_Brasil-100x100.png 100w\" width=\"50\" height=\"50\"  data-dt-location=\"https:\/\/multilatinasforbesllyc.enforb.es\/en\/tendencias-clave\/liderando-mas-alla-del-negocio\/flag_brasil\/\" style=\"\" alt=\"\" \/><\/div><\/div><\/div>[\/vc_column_inner][\/vc_row_inner][vc_row_inner gap=&#8221;20&#8243;][vc_column_inner width=&#8221;1\/2&#8243;][vc_column_text]In order to make the process of identification, studies, and extraction much more efficient, the Brazilian oil firm has implemented a system of mining, structuring, and analysis of large amounts of data in its planning.[\/vc_column_text][\/vc_column_inner][vc_column_inner width=&#8221;1\/2&#8243;][vc_column_text]Through the <a href=\"https:\/\/www.bi-spain.com\/articulo\/petrobras-elige-sas-analytics-para-expandir-su-negocio-energetico\/\">Sas Analytics<\/a> software, Petrobras has relied on the processing of large volumes of data to take on the challenge of &#8220;analyzing rocks between 5 and 150 million years old and making more efficient decisions&#8221;.[\/vc_column_text][\/vc_column_inner][\/vc_row_inner][\/vc_tta_section][vc_tta_section title=&#8221;Alicorp&#8221; tab_id=&#8221;1632245542417-2e6a6532-6d89&#8243;][vc_row_inner equal_height=&#8221;yes&#8221; content_placement=&#8221;top&#8221; css=&#8221;.vc_custom_1630537611759{margin-top: -35px !important;margin-bottom: 10px !important;border-bottom-width: 1px !important;padding-bottom: 15px !important;border-bottom-color: #000000 !important;border-bottom-style: solid !important;}&#8221;][vc_column_inner width=&#8221;2\/6&#8243;]<style type=\"text\/css\" data-type=\"the7_shortcodes-inline-css\">.shortcode-single-image-wrap.shortcode-single-image-f145040090da702c3787880f9bcecebb.enable-bg-rollover .rollover i,\n.shortcode-single-image-wrap.shortcode-single-image-f145040090da702c3787880f9bcecebb.enable-bg-rollover .rollover-video i {\n  background: -webkit-linear-gradient();\n  background: linear-gradient();\n}\n.shortcode-single-image-wrap.shortcode-single-image-f145040090da702c3787880f9bcecebb .rollover-icon {\n  font-size: 32px;\n  color: #ffffff;\n  min-width: 44px;\n  min-height: 44px;\n  line-height: 44px;\n  border-radius: 100px;\n  border-style: solid;\n  border-width: 0px;\n}\n.dt-icon-bg-on.shortcode-single-image-wrap.shortcode-single-image-f145040090da702c3787880f9bcecebb .rollover-icon {\n  background: rgba(255,255,255,0.3);\n  box-shadow: none;\n}\n<\/style><div class=\"shortcode-single-image-wrap shortcode-single-image-f145040090da702c3787880f9bcecebb alignnone  enable-bg-rollover dt-icon-bg-off\" style=\"margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; width:500px;\"><div class=\"shortcode-single-image\"><div class=\"fancy-media-wrap  layzr-bg\" style=\"border-radius:500px;\"><img loading=\"lazy\" decoding=\"async\" class=\"preload-me lazy-load\" src=\"data:image\/svg+xml,%3Csvg%20xmlns%3D&#39;http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg&#39;%20viewBox%3D&#39;0%200%20279%2079&#39;%2F%3E\" data-src=\"https:\/\/multilatinasforbesllyc.enforb.es\/wp-content\/uploads\/2021\/09\/alicorp.png\" data-srcset=\"https:\/\/multilatinasforbesllyc.enforb.es\/wp-content\/uploads\/2021\/09\/alicorp.png 279w\" width=\"279\" height=\"79\"  data-dt-location=\"https:\/\/multilatinasforbesllyc.enforb.es\/en\/tendencias-clave\/estableciendo-modelos-de-prediccion\/alicorp\/\" style=\"border-radius:500px;\" alt=\"\" \/><\/div><\/div><\/div>[\/vc_column_inner][vc_column_inner width=&#8221;3\/6&#8243;][\/vc_column_inner][vc_column_inner width=&#8221;1\/6&#8243;]<style type=\"text\/css\" data-type=\"the7_shortcodes-inline-css\">.shortcode-single-image-wrap.shortcode-single-image-8fe70c4beb8cb3d222c6fb052f8c4b49.enable-bg-rollover .rollover i,\n.shortcode-single-image-wrap.shortcode-single-image-8fe70c4beb8cb3d222c6fb052f8c4b49.enable-bg-rollover .rollover-video i {\n  background: -webkit-linear-gradient();\n  background: linear-gradient();\n}\n.shortcode-single-image-wrap.shortcode-single-image-8fe70c4beb8cb3d222c6fb052f8c4b49 .rollover-icon {\n  font-size: 32px;\n  color: #ffffff;\n  min-width: 44px;\n  min-height: 44px;\n  line-height: 44px;\n  border-radius: 100px;\n  border-style: solid;\n  border-width: 0px;\n}\n.dt-icon-bg-on.shortcode-single-image-wrap.shortcode-single-image-8fe70c4beb8cb3d222c6fb052f8c4b49 .rollover-icon {\n  background: rgba(255,255,255,0.3);\n  box-shadow: none;\n}\n<\/style><div class=\"shortcode-single-image-wrap shortcode-single-image-8fe70c4beb8cb3d222c6fb052f8c4b49 alignnone  enable-bg-rollover dt-icon-bg-off\" style=\"margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; width:50px;\"><div class=\"shortcode-single-image\"><div class=\"fancy-media-wrap  layzr-bg\" style=\"\"><img loading=\"lazy\" decoding=\"async\" class=\"preload-me lazy-load\" src=\"data:image\/svg+xml,%3Csvg%20xmlns%3D&#39;http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg&#39;%20viewBox%3D&#39;0%200%2050%2050&#39;%2F%3E\" data-src=\"https:\/\/multilatinasforbesllyc.enforb.es\/wp-content\/uploads\/2021\/08\/Flag_Peru-50x50.png\" data-srcset=\"https:\/\/multilatinasforbesllyc.enforb.es\/wp-content\/uploads\/2021\/08\/Flag_Peru-50x50.png 50w, https:\/\/multilatinasforbesllyc.enforb.es\/wp-content\/uploads\/2021\/08\/Flag_Peru-100x100.png 100w\" width=\"50\" height=\"50\"  data-dt-location=\"https:\/\/multilatinasforbesllyc.enforb.es\/en\/tendencias-clave\/liderando-mas-alla-del-negocio\/flag_peru\/\" style=\"\" alt=\"\" \/><\/div><\/div><\/div>[\/vc_column_inner][\/vc_row_inner][vc_row_inner gap=&#8221;20&#8243;][vc_column_inner width=&#8221;1\/2&#8243;][vc_column_text]In search of the food of the future, the Peruvian food company, with operations in Argentina, Brazil, Bolivia, Chile, Colombia, Ecuador, Honduras, Mexico, and Uruguay, partnered with UTEC Ventures to create a program to boost the research for healthier food in Latin America.[\/vc_column_text][\/vc_column_inner][vc_column_inner width=&#8221;1\/2&#8243;][vc_column_text]This effort aims to achieve food security in the future with challenges such as climate change and scarcity of supplies. For this, they use tools of Artificial Intelligence, Machine Learning, big data structuring and analysis, and the internet of <a href=\"https:\/\/www.americaeconomia.com\/negocios-industrias-multilatinas\/la-peruana-de-consumo-masivo-alicorp-se-lanza-la-caza-de-startups\">things<\/a>.[\/vc_column_text][\/vc_column_inner][\/vc_row_inner][\/vc_tta_section][\/vc_tta_pageable][\/vc_column][\/vc_row][vc_row full_width=&#8221;stretch_row&#8221; gap=&#8221;10&#8243; css=&#8221;.vc_custom_1631285467033{padding-top: 20px !important;background-color: #000000 !important;}&#8221;][vc_column width=&#8221;2\/3&#8243; css=&#8221;.vc_custom_1631052153072{padding: 2% !important;}&#8221;]<style type=\"text\/css\" data-type=\"the7_shortcodes-inline-css\">.shortcode-single-image-wrap.shortcode-single-image-701e55e66becb78a1be375bf1d3ea677.enable-bg-rollover .rollover i,\n.shortcode-single-image-wrap.shortcode-single-image-701e55e66becb78a1be375bf1d3ea677.enable-bg-rollover .rollover-video i {\n  background: -webkit-linear-gradient();\n  background: linear-gradient();\n}\n.shortcode-single-image-wrap.shortcode-single-image-701e55e66becb78a1be375bf1d3ea677 .rollover-icon {\n  font-size: 32px;\n  color: #ffffff;\n  min-width: 44px;\n  min-height: 44px;\n  line-height: 44px;\n  border-radius: 100px;\n  border-style: solid;\n  border-width: 0px;\n}\n.dt-icon-bg-on.shortcode-single-image-wrap.shortcode-single-image-701e55e66becb78a1be375bf1d3ea677 .rollover-icon {\n  background: rgba(255,255,255,0.3);\n  box-shadow: none;\n}\n<\/style><div class=\"shortcode-single-image-wrap shortcode-single-image-701e55e66becb78a1be375bf1d3ea677 alignleft  enable-bg-rollover dt-icon-bg-off\" style=\"margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; width:350px;\"><div class=\"shortcode-single-image\"><div class=\"fancy-media-wrap  layzr-bg\" style=\"\"><img loading=\"lazy\" decoding=\"async\" class=\"preload-me lazy-load\" src=\"data:image\/svg+xml,%3Csvg%20xmlns%3D&#39;http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg&#39;%20viewBox%3D&#39;0%200%20350%2037&#39;%2F%3E\" data-src=\"https:\/\/multilatinasforbesllyc.enforb.es\/wp-content\/uploads\/2021\/09\/logo-forbe-llyx500-1-350x37.png\" data-srcset=\"https:\/\/multilatinasforbesllyc.enforb.es\/wp-content\/uploads\/2021\/09\/logo-forbe-llyx500-1-350x37.png 350w, https:\/\/multilatinasforbesllyc.enforb.es\/wp-content\/uploads\/2021\/09\/logo-forbe-llyx500-1.png 501w\" width=\"350\" height=\"37\"  data-dt-location=\"https:\/\/multilatinasforbesllyc.enforb.es\/en\/conclusiones\/logo-forbe-llyx500-1\/\" style=\"\" alt=\"\" \/><\/div><\/div><\/div>[vc_empty_space][vc_custom_heading text=&#8221;Download the report&#8221; font_container=&#8221;tag:h3|font_size:40px|text_align:left|color:%23ffffff|line_height:40px&#8221; use_theme_fonts=&#8221;yes&#8221;][\/vc_column][vc_column width=&#8221;1\/3&#8243;][vc_btn title=&#8221;Download&#8221; style=&#8221;flat&#8221; shape=&#8221;square&#8221; color=&#8221;juicy-pink&#8221; align=&#8221;center&#8221; i_icon_fontawesome=&#8221;fas fa-download&#8221; button_block=&#8221;true&#8221; add_icon=&#8221;true&#8221; el_class=&#8221;download-button&#8221;][\/vc_column][\/vc_row][vc_row css_animation=&#8221;fadeIn&#8221; css=&#8221;.vc_custom_1630521916937{padding-top: 5% !important;padding-bottom: 5% !important;}&#8221;][vc_column][vc_row_inner gap=&#8221;30&#8243;][vc_column_inner el_class=&#8221;custom-height&#8221; width=&#8221;2\/3&#8243; css=&#8221;.vc_custom_1632240049612{padding-top: 70px !important;padding-right: 10% !important;padding-bottom: 70px !important;padding-left: 10% !important;background-image: url(https:\/\/multilatinasforbesllyc.enforb.es\/wp-content\/uploads\/2021\/08\/multilatinas.png?id=3465) !important;background-position: center !important;background-repeat: no-repeat !important;background-size: cover !important;}&#8221; el_id=&#8221;tendencia-clave&#8221;]<div id=\"ultimate-heading-651469d0eefd43dfb\" class=\"uvc-heading ult-adjust-bottom-margin ultimate-heading-651469d0eefd43dfb uvc-1374 \" data-hspacer=\"no_spacer\"  data-halign=\"left\" style=\"text-align:left\"><div class=\"uvc-heading-spacer no_spacer\" style=\"top\"><\/div><div class=\"uvc-main-heading ult-responsive\"  data-ultimate-target='.uvc-heading.ultimate-heading-651469d0eefd43dfb h2'  data-responsive-json-new='{\"font-size\":\"desktop:50px;\",\"line-height\":\"desktop:60px;\"}' ><h2 style=\"font-weight:bold;color:#ffffff;\">1.<\/h2><\/div><div class=\"uvc-sub-heading ult-responsive\"  data-ultimate-target='.uvc-heading.ultimate-heading-651469d0eefd43dfb .uvc-sub-heading '  data-responsive-json-new='{\"font-size\":\"\",\"line-height\":\"\"}'  style=\"font-weight:normal;color:#ffffff;\"><\/p>\n<h4 style=\"color: white;\">KEY TRENDS<\/h4>\n<p><a class=\"index\" title=\"TENDENCIAS CLAVE\" href=\"\/tendencias-clave\/\">This new normal, post-pandemic and post-crisis, poses complex environments to which companies can not only respond.<\/a><\/div><\/div>[\/vc_column_inner][vc_column_inner el_class=&#8221;custom-height&#8221; width=&#8221;1\/3&#8243; css=&#8221;.vc_custom_1630594542277{border-top-width: 3px !important;border-right-width: 3px !important;border-bottom-width: 3px !important;border-left-width: 3px !important;padding-top: 15% !important;padding-right: 10% !important;padding-bottom: 15% !important;padding-left: 10% !important;border-left-color: #000000 !important;border-left-style: solid !important;border-right-color: #000000 !important;border-right-style: solid !important;border-top-color: #000000 !important;border-top-style: solid !important;border-bottom-color: #000000 !important;border-bottom-style: solid !important;}&#8221; el_id=&#8221;liderando&#8221;]<div id=\"ultimate-heading-26369d0eefd43e5c\" class=\"uvc-heading ult-adjust-bottom-margin ultimate-heading-26369d0eefd43e5c uvc-1529 \" data-hspacer=\"no_spacer\"  data-halign=\"left\" style=\"text-align:left\"><div class=\"uvc-heading-spacer no_spacer\" style=\"top\"><\/div><div class=\"uvc-main-heading ult-responsive\"  data-ultimate-target='.uvc-heading.ultimate-heading-26369d0eefd43e5c h2'  data-responsive-json-new='{\"font-size\":\"desktop:50px;\",\"line-height\":\"desktop:60px;\"}' ><h2 style=\"font-weight:bold;color:#ff0000;\">ONE<\/h2><\/div><div class=\"uvc-sub-heading ult-responsive\"  data-ultimate-target='.uvc-heading.ultimate-heading-26369d0eefd43e5c .uvc-sub-heading '  data-responsive-json-new='{\"font-size\":\"\",\"line-height\":\"\"}'  style=\"font-weight:normal;\"><\/p>\n<h4>Leading Beyond the Business<\/h4>\n<p>This concept expresses a version of the top executives of companies that function as key ambassadors&#8230;<\/div><\/div>[\/vc_column_inner][vc_column_inner el_class=&#8221;custom-height&#8221; width=&#8221;1\/3&#8243; css=&#8221;.vc_custom_1632240213370{border-top-width: 3px !important;border-right-width: 3px !important;border-bottom-width: 3px !important;border-left-width: 3px !important;padding-top: 6% !important;padding-right: 10% !important;padding-bottom: 6% !important;padding-left: 10% !important;border-left-color: #000000 !important;border-left-style: solid !important;border-right-color: #000000 !important;border-right-style: solid !important;border-top-color: #000000 !important;border-top-style: solid !important;border-bottom-color: #000000 !important;border-bottom-style: solid !important;}&#8221; el_id=&#8221;automatizacion&#8221;]<div id=\"ultimate-heading-257669d0eefd43ea0\" class=\"uvc-heading ult-adjust-bottom-margin ultimate-heading-257669d0eefd43ea0 uvc-2950 \" data-hspacer=\"no_spacer\"  data-halign=\"left\" style=\"text-align:left\"><div class=\"uvc-heading-spacer no_spacer\" style=\"top\"><\/div><div class=\"uvc-main-heading ult-responsive\"  data-ultimate-target='.uvc-heading.ultimate-heading-257669d0eefd43ea0 h2'  data-responsive-json-new='{\"font-size\":\"desktop:50px;\",\"line-height\":\"desktop:60px;\"}' ><h2 style=\"font-weight:bold;color:#ff0000;\">TWO<\/h2><\/div><div class=\"uvc-sub-heading ult-responsive\"  data-ultimate-target='.uvc-heading.ultimate-heading-257669d0eefd43ea0 .uvc-sub-heading '  data-responsive-json-new='{\"font-size\":\"\",\"line-height\":\"\"}'  style=\"font-weight:normal;\"><\/p>\n<h4>Automating the generation<br \/>\nof value<\/h4>\n<p>Without a doubt, the COVID-19 pandemic has had major impacts not only on health, but has accelerated&#8230;<\/div><\/div>[\/vc_column_inner][vc_column_inner el_class=&#8221;custom-height&#8221; width=&#8221;1\/3&#8243; css=&#8221;.vc_custom_1632240220734{border-top-width: 3px !important;border-right-width: 3px !important;border-bottom-width: 3px !important;border-left-width: 3px !important;padding-top: 6% !important;padding-right: 10% !important;padding-bottom: 6% !important;padding-left: 10% !important;background-color: #000000 !important;border-left-color: #000000 !important;border-left-style: solid !important;border-right-color: #000000 !important;border-right-style: solid !important;border-top-color: #000000 !important;border-top-style: solid !important;border-bottom-color: #000000 !important;border-bottom-style: solid !important;}&#8221; el_id=&#8221;modelo&#8221;]<div id=\"ultimate-heading-320069d0eefd43ee0\" class=\"uvc-heading ult-adjust-bottom-margin ultimate-heading-320069d0eefd43ee0 uvc-4678 \" data-hspacer=\"no_spacer\"  data-halign=\"left\" style=\"text-align:left\"><div class=\"uvc-heading-spacer no_spacer\" style=\"top\"><\/div><div class=\"uvc-main-heading ult-responsive\"  data-ultimate-target='.uvc-heading.ultimate-heading-320069d0eefd43ee0 h2'  data-responsive-json-new='{\"font-size\":\"desktop:50px;\",\"line-height\":\"desktop:60px;\"}' ><h2 style=\"font-weight:bold;color:#ff0000;\">THREE<\/h2><\/div><div class=\"uvc-sub-heading ult-responsive\"  data-ultimate-target='.uvc-heading.ultimate-heading-320069d0eefd43ee0 .uvc-sub-heading '  data-responsive-json-new='{\"font-size\":\"\",\"line-height\":\"\"}'  style=\"font-weight:normal;color:#ffffff;\"><\/p>\n<h4>Establishing prediction<br \/>\nmodels<\/h4>\n<p>Beyond the debate on data privacy, what big data use tells us is that any public information&#8230;<\/div><\/div>[\/vc_column_inner][vc_column_inner el_class=&#8221;custom-height&#8221; width=&#8221;1\/3&#8243; css=&#8221;.vc_custom_1632240079337{border-top-width: 3px !important;border-right-width: 3px !important;border-bottom-width: 3px !important;border-left-width: 3px !important;padding-top: 7% !important;padding-right: 10% !important;padding-bottom: 7% !important;padding-left: 10% !important;border-left-color: #000000 !important;border-left-style: solid !important;border-right-color: #000000 !important;border-right-style: solid !important;border-top-color: #000000 !important;border-top-style: solid !important;border-bottom-color: #000000 !important;border-bottom-style: solid !important;}&#8221; el_id=&#8221;marcas&#8221;]<div id=\"ultimate-heading-766469d0eefd43f1f\" class=\"uvc-heading ult-adjust-bottom-margin ultimate-heading-766469d0eefd43f1f uvc-5681 \" data-hspacer=\"no_spacer\"  data-halign=\"left\" style=\"text-align:left\"><div class=\"uvc-heading-spacer no_spacer\" style=\"top\"><\/div><div class=\"uvc-main-heading ult-responsive\"  data-ultimate-target='.uvc-heading.ultimate-heading-766469d0eefd43f1f h2'  data-responsive-json-new='{\"font-size\":\"desktop:50px;\",\"line-height\":\"desktop:60px;\"}' ><h2 style=\"font-weight:bold;color:#ff0000;\">FOUR<\/h2><\/div><div class=\"uvc-sub-heading ult-responsive\"  data-ultimate-target='.uvc-heading.ultimate-heading-766469d0eefd43f1f .uvc-sub-heading '  data-responsive-json-new='{\"font-size\":\"\",\"line-height\":\"\"}'  style=\"font-weight:normal;\"><\/p>\n<h4>Brands with purpose<\/h4>\n<p>The new reality of the business world has accelerated the internalization of a concept that has acquired great importance today: the best&#8230;<\/div><\/div>[\/vc_column_inner][vc_column_inner el_class=&#8221;custom-height&#8221; width=&#8221;1\/3&#8243; css=&#8221;.vc_custom_1632240114601{border-top-width: 3px !important;border-right-width: 3px !important;border-bottom-width: 3px !important;border-left-width: 3px !important;padding-top: 7% !important;padding-right: 10% !important;padding-bottom: 7% !important;padding-left: 10% !important;border-left-color: #000000 !important;border-left-style: solid !important;border-right-color: #000000 !important;border-right-style: solid !important;border-top-color: #000000 !important;border-top-style: solid !important;border-bottom-color: #000000 !important;border-bottom-style: solid !important;}&#8221; el_id=&#8221;magenetismo&#8221;]<div id=\"ultimate-heading-837969d0eefd43f5e\" class=\"uvc-heading ult-adjust-bottom-margin ultimate-heading-837969d0eefd43f5e uvc-5874 \" data-hspacer=\"no_spacer\"  data-halign=\"left\" style=\"text-align:left\"><div class=\"uvc-heading-spacer no_spacer\" style=\"top\"><\/div><div class=\"uvc-main-heading ult-responsive\"  data-ultimate-target='.uvc-heading.ultimate-heading-837969d0eefd43f5e h2'  data-responsive-json-new='{\"font-size\":\"desktop:50px;\",\"line-height\":\"desktop:60px;\"}' ><h2 style=\"font-weight:bold;color:#ff0000;\">FIVE<\/h2><\/div><div class=\"uvc-sub-heading ult-responsive\"  data-ultimate-target='.uvc-heading.ultimate-heading-837969d0eefd43f5e .uvc-sub-heading '  data-responsive-json-new='{\"font-size\":\"\",\"line-height\":\"\"}'  style=\"font-weight:normal;\"><\/p>\n<h4>Magnetism with talent<\/h4>\n<p>Talent is a continually evolving point of discussion. In parallel with social demands, recruitment, retention&#8230;<\/div><\/div>[\/vc_column_inner][vc_column_inner el_class=&#8221;custom-height&#8221; width=&#8221;1\/3&#8243; css=&#8221;.vc_custom_1632240123626{border-top-width: 3px !important;border-right-width: 3px !important;border-bottom-width: 3px !important;border-left-width: 3px !important;padding-top: 7% !important;padding-right: 10% !important;padding-bottom: 7% !important;padding-left: 10% !important;border-left-color: #000000 !important;border-left-style: solid !important;border-right-color: #000000 !important;border-right-style: solid !important;border-top-color: #000000 !important;border-top-style: solid !important;border-bottom-color: #000000 !important;border-bottom-style: solid !important;}&#8221; el_id=&#8221;apuesta&#8221;]<div id=\"ultimate-heading-401069d0eefd43fe9\" class=\"uvc-heading ult-adjust-bottom-margin ultimate-heading-401069d0eefd43fe9 uvc-934 \" data-hspacer=\"no_spacer\"  data-halign=\"left\" style=\"text-align:left\"><div class=\"uvc-heading-spacer no_spacer\" style=\"top\"><\/div><div class=\"uvc-main-heading ult-responsive\"  data-ultimate-target='.uvc-heading.ultimate-heading-401069d0eefd43fe9 h2'  data-responsive-json-new='{\"font-size\":\"desktop:50px;\",\"line-height\":\"desktop:60px;\"}' ><h2 style=\"font-weight:bold;color:#ff0000;\">SIX<\/h2><\/div><div class=\"uvc-sub-heading ult-responsive\"  data-ultimate-target='.uvc-heading.ultimate-heading-401069d0eefd43fe9 .uvc-sub-heading '  data-responsive-json-new='{\"font-size\":\"\",\"line-height\":\"\"}'  style=\"font-weight:normal;\"><\/p>\n<h4>Those who doubled the bet<\/h4>\n<p>The COVID-19 in Latin America has particular characteristics common among the countries of the region&#8230;<\/div><\/div>[\/vc_column_inner][vc_column_inner el_class=&#8221;custom-height&#8221; width=&#8221;1\/3&#8243; css=&#8221;.vc_custom_1632240133112{border-top-width: 3px !important;border-right-width: 3px !important;border-bottom-width: 3px !important;border-left-width: 3px !important;padding-top: 7% !important;padding-right: 10% !important;padding-bottom: 7% !important;padding-left: 10% !important;border-left-color: #000000 !important;border-left-style: solid !important;border-right-color: #000000 !important;border-right-style: solid !important;border-top-color: #000000 !important;border-top-style: solid !important;border-bottom-color: #000000 !important;border-bottom-style: solid !important;}&#8221; el_id=&#8221;redes&#8221;]<div id=\"ultimate-heading-46569d0eefd4403a\" class=\"uvc-heading ult-adjust-bottom-margin ultimate-heading-46569d0eefd4403a uvc-7817 \" data-hspacer=\"no_spacer\"  data-halign=\"left\" style=\"text-align:left\"><div class=\"uvc-heading-spacer no_spacer\" style=\"top\"><\/div><div class=\"uvc-main-heading ult-responsive\"  data-ultimate-target='.uvc-heading.ultimate-heading-46569d0eefd4403a h2'  data-responsive-json-new='{\"font-size\":\"desktop:50px;\",\"line-height\":\"desktop:60px;\"}' ><h2 style=\"font-weight:bold;color:#ff0000;\">SEVEN<\/h2><\/div><div class=\"uvc-sub-heading ult-responsive\"  data-ultimate-target='.uvc-heading.ultimate-heading-46569d0eefd4403a .uvc-sub-heading '  data-responsive-json-new='{\"font-size\":\"\",\"line-height\":\"\"}'  style=\"font-weight:normal;\"><\/p>\n<h4><b>Expanding networks<\/b><\/h4>\n<p>Interest groups refer to groups of people who are affected by a company\u2019s operations and performance&#8230;<\/div><\/div>[\/vc_column_inner][vc_column_inner el_class=&#8221;custom-height&#8221; width=&#8221;1\/2&#8243; css=&#8221;.vc_custom_1632240092856{padding-top: 60px !important;padding-right: 10% !important;padding-bottom: 30px !important;padding-left: 10% !important;background: #01223a url(https:\/\/multilatinasforbesllyc.enforb.es\/wp-content\/uploads\/2021\/08\/2-forbes.jpg?id=3502) !important;background-position: center !important;background-repeat: no-repeat !important;background-size: cover !important;}&#8221; el_id=&#8221;multilatina&#8221;]<div id=\"ultimate-heading-469269d0eefd4407a\" class=\"uvc-heading ult-adjust-bottom-margin ultimate-heading-469269d0eefd4407a uvc-3282 \" data-hspacer=\"no_spacer\"  data-halign=\"left\" style=\"text-align:left\"><div class=\"uvc-heading-spacer no_spacer\" style=\"top\"><\/div><div class=\"uvc-main-heading ult-responsive\"  data-ultimate-target='.uvc-heading.ultimate-heading-469269d0eefd4407a h2'  data-responsive-json-new='{\"font-size\":\"desktop:50px;\",\"line-height\":\"desktop:60px;\"}' ><h2 style=\"font-weight:bold;color:#ffffff;\">2.<\/h2><\/div><div class=\"uvc-sub-heading ult-responsive\"  data-ultimate-target='.uvc-heading.ultimate-heading-469269d0eefd4407a .uvc-sub-heading '  data-responsive-json-new='{\"font-size\":\"\",\"line-height\":\"\"}'  style=\"font-weight:normal;color:#ffffff;\"><\/p>\n<h4 style=\"color: white;\">THE MULTILATINA BRAND: A MARKET OF OPPORTUNITIES<\/h4>\n<p>In addition to the challenges and trends that multilatinas have, which only differ from global companies because of&#8230;<\/div><\/div>[\/vc_column_inner][vc_column_inner el_class=&#8221;custom-height&#8221; width=&#8221;1\/2&#8243; css=&#8221;.vc_custom_1630942835675{padding-top: 60px !important;padding-right: 10% !important;padding-bottom: 60px !important;padding-left: 10% !important;background-color: #000000 !important;}&#8221; el_id=&#8221;conclucion&#8221;]<div id=\"ultimate-heading-910069d0eefd440b7\" class=\"uvc-heading ult-adjust-bottom-margin ultimate-heading-910069d0eefd440b7 uvc-2061 \" data-hspacer=\"no_spacer\"  data-halign=\"left\" style=\"text-align:left\"><div class=\"uvc-heading-spacer no_spacer\" style=\"top\"><\/div><div class=\"uvc-main-heading ult-responsive\"  data-ultimate-target='.uvc-heading.ultimate-heading-910069d0eefd440b7 h2'  data-responsive-json-new='{\"font-size\":\"desktop:50px;\",\"line-height\":\"desktop:60px;\"}' ><h2 style=\"font-weight:bold;color:#ffffff;\">3.<\/h2><\/div><div class=\"uvc-sub-heading ult-responsive\"  data-ultimate-target='.uvc-heading.ultimate-heading-910069d0eefd440b7 .uvc-sub-heading '  data-responsive-json-new='{\"font-size\":\"\",\"line-height\":\"\"}'  style=\"font-weight:normal;color:#ffffff;\"><\/p>\n<h4 style=\"color: white;\">CONCLUSIONS<\/h4>\n<p>After analyzing multilatinas and their business performance from a glocal perspective, starting from global trends to&#8230;<\/div><\/div>[\/vc_column_inner][\/vc_row_inner][\/vc_column][\/vc_row][vc_row disable_element=&#8221;yes&#8221; 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These data allow us to develop value strategies based not only on empirical knowledge but also on the analysis of information that allows us to see how a social&hellip;<\/p>\n","protected":false},"author":2,"featured_media":4646,"parent":4696,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"template-microsite.php","meta":{"content-type":""},"class_list":["post-4724","page","type-page","status-publish","has-post-thumbnail","hentry","description-off"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v20.12 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Establishing prediction models - Multilatinas Forbes | LLYC<\/title>\n<meta name=\"description\" content=\"The use and analysis of big data in multilatinas companies allow them to develop value strategies to anticipate crises.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/multilatinasforbesllyc.enforb.es\/en\/key-trends\/establishing-prediction-models\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Modelos de Predicci\u00f3n - 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