{"id":62736,"date":"2019-10-31T11:00:27","date_gmt":"2019-10-31T10:00:27","guid":{"rendered":"https:\/\/e3magpmp.greatsolution.dev\/?p=62736"},"modified":"2020-02-08T00:30:29","modified_gmt":"2020-02-07T23:30:29","slug":"mit-ki-sap","status":"publish","type":"post","link":"https:\/\/e3magpmp.greatsolution.dev\/es\/mit-ki-sap\/","title":{"rendered":"Con IA y SAP hacia la empresa inteligente"},"content":{"rendered":"<p>La orientaci\u00f3n coherente de la cartera de SAP hacia la transformaci\u00f3n en una empresa inteligente permite operar el negocio principal en una \u00fanica plataforma y, al mismo tiempo, desarrollar y probar nuevos servicios, as\u00ed como nuevas l\u00edneas de negocio, en una especie de entorno de innovaci\u00f3n.<\/p>\n<p>Por encima de todo, las tecnolog\u00edas inteligentes disponibles en la oferta de productos SAP son un factor clave de \u00e9xito para el uso de la IA: mejoran la experiencia del usuario, automatizan procesos y crean un valor a\u00f1adido directamente medible a trav\u00e9s de la reducci\u00f3n de costes.<\/p><div class=\"great-fullsize-content-es\" style=\"margin-left: auto;margin-right: auto;text-align: center;\" id=\"great-345505517\"><a href=\"https:\/\/e3magpmp.greatsolution.dev\/es\/kit-de-medios\/\" target=\"_blank\" aria-label=\"nl_werbung_800x100_es\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/e3magpmp.greatsolution.dev\/wp-content\/uploads\/2024\/08\/nl_werbung_800x100_es.jpg\" alt=\"\"  srcset=\"https:\/\/e3magpmp.greatsolution.dev\/wp-content\/uploads\/2024\/08\/nl_werbung_800x100_es.jpg 800w, https:\/\/e3magpmp.greatsolution.dev\/wp-content\/uploads\/2024\/08\/nl_werbung_800x100_es-400x50.jpg 400w, https:\/\/e3magpmp.greatsolution.dev\/wp-content\/uploads\/2024\/08\/nl_werbung_800x100_es-768x96.jpg 768w, https:\/\/e3magpmp.greatsolution.dev\/wp-content\/uploads\/2024\/08\/nl_werbung_800x100_es-100x13.jpg 100w, https:\/\/e3magpmp.greatsolution.dev\/wp-content\/uploads\/2024\/08\/nl_werbung_800x100_es-480x60.jpg 480w, https:\/\/e3magpmp.greatsolution.dev\/wp-content\/uploads\/2024\/08\/nl_werbung_800x100_es-640x80.jpg 640w, https:\/\/e3magpmp.greatsolution.dev\/wp-content\/uploads\/2024\/08\/nl_werbung_800x100_es-720x90.jpg 720w, https:\/\/e3magpmp.greatsolution.dev\/wp-content\/uploads\/2024\/08\/nl_werbung_800x100_es-18x2.jpg 18w, https:\/\/e3magpmp.greatsolution.dev\/wp-content\/uploads\/2024\/08\/nl_werbung_800x100_es-600x75.jpg 600w\" sizes=\"(max-width: 800px) 100vw, 800px\" width=\"1000\" height=\"100\"   \/><\/a><\/div><div class=\"great-fullsize-content-en\" id=\"great-576303404\"><a href=\"https:\/\/e3magpmp.greatsolution.dev\/en\/media-kit\/\" target=\"_blank\" aria-label=\"nl_advertising_800x100\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/e3magpmp.greatsolution.dev\/wp-content\/uploads\/2024\/08\/nl_werbung_800x100.jpg\" alt=\"\"  srcset=\"https:\/\/e3magpmp.greatsolution.dev\/wp-content\/uploads\/2024\/08\/nl_werbung_800x100.jpg 800w, https:\/\/e3magpmp.greatsolution.dev\/wp-content\/uploads\/2024\/08\/nl_werbung_800x100-400x50.jpg 400w, https:\/\/e3magpmp.greatsolution.dev\/wp-content\/uploads\/2024\/08\/nl_werbung_800x100-768x96.jpg 768w, https:\/\/e3magpmp.greatsolution.dev\/wp-content\/uploads\/2024\/08\/nl_werbung_800x100-100x13.jpg 100w, https:\/\/e3magpmp.greatsolution.dev\/wp-content\/uploads\/2024\/08\/nl_werbung_800x100-480x60.jpg 480w, https:\/\/e3magpmp.greatsolution.dev\/wp-content\/uploads\/2024\/08\/nl_werbung_800x100-640x80.jpg 640w, https:\/\/e3magpmp.greatsolution.dev\/wp-content\/uploads\/2024\/08\/nl_werbung_800x100-720x90.jpg 720w, https:\/\/e3magpmp.greatsolution.dev\/wp-content\/uploads\/2024\/08\/nl_werbung_800x100-18x2.jpg 18w, https:\/\/e3magpmp.greatsolution.dev\/wp-content\/uploads\/2024\/08\/nl_werbung_800x100-600x75.jpg 600w\" sizes=\"(max-width: 800px) 100vw, 800px\" width=\"1000\" height=\"100\"   \/><\/a><\/div><div class=\"great-fullsize-content-de\" style=\"margin-bottom: 20px;margin-left: auto;margin-right: auto;text-align: center;\" id=\"great-2775231044\"><a href=\"https:\/\/e3magpmp.greatsolution.dev\/es\/steampunk-summit-2025\/\" target=\"_blank\" aria-label=\"steampunk_2024_1_800x100\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/e3magpmp.greatsolution.dev\/wp-content\/uploads\/2023\/12\/steampunk_2024_1_800x100-scaled.jpg\" alt=\"\"  srcset=\"https:\/\/e3magpmp.greatsolution.dev\/wp-content\/uploads\/2023\/12\/steampunk_2024_1_800x100-scaled.jpg 1920w, https:\/\/e3magpmp.greatsolution.dev\/wp-content\/uploads\/2023\/12\/steampunk_2024_1_800x100-400x50.jpg 400w, https:\/\/e3magpmp.greatsolution.dev\/wp-content\/uploads\/2023\/12\/steampunk_2024_1_800x100-1200x150.jpg 1200w, https:\/\/e3magpmp.greatsolution.dev\/wp-content\/uploads\/2023\/12\/steampunk_2024_1_800x100-768x96.jpg 768w, https:\/\/e3magpmp.greatsolution.dev\/wp-content\/uploads\/2023\/12\/steampunk_2024_1_800x100-100x13.jpg 100w, https:\/\/e3magpmp.greatsolution.dev\/wp-content\/uploads\/2023\/12\/steampunk_2024_1_800x100-480x60.jpg 480w, https:\/\/e3magpmp.greatsolution.dev\/wp-content\/uploads\/2023\/12\/steampunk_2024_1_800x100-640x80.jpg 640w, https:\/\/e3magpmp.greatsolution.dev\/wp-content\/uploads\/2023\/12\/steampunk_2024_1_800x100-720x90.jpg 720w, https:\/\/e3magpmp.greatsolution.dev\/wp-content\/uploads\/2023\/12\/steampunk_2024_1_800x100-960x120.jpg 960w, https:\/\/e3magpmp.greatsolution.dev\/wp-content\/uploads\/2023\/12\/steampunk_2024_1_800x100-1168x146.jpg 1168w, https:\/\/e3magpmp.greatsolution.dev\/wp-content\/uploads\/2023\/12\/steampunk_2024_1_800x100-1440x180.jpg 1440w, https:\/\/e3magpmp.greatsolution.dev\/wp-content\/uploads\/2023\/12\/steampunk_2024_1_800x100-1536x192.jpg 1536w, https:\/\/e3magpmp.greatsolution.dev\/wp-content\/uploads\/2023\/12\/steampunk_2024_1_800x100-18x2.jpg 18w, https:\/\/e3magpmp.greatsolution.dev\/wp-content\/uploads\/2023\/12\/steampunk_2024_1_800x100-600x75.jpg 600w\" sizes=\"(max-width: 1920px) 100vw, 1920px\" width=\"2560\" height=\"320\"   \/><\/a><\/div>\n<p>Cabe destacar aqu\u00ed los m\u00f3dulos de Analytics, Data Intelligence y Machine Learning del ecosistema SAP Leonardo junto con SAP Cloud Platform y Hana.<\/p>\n<p>\u00c9stos constituyen la base para la operacionalizaci\u00f3n de los m\u00e9todos de IA. Al estar abierta a los lenguajes de programaci\u00f3n R y Python, SAP tambi\u00e9n satisface los requisitos de la comunidad de la ciencia de datos.<\/p>\n<h3>La ampliaci\u00f3n es crucial para obtener beneficios<\/h3>\n<p>Aunque algunas empresas han integrado la IA en su estrategia global, en la pr\u00e1ctica muchos proyectos de IA se consideran meros ensayos de investigaci\u00f3n: Sirven para elucidar el valor de la IA, y acaban ya a nivel piloto.<\/p>\n<p>Crucial para el beneficio de los proyectos de IA es el enfoque basado en casos de uso seg\u00fan el principio \"pensar en grande, empezar en peque\u00f1o, escalar r\u00e1pido\": En este proceso, desarrollamos met\u00f3dicamente -por ejemplo, en forma de talleres de pensamiento de dise\u00f1o- casos de uso para la aplicaci\u00f3n de la IA y determinamos su valor a\u00f1adido en pruebas de valores.<\/p>\n<p>Las que tienen mayor potencial se aplican de forma productiva y, en el mejor de los casos, se extienden a todo el grupo para lograr el mayor efecto de escala posible.<\/p>\n<p>Este enfoque funciona especialmente bien en el entorno SAP, ya que Intelligent Suite de SAP ofrece un amplio contenido est\u00e1ndar para las distintas divisiones y \u00e1reas de negocio de la empresa sobre el que se pueden construir m\u00e9todos de IA.<\/p>\n<p>Para aplicaciones SAP basadas en IA, se recomienda la licencia Hana Full Use para almacenar resultados de modelos de IA o para leer datos externos, por ejemplo de redes sociales.<\/p>\n<p>Por otro lado, la licencia Hana Runtime que se encuentra en la mayor\u00eda de los clientes limita considerablemente la posibilidad de desarrollar aplicaciones de IA. Adem\u00e1s, cabe mencionar la interfaz Python demandada por la comunidad de ciencia de datos.<\/p>\n<h3>Obst\u00e1culos con SAP<\/h3>\n<p>Python se considera uno de los lenguajes de programaci\u00f3n m\u00e1s importantes en el contexto de la IA. Sin embargo, no existen tantas posibilidades de integraci\u00f3n para \u00e9l como a trav\u00e9s de la interfaz de R.<\/p>\n<p>Sin embargo, SAP ha dado un paso importante con el m\u00f3dulo Data Intelligence: ofrece un entorno de desarrollo para cient\u00edficos de datos y ampl\u00eda considerablemente la gama est\u00e1ndar de funciones gracias a la posibilidad de utilizar R y Python.<\/p>\n<p>No obstante, ser\u00e1 apasionante observar qu\u00e9 otras interfaces Python adaptar\u00e1 SAP en otros m\u00f3dulos.<\/p>\n<p>Seg\u00fan nuestra experiencia, la plataforma SAP puede proporcionar una base s\u00f3lida para la innovaci\u00f3n al combinar \"gestionar el negocio\" (negocio principal) y \"ganar nuevos negocios\" (nuevo negocio).<\/p>\n<p>Nuestra recomendaci\u00f3n es que, en caso de duda, se compruebe la idoneidad de la IA para cada empresa utilizando el enfoque basado en casos de uso. Actualmente, solo una fracci\u00f3n de los casos de uso dan lugar a un uso productivo.<\/p>\n<p>Hay muchas razones para ello, pero en particular se debe a la falta de disponibilidad de datos pertinentes de calidad suficiente. La gesti\u00f3n de datos -como base de todas las aplicaciones de IA- es y sigue siendo esencial.<\/p>\n<p>El sistema SAP, altamente integrado, es el patr\u00f3n oro m\u00e1s aceptado para muchos procesos y, por tanto, el entorno adecuado para las aplicaciones iniciales.<\/p>","protected":false},"excerpt":{"rendered":"<p>Aunque los rumores del mercado digan lo contrario: la inteligencia artificial (IA) para casos de uso concretos funciona con las tecnolog\u00edas SAP. El principio \"pensar en grande, empezar en peque\u00f1o, escalar r\u00e1pido\" puede aplicarse muy bien en el mundo SAP.<\/p>","protected":false},"author":1909,"featured_media":21247,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"rank_math_lock_modified_date":false,"footnotes":""},"categories":[12999,7,36593],"tags":[624,13891,480,236],"coauthors":[36996,36997],"class_list":["post-62736","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-kuenstliche-intelligenz","category-meinung","category-mag-1910","tag-ki","tag-leonardo","tag-machine-learning","tag-sap"],"featured_image_urls_v2":{"full":["https:\/\/e3magpmp.greatsolution.dev\/wp-content\/uploads\/2017\/05\/KI-Kolumne-OS.jpg",1000,431,false],"thumbnail":["https:\/\/e3magpmp.greatsolution.dev\/wp-content\/uploads\/2017\/05\/KI-Kolumne-OS-150x150.jpg",150,150,true],"medium":["https:\/\/e3magpmp.greatsolution.dev\/wp-content\/uploads\/2017\/05\/KI-Kolumne-OS.jpg",400,172,false],"medium_large":["https:\/\/e3magpmp.greatsolution.dev\/wp-content\/uploads\/2017\/05\/KI-Kolumne-OS-768x331.jpg",768,331,true],"large":["https:\/\/e3magpmp.greatsolution.dev\/wp-content\/uploads\/2017\/05\/KI-Kolumne-OS.jpg",1000,431,false],"image-100":["https:\/\/e3magpmp.greatsolution.dev\/wp-content\/uploads\/2017\/05\/KI-Kolumne-OS-100x43.jpg",100,43,true],"image-480":["https:\/\/e3magpmp.greatsolution.dev\/wp-content\/uploads\/2017\/05\/KI-Kolumne-OS-480x207.jpg",480,207,true],"image-640":["https:\/\/e3magpmp.greatsolution.dev\/wp-content\/uploads\/2017\/05\/KI-Kolumne-OS-640x276.jpg",640,276,true],"image-720":["https:\/\/e3magpmp.greatsolution.dev\/wp-content\/uploads\/2017\/05\/KI-Kolumne-OS-720x310.jpg",720,310,true],"image-960":["https:\/\/e3magpmp.greatsolution.dev\/wp-content\/uploads\/2017\/05\/KI-Kolumne-OS-960x414.jpg",960,414,true],"image-1168":["https:\/\/e3magpmp.greatsolution.dev\/wp-content\/uploads\/2017\/05\/KI-Kolumne-OS.jpg",1000,431,false],"image-1440":["https:\/\/e3magpmp.greatsolution.dev\/wp-content\/uploads\/2017\/05\/KI-Kolumne-OS.jpg",1000,431,false],"image-1920":["https:\/\/e3magpmp.greatsolution.dev\/wp-content\/uploads\/2017\/05\/KI-Kolumne-OS.jpg",1000,431,false],"1536x1536":["https:\/\/e3magpmp.greatsolution.dev\/wp-content\/uploads\/2017\/05\/KI-Kolumne-OS.jpg",1000,431,false],"2048x2048":["https:\/\/e3magpmp.greatsolution.dev\/wp-content\/uploads\/2017\/05\/KI-Kolumne-OS.jpg",1000,431,false],"trp-custom-language-flag":["https:\/\/e3magpmp.greatsolution.dev\/wp-content\/uploads\/2017\/05\/KI-Kolumne-OS.jpg",18,8,false],"bricks_large_16x9":["https:\/\/e3magpmp.greatsolution.dev\/wp-content\/uploads\/2017\/05\/KI-Kolumne-OS.jpg",1000,431,false],"bricks_large":["https:\/\/e3magpmp.greatsolution.dev\/wp-content\/uploads\/2017\/05\/KI-Kolumne-OS.jpg",1000,431,false],"bricks_large_square":["https:\/\/e3magpmp.greatsolution.dev\/wp-content\/uploads\/2017\/05\/KI-Kolumne-OS.jpg",1000,431,false],"bricks_medium":["https:\/\/e3magpmp.greatsolution.dev\/wp-content\/uploads\/2017\/05\/KI-Kolumne-OS.jpg",600,259,false],"bricks_medium_square":["https:\/\/e3magpmp.greatsolution.dev\/wp-content\/uploads\/2017\/05\/KI-Kolumne-OS.jpg",600,259,false],"profile_24":["https:\/\/e3magpmp.greatsolution.dev\/wp-content\/uploads\/2017\/05\/KI-Kolumne-OS-24x24.jpg",24,24,true],"profile_48":["https:\/\/e3magpmp.greatsolution.dev\/wp-content\/uploads\/2017\/05\/KI-Kolumne-OS-48x48.jpg",48,48,true],"profile_96":["https:\/\/e3magpmp.greatsolution.dev\/wp-content\/uploads\/2017\/05\/KI-Kolumne-OS-96x96.jpg",96,96,true],"profile_150":["https:\/\/e3magpmp.greatsolution.dev\/wp-content\/uploads\/2017\/05\/KI-Kolumne-OS-150x150.jpg",150,150,true],"profile_300":["https:\/\/e3magpmp.greatsolution.dev\/wp-content\/uploads\/2017\/05\/KI-Kolumne-OS-300x300.jpg",300,300,true]},"post_excerpt_stackable_v2":"<p>Auch wenn am Markt die Ger\u00fcchte anders lauten m\u00f6gen: K\u00fcnstliche Intelligenz (KI) f\u00fcr konkrete Anwendungsf\u00e4lle funktioniert mit SAP-Technologien. Das Prinzip \u201ethink big, start small, scale fast\u201c l\u00e4sst sich in der SAP-Welt sehr gut umsetzen.<\/p>\n","category_list_v2":"<a href=\"https:\/\/e3magpmp.greatsolution.dev\/es\/categoria\/opinion\/inteligencia-artificial-2\/\" rel=\"category tag\">K\u00fcnstliche Intelligenz<\/a>, <a href=\"https:\/\/e3magpmp.greatsolution.dev\/es\/categoria\/opinion\/\" rel=\"category tag\">Die Meinung der SAP-Community<\/a>, <a href=\"https:\/\/e3magpmp.greatsolution.dev\/es\/categoria\/mag-1910\/\" rel=\"category tag\">MAG 19-10<\/a>","author_info_v2":{"name":"Sahil Sundri, Capgemini","url":"https:\/\/e3magpmp.greatsolution.dev\/es\/author\/sahil-sundri\/"},"comments_num_v2":"0 comentarios","acf":[],"_links":{"self":[{"href":"https:\/\/e3magpmp.greatsolution.dev\/es\/wp-json\/wp\/v2\/posts\/62736","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/e3magpmp.greatsolution.dev\/es\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/e3magpmp.greatsolution.dev\/es\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/e3magpmp.greatsolution.dev\/es\/wp-json\/wp\/v2\/users\/1909"}],"replies":[{"embeddable":true,"href":"https:\/\/e3magpmp.greatsolution.dev\/es\/wp-json\/wp\/v2\/comments?post=62736"}],"version-history":[{"count":0,"href":"https:\/\/e3magpmp.greatsolution.dev\/es\/wp-json\/wp\/v2\/posts\/62736\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/e3magpmp.greatsolution.dev\/es\/wp-json\/wp\/v2\/media\/21247"}],"wp:attachment":[{"href":"https:\/\/e3magpmp.greatsolution.dev\/es\/wp-json\/wp\/v2\/media?parent=62736"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/e3magpmp.greatsolution.dev\/es\/wp-json\/wp\/v2\/categories?post=62736"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/e3magpmp.greatsolution.dev\/es\/wp-json\/wp\/v2\/tags?post=62736"},{"taxonomy":"author","embeddable":true,"href":"https:\/\/e3magpmp.greatsolution.dev\/es\/wp-json\/wp\/v2\/coauthors?post=62736"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}