{"id":72731,"date":"2024-02-23T10:35:43","date_gmt":"2024-02-23T09:35:43","guid":{"rendered":"https:\/\/www.efcom.de\/el-uso-del-analisis-predictivo-para-la-financiacion-de-la-cadena-de-suministro-parte-1\/"},"modified":"2024-02-23T10:36:30","modified_gmt":"2024-02-23T09:36:30","slug":"el-uso-del-analisis-predictivo-para-la-financiacion-de-la-cadena-de-suministro-parte-1","status":"publish","type":"post","link":"https:\/\/www.efcom.de\/es\/el-uso-del-analisis-predictivo-para-la-financiacion-de-la-cadena-de-suministro-parte-1\/","title":{"rendered":"El uso del an\u00e1lisis predictivo para la financiaci\u00f3n de la cadena de suministro, parte 1"},"content":{"rendered":"<div class=\"wpb-content-wrapper\"><p>[vc_row css=\u00bb.vc_custom_1708334309580{margin-top: 45px !important;}\u00bb][vc_column width=\u00bb1\/5&#8243;][\/vc_column][vc_column width=\u00bb3\/5&#8243;]<div id=\"ultimate-heading-92356a3170e9ce1e2\" class=\"uvc-heading ult-adjust-bottom-margin ultimate-heading-92356a3170e9ce1e2 uvc-1554 \" data-hspacer=\"no_spacer\"  data-halign=\"center\" style=\"text-align:center\"><div class=\"uvc-heading-spacer no_spacer\" style=\"top\"><\/div><div class=\"uvc-main-heading ult-responsive\"  data-ultimate-target='.uvc-heading.ultimate-heading-92356a3170e9ce1e2 h1'  data-responsive-json-new='{\"font-size\":\"desktop:55px;\",\"line-height\":\"desktop:65px;\"}' ><h1 style=\"font-family:&#039;Roboto Condensed&#039;;font-weight:700;\">El uso del an\u00e1lisis predictivo para la financiaci\u00f3n de la cadena de suministro, parte 1<\/h1><\/div><\/div><div class=\"ult-content-box-container \" >\t\t<div class=\"ult-content-box\" style=\"box-shadow: px px px px none;-webkit-transition: all 700ms ease;-moz-transition: all 700ms ease;-ms-transition: all 700ms ease;-o-transition: all 700ms ease;transition: all 700ms ease;\"  data-hover_box_shadow=\"none\"    ><style type=\"text\/css\" 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a.single-soc-icon-306df63cf9c2aba2f49cd85f12944815:not(:hover) .soc-font-icon,\n#phantom .dt-shortcode-soc-icons a.single-soc-icon-306df63cf9c2aba2f49cd85f12944815:not(:hover) .soc-font-icon,\n#page .dt-shortcode-soc-icons a.single-soc-icon-306df63cf9c2aba2f49cd85f12944815:not(:hover) .soc-icon,\n#phantom .dt-shortcode-soc-icons a.single-soc-icon-306df63cf9c2aba2f49cd85f12944815:not(:hover) .soc-icon {\n  color: #ffffff;\n  background: none;\n}\n.dt-shortcode-soc-icons a.single-soc-icon-306df63cf9c2aba2f49cd85f12944815 .soc-font-icon,\n.dt-shortcode-soc-icons a.single-soc-icon-306df63cf9c2aba2f49cd85f12944815 .soc-icon {\n  font-size: 18px;\n}<\/style><a title=\"Mail\" href=\"mailto:%20sales@efcom.de\" class=\"mail single-soc-icon-306df63cf9c2aba2f49cd85f12944815 dt-icon-bg-on dt-icon-hover-bg-on\"><i class=\"soc-icon soc-font-icon dt-icon-mail\"><\/i><span class=\"screen-reader-text\">Mail<\/span><\/a><\/div>\t\t<\/div><\/div>[vc_single_image image=\u00bb72688&#8243; img_size=\u00bblarge\u00bb alignment=\u00bbcenter\u00bb css=\u00bb.vc_custom_1708334702010{padding-top: 15px !important;}\u00bb][\/vc_column][vc_column width=\u00bb1\/5&#8243;][\/vc_column][\/vc_row][vc_row][vc_column width=\u00bb1\/5&#8243;][\/vc_column][vc_column width=\u00bb3\/5&#8243;][vc_column_text css=\u00bb.vc_custom_1708333786238{padding-top: 20px !important;padding-bottom: 10px !important;}\u00bb]<span style=\"font-size: 15pt; line-height: 2.0;\">\u00bfY si pudieras imaginar el mundo ideal del SCF? Habr\u00eda flujos de material estables en todos los canales y fronteras. Tendr\u00edamos un flujo de trabajo totalmente digitalizado a nivel de financiaci\u00f3n, sin p\u00e9rdida de tiempo ni otro tipo de eficiencia. Se tendr\u00edan plenamente en cuenta los criterios decisivos en materia de ASG. Por \u00faltimo, pero no por ello menos importante: Los actores del SCF disponen de una seguridad de planificaci\u00f3n \u00f3ptima gracias al uso de herramientas de an\u00e1lisis predictivo basadas en IA. Esto garantiza la m\u00e1xima resistencia, incluso en caso de grandes convulsiones en los mercados mundiales.<\/span><\/p>\n<p><span style=\"font-size: 15pt; line-height: 2.0;\">Volvamos a la realidad. Los flujos mundiales de materiales son inestables y seguir\u00e1n si\u00e9ndolo en el futuro. Desgraciadamente, todav\u00eda estamos relativamente lejos de la digitalizaci\u00f3n completa de todo el SCF y de la consideraci\u00f3n de todos los factores ESG. Sin embargo, lo que ya est\u00e1 a nuestra disposici\u00f3n hoy en d\u00eda son tecnolog\u00edas que nos ayudan a analizar los flujos de datos existentes y a utilizarlos para hacer predicciones sobre posibles riesgos e interrupciones de la financiaci\u00f3n, as\u00ed como sobre posibles oportunidades. Nos referimos al aprendizaje autom\u00e1tico.<\/span>[\/vc_column_text][\/vc_column][vc_column width=\u00bb1\/5&#8243;][\/vc_column][\/vc_row][vc_row][vc_column width=\u00bb1\/5&#8243;][\/vc_column][vc_column width=\u00bb3\/5&#8243;][vc_column_text css=\u00bb.vc_custom_1708335205249{padding-top: 20px !important;padding-bottom: 10px !important;}\u00bb]<span style=\"font-size: 22pt; line-height: 2.0;\"><strong>1. La base: datos, datos, datos<\/strong><\/span><\/p>\n<p><span style=\"font-size: 15pt; line-height: 2.0;\">Las relaciones en la cadena de suministro pueden ser muy complejas, ya que en ellas intervienen muchos agentes diferentes, tanto del lado del proveedor como del cliente. Seg\u00fan una estimaci\u00f3n del Boston Consulting Group, en una transacci\u00f3n t\u00edpica de financiaci\u00f3n del comercio suelen intervenir m\u00e1s de 20 partes*. En consecuencia, no faltan datos de todas las (sub)redes relacionadas: ya sea el comportamiento de pago, las tendencias de la demanda, los impagos, la utilizaci\u00f3n de l\u00edmites, etc. &#8211; la informaci\u00f3n hist\u00f3rica a veces ya est\u00e1 disponible para los proveedores de SCF cuando se trata de relaciones con clientes a largo plazo. Sin embargo, la disponibilidad de los datos no los convierte autom\u00e1ticamente en utilizables.<\/span><\/p>\n<p>*Boston Consulting Group 2017[\/vc_column_text][\/vc_column][vc_column width=\u00bb1\/5&#8243;][\/vc_column][\/vc_row][vc_row css=\u00bb.vc_custom_1708335425479{padding-top: 20px !important;padding-bottom: 20px !important;}\u00bb][vc_column width=\u00bb1\/5&#8243;][\/vc_column][vc_column width=\u00bb3\/5&#8243;]<div class=\"ult-content-box-container \" >\t\t<div class=\"ult-content-box\" style=\"box-shadow: px px px px none;border-style:solid;border-color:#eb9000;padding:15px;-webkit-transition: all 700ms ease;-moz-transition: all 700ms ease;-ms-transition: all 700ms ease;-o-transition: all 700ms ease;transition: all 700ms ease;\"  data-hover_box_shadow=\"none\"     data-border_color=\"#eb9000\" >[vc_column_text]<span style=\"font-size: 15pt; line-height: 2.0;\"><strong>Excursus: de superordenadores y exaflops<\/strong><\/span><\/p>\n<p><span style=\"font-size: 13pt; line-height: 2.0;\">Se necesita una enorme potencia de c\u00e1lculo para procesar cantidades ingentes de datos, sobre todo para entrenar modelos de IA. Por eso no es de extra\u00f1ar que la demanda mundial de potentes m\u00e1quinas de computaci\u00f3n haya aumentado exponencialmente desde el boom de la IA. Pa\u00edses de todo el mundo invierten actualmente enormes sumas de dinero en la expansi\u00f3n de los superordenadores, sabiendo perfectamente que el acceso a una enorme potencia de c\u00e1lculo ser\u00e1 una de las ventajas estrat\u00e9gicas en el futuro**. Por poner s\u00f3lo un ejemplo: China planea aumentar su potencia de c\u00e1lculo hasta un total de 300 exaflops para 2025, y un exaflop comprende la potencia de dos millones de ordenadores port\u00e1tiles trabajando en paralelo. Sin embargo, la computaci\u00f3n en nube y las colaboraciones tambi\u00e9n permiten a las empresas m\u00e1s peque\u00f1as entrenar y utilizar modelos de IA con la potencia inform\u00e1tica necesaria (v\u00e9ase tambi\u00e9n \u00abFactores cr\u00edticos\u00bb).<\/span><\/p>\n<p><span style=\"font-size: 11pt; line-height: 2.0;\">**Guido Appenzeller, Matt Bornstein, and Martin Casado,\u00a0<em>Navigating the High Cost of AI Compute<\/em>, Andreessen Horowitz, April 27, 2023,\u00a0<a href=\"https:\/\/a16z.com\/navigating-the-high-cost-of-ai-compute\">https:\/\/a16z.com\/navigating-the-high-cost-of-ai-compute<\/a><a href=\"https:\/\/www.zotero.org\/google-docs\/?lFtQt5\">.<\/a><\/span>[\/vc_column_text]\t\t<\/div><\/div>[\/vc_column][vc_column width=\u00bb1\/5&#8243;][\/vc_column][\/vc_row][vc_row css=\u00bb.vc_custom_1708336359587{padding-top: 30px !important;}\u00bb][vc_column width=\u00bb1\/5&#8243;][\/vc_column][vc_column width=\u00bb3\/5&#8243;][vc_column_text css=\u00bb.vc_custom_1708336322564{padding-top: 20px !important;padding-bottom: 10px !important;}\u00bb]<span style=\"font-size: 22pt; line-height: 2.0;\"><strong>2. Sistemas \u00e1giles para mercados din\u00e1micos<\/strong><\/span><\/p>\n<p><span style=\"font-size: 15pt; line-height: 2.0;\">El siguiente paso l\u00f3gico ser\u00eda generar conocimiento a partir de las bases de datos existentes que pueda ayudarnos a tomar decisiones. El objetivo es entrenar un modelo de datos de tal forma que sea capaz de emitir etiquetas relevantes como \u00abbajo riesgo\u00bb, \u00abriesgo medio\u00bb o \u00abalto riesgo\u00bb (aprendizaje supervisado) con la ayuda de determinados par\u00e1metros (an\u00e1logo a la evaluaci\u00f3n de un cliente por un empleado). En una fase<br \/>\nel sistema sigue aprendiendo de forma aut\u00f3noma e intenta encontrar y categorizar relaciones entre los datos (aprendizaje de refuerzo). Puede acceder no s\u00f3lo a los datos \u00abinternos\u00bb disponibles de los sistemas de gesti\u00f3n individuales (como comportamiento de pago e informes financieros, etc.), sino tambi\u00e9n a datos \u00abexternos\u00bb como tendencias generales del mercado, datos de socios y fuentes de informaci\u00f3n, as\u00ed como informaci\u00f3n de la web (art\u00edculos, medios sociales). El objetivo final es cartografiar la din\u00e1mica de los mercados en un sistema \u00e1gil y de autoaprendizaje.<\/span>[\/vc_column_text][\/vc_column][vc_column width=\u00bb1\/5&#8243;][\/vc_column][\/vc_row][vc_row css=\u00bb.vc_custom_1708336706652{padding-top: 25px !important;padding-bottom: 20px !important;}\u00bb][vc_column width=\u00bb1\/5&#8243;][\/vc_column][vc_column width=\u00bb3\/5&#8243;][vc_single_image image=\u00bb72715&#8243; img_size=\u00bblarge\u00bb style=\u00bbvc_box_border\u00bb][vc_column_text]<em>Fuente<\/em> Relevant advanced technologies for trade and supply chain finance, Whitepaper by Commerzbank and Fraunhofer IML, 2022[\/vc_column_text][\/vc_column][vc_column width=\u00bb1\/5&#8243;][\/vc_column][\/vc_row][vc_row][vc_column width=\u00bb1\/5&#8243;][\/vc_column][vc_column width=\u00bb3\/5&#8243;][vc_column_text css=\u00bb.vc_custom_1708336788480{padding-top: 20px !important;padding-bottom: 10px !important;}\u00bb]<span style=\"font-size: 22pt; line-height: 2.0;\"><strong>3. Veo lo que t\u00fa no ves<\/strong><\/span><\/p>\n<p><span style=\"font-size: 15pt; line-height: 2.0;\">En este caso, mapear significa, en particular, ser capaz de reconocer patrones que no ser\u00edan visibles para los seres humanos y\/o los m\u00e9todos anteriores. A continuaci\u00f3n, estos patrones pueden interpretarse y servir de base para otras recomendaciones, advertencias o decisiones, por ejemplo, indicaciones de posibles riesgos que podr\u00edan derivarse de un fraude. Como ya se ha dicho, la capacidad de aprendizaje del sistema mejora con el tiempo, lo que conduce a resultados cada vez m\u00e1s precisos.<\/span><\/p>\n<p>&nbsp;<\/p>\n<p>Continuaci\u00f3n&#8230;&#8230;[\/vc_column_text][\/vc_column][vc_column width=\u00bb1\/5&#8243;][\/vc_column][\/vc_row][vc_row][vc_column][vc_column_text][\/vc_column_text][\/vc_column][\/vc_row]<\/p>\n<\/div>","protected":false},"excerpt":{"rendered":"<p>[vc_row css=\u00bb.vc_custom_1708334309580{margin-top: 45px !important;}\u00bb][vc_column width=\u00bb1\/5&#8243;][\/vc_column][vc_column width=\u00bb3\/5&#8243;][vc_single_image image=\u00bb72688&#8243; img_size=\u00bblarge\u00bb alignment=\u00bbcenter\u00bb css=\u00bb.vc_custom_1708334702010{padding-top: 15px !important;}\u00bb][\/vc_column][vc_column width=\u00bb1\/5&#8243;][\/vc_column][\/vc_row][vc_row][vc_column width=\u00bb1\/5&#8243;][\/vc_column][vc_column width=\u00bb3\/5&#8243;][vc_column_text css=\u00bb.vc_custom_1708333786238{padding-top: 20px !important;padding-bottom: 10px !important;}\u00bb]\u00bfY si pudieras imaginar el mundo ideal del SCF? Habr\u00eda flujos de material estables en todos los canales y fronteras. Tendr\u00edamos un flujo de trabajo totalmente digitalizado a nivel de financiaci\u00f3n, sin p\u00e9rdida de tiempo ni&hellip;<\/p>\n","protected":false},"author":5,"featured_media":72690,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"yasr_overall_rating":0,"yasr_post_is_review":"","yasr_auto_insert_disabled":"","yasr_review_type":"","footnotes":""},"categories":[243],"tags":[248,247,250,249],"class_list":["post-72731","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-articulo","tag-efcom-es","tag-factoring-es","tag-futuro","tag-innovacion","category-243","description-off"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.7 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>El uso del an\u00e1lisis predictivo para la financiaci\u00f3n de la cadena de suministro, parte 1 - efcom gmbh | Proven and efficient standard software for factoring institutes<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.efcom.de\/es\/el-uso-del-analisis-predictivo-para-la-financiacion-de-la-cadena-de-suministro-parte-1\/\" \/>\n<meta property=\"og:locale\" content=\"es_ES\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"El uso del an\u00e1lisis predictivo para la financiaci\u00f3n de la cadena de suministro, parte 1 - efcom gmbh | Proven and efficient standard software for factoring institutes\" \/>\n<meta property=\"og:description\" content=\"[vc_row css=\u00bb.vc_custom_1708334309580{margin-top: 45px !important;}\u00bb][vc_column width=\u00bb1\/5&#8243;][\/vc_column][vc_column width=\u00bb3\/5&#8243;][vc_single_image image=\u00bb72688&#8243; img_size=\u00bblarge\u00bb alignment=\u00bbcenter\u00bb css=\u00bb.vc_custom_1708334702010{padding-top: 15px !important;}\u00bb][\/vc_column][vc_column width=\u00bb1\/5&#8243;][\/vc_column][\/vc_row][vc_row][vc_column width=\u00bb1\/5&#8243;][\/vc_column][vc_column width=\u00bb3\/5&#8243;][vc_column_text css=\u00bb.vc_custom_1708333786238{padding-top: 20px !important;padding-bottom: 10px !important;}\u00bb]\u00bfY si pudieras imaginar el mundo ideal del SCF? 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