{"id":41194,"date":"2023-09-22T10:08:59","date_gmt":"2023-09-22T08:08:59","guid":{"rendered":"https:\/\/xitaso.com\/?page_id=41194"},"modified":"2026-04-07T11:34:14","modified_gmt":"2026-04-07T09:34:14","slug":"asistente-de-calculo-asistido-por-ia","status":"publish","type":"page","link":"https:\/\/xitaso.com\/es\/proyectos\/asistente-de-calculo-asistido-por-ia\/","title":{"rendered":"Asistente de c\u00e1lculo asistido por IA"},"content":{"rendered":"

[vc_row css_animation=\u00bb\u00bb row_type=\u00bbrow\u00bb use_row_as_full_screen_section=\u00bbno\u00bb type=\u00bbfull_width\u00bb angled_section=\u00bbno\u00bb text_align=\u00bbleft\u00bb background_image_as_pattern=\u00bbwithout_pattern\u00bb z_index=\u00bb\u00bb el_class=\u00bbheader_level2_container\u00bb][vc_column][vc_row_inner row_type=\u00bbrow\u00bb type=\u00bbfull_width\u00bb text_align=\u00bbleft\u00bb css_animation=\u00bb\u00bb css=\u00bb.vc_custom_1720513110182{background-image: url(https:\/\/xitaso.com\/wp-content\/uploads\/XITASO-BRZ_Baukalkulations-Assistent_1689083491.jpg?id=37626) !important;}\u00bb][vc_column_inner offset=\u00bbvc_hidden-xs\u00bb][vc_empty_space height=\u00bb500″][\/vc_column_inner][\/vc_row_inner][vc_row_inner row_type=\u00bbrow\u00bb type=\u00bbfull_width\u00bb text_align=\u00bbleft\u00bb css_animation=\u00bb\u00bb][vc_column_inner offset=\u00bbvc_hidden-lg vc_hidden-md vc_hidden-sm\u00bb][vc_single_image image=\u00bb37632″ img_size=\u00bbfull\u00bb css=\u00bb\u00bb qode_css_animation=\u00bb\u00bb][\/vc_column_inner][\/vc_row_inner][vc_row_inner row_type=\u00bbrow\u00bb type=\u00bbgrid\u00bb text_align=\u00bbleft\u00bb css_animation=\u00bb\u00bb][vc_column_inner][vc_raw_html css=\u00bb\u00bb]JTNDZGl2JTIwY2xhc3MlM0QlMjJoZWFkZXJfbGV2ZWwyJTIyJTNFJTBBJTNDZGl2JTIwY2xhc3MlM0QlMjJ0b3BwZXIlMjIlM0VDYWxjdWxhciUyMG0lQzMlQTFzJTIwciVDMyVBMXBpZG8lMjB5JTIwZ2FuYXIlMjBsb3MlMjBlbmNhcmdvcyUyMGNvcnJlY3RvcyUzQyUyRmRpdiUzRSUwQSUzQ2gxJTNFQXNpc3RlbnRlJTIwZGUlMjBjJUMzJUExbGN1bG8lMjBhc2lzdGlkbyUyMHBvciUyMElBJTNDJTJGaDElM0UlMEElM0MlMkZkaXYlM0UlMEElMEE=[\/vc_raw_html][\/vc_column_inner][\/vc_row_inner][\/vc_column][\/vc_row][vc_row css_animation=\u00bb\u00bb row_type=\u00bbrow\u00bb use_row_as_full_screen_section=\u00bbno\u00bb type=\u00bbfull_width\u00bb angled_section=\u00bbno\u00bb text_align=\u00bbleft\u00bb background_image_as_pattern=\u00bbwithout_pattern\u00bb css=\u00bb.vc_custom_1720513527366{background-color: #e8e0e0 !important;}\u00bb z_index=\u00bb\u00bb][vc_column][vc_row_inner row_type=\u00bbrow\u00bb type=\u00bbgrid\u00bb text_align=\u00bbleft\u00bb css_animation=\u00bb\u00bb][vc_column_inner width=\u00bb1\/2″][vc_empty_space height=\u00bb60px\u00bb][vc_column_text]<\/p>\n

El desaf\u00edo<\/h2>\n

Para la presentaci\u00f3n de ofertas en el sector de la construcci\u00f3n, se recopilan minuciosamente largas listas de requisitos en forma de texto con c\u00e1lculos de los servicios de artesanos, maquinaria y materiales necesarios. Este c\u00e1lculo de costes de construcci\u00f3n lo realizan profesionales experimentados cuyo tiempo es muy valioso para la empresa.[\/vc_column_text][vc_empty_space height=\u00bb30px\u00bb][vc_column_text]<\/p>\n

BRZ Deutschland GmbH<\/h2>\n

BRZ Deutschland GmbH<\/a>\u00a0es especialista en organizaci\u00f3n e inform\u00e1tica de la construcci\u00f3n. Con consultor\u00eda organizativa, una plataforma de software ERP para la construcci\u00f3n, servicios de externalizaci\u00f3n y ofertas de formaci\u00f3n, BRZ ayuda a las empresas del sector de la construcci\u00f3n tanto a digitalizar los procesos como a organizarlos de forma rentable y eficiente.[\/vc_column_text][vc_empty_space height=\u00bb20px\u00bb][vc_single_image image=\u00bb37414″ img_size=\u00bbfull\u00bb css=\u00bb.vc_custom_1694596784393{padding-right: 65% !important;}\u00bb qode_css_animation=\u00bb\u00bb][vc_empty_space height=\u00bb30px\u00bb][\/vc_column_inner][vc_column_inner width=\u00bb1\/2″][vc_empty_space height=\u00bb30px\u00bb][vc_empty_space height=\u00bb30px\u00bb][vc_column_text]<\/p>\n

C\u00f3mo hemos ayudado<\/h2>\n

Dado que muchos requisitos elementales de un objeto de construcci\u00f3n suelen repetirse en las distintas licitaciones, los expertos en Data Science de XITASO desarrollaron una soluci\u00f3n para hacer\u00a0 este proceso de c\u00e1lculo m\u00e1s eficiente. Bas\u00e1ndose en c\u00e1lculos de ofertas anteriores y con la ayuda de m\u00e9todos de Data Science<\/a> e inteligencia artificial, el BRZ 365 KI-Kalkulation<\/a> (C\u00e1lculo basado en IA de BRZ) ahorra mucho tiempo a los estimadores con recomendaciones precisas. Ahora puede utilizarse para requisitos de proyectos de construcci\u00f3n complejos.[\/vc_column_text][vc_empty_space height=\u00bb30px\u00bb][vc_column_text]<\/p>\n

Tecnolog\u00edas<\/h2>\n

[\/vc_column_text][vc_empty_space height=\u00bb15px\u00bb][vc_raw_html]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[\/vc_raw_html][vc_empty_space height=\u00bb60px\u00bb][\/vc_column_inner][\/vc_row_inner][\/vc_column][\/vc_row][vc_row css_animation=\u00bb\u00bb row_type=\u00bbrow\u00bb use_row_as_full_screen_section=\u00bbno\u00bb type=\u00bbfull_width\u00bb angled_section=\u00bbno\u00bb text_align=\u00bbleft\u00bb background_image_as_pattern=\u00bbwithout_pattern\u00bb][vc_column][vc_empty_space height=\u00bb50px\u00bb][\/vc_column][\/vc_row][vc_row css_animation=\u00bb\u00bb row_type=\u00bbrow\u00bb use_row_as_full_screen_section=\u00bbno\u00bb type=\u00bbfull_width\u00bb angled_section=\u00bbno\u00bb text_align=\u00bbleft\u00bb background_image_as_pattern=\u00bbwithout_pattern\u00bb][vc_column][vc_row_inner row_type=\u00bbrow\u00bb type=\u00bbgrid\u00bb text_align=\u00bbleft\u00bb css_animation=\u00bb\u00bb][vc_column_inner][vc_column_text]<\/p>\n

Gane licitaciones con BRZ 365 KI-Kalkulation<\/h2>\n

[\/vc_column_text][vc_empty_space height=\u00bb15px\u00bb][\/vc_column_inner][\/vc_row_inner][vc_row_inner row_type=\u00bbrow\u00bb type=\u00bbgrid\u00bb text_align=\u00bbleft\u00bb css_animation=\u00bb\u00bb][vc_column_inner width=\u00bb1\/2″][vc_column_text]El asistente de c\u00e1lculo de construcci\u00f3n utiliza algoritmos inteligentes para calcular las propuestas adecuadas para las partidas de licitaci\u00f3n. De este modo, la incorporaci\u00f3n a la plataforma de c\u00e1lculo BRZ 365 ahorra mucho tiempo a los estimadores en el laborioso trabajo rutinario.[\/vc_column_text][\/vc_column_inner][vc_column_inner width=\u00bb1\/2″][vc_column_text]Los valores de experiencia y los enfoques de c\u00e1lculo pueden tomarse para nuevas licitaciones del conjunto de datos de ofertas ya calculadas, incluso con textos redactados de forma diferente con las mismas descripciones funcionales.[\/vc_column_text][\/vc_column_inner][\/vc_row_inner][\/vc_column][\/vc_row][vc_row css_animation=\u00bb\u00bb row_type=\u00bbrow\u00bb use_row_as_full_screen_section=\u00bbno\u00bb type=\u00bbfull_width\u00bb angled_section=\u00bbno\u00bb text_align=\u00bbleft\u00bb background_image_as_pattern=\u00bbwithout_pattern\u00bb][vc_column][vc_empty_space height=\u00bb50px\u00bb][\/vc_column][\/vc_row][vc_row css_animation=\u00bb\u00bb row_type=\u00bbrow\u00bb use_row_as_full_screen_section=\u00bbno\u00bb type=\u00bbgrid\u00bb angled_section=\u00bbno\u00bb text_align=\u00bbleft\u00bb background_image_as_pattern=\u00bbwithout_pattern\u00bb z_index=\u00bb\u00bb][vc_column width=\u00bb1\/6″][\/vc_column][vc_column width=\u00bb2\/3″][vc_gallery interval=\u00bb3″ images=\u00bb37646,37649″ img_size=\u00bblarge\u00bb][\/vc_column][vc_column width=\u00bb1\/6″][\/vc_column][\/vc_row][vc_row css_animation=\u00bb\u00bb row_type=\u00bbrow\u00bb use_row_as_full_screen_section=\u00bbno\u00bb type=\u00bbfull_width\u00bb angled_section=\u00bbno\u00bb text_align=\u00bbleft\u00bb background_image_as_pattern=\u00bbwithout_pattern\u00bb][vc_column][vc_row_inner row_type=\u00bbrow\u00bb type=\u00bbgrid\u00bb text_align=\u00bbleft\u00bb css_animation=\u00bb\u00bb][vc_column_inner][vc_column_text]<\/p>\n

Propuestas de c\u00e1lculo a tres niveles<\/h3>\n

Con BRZ 365 KI-Kalkulation, los estimadores siempre tienen pleno control sobre qu\u00e9 proyectos pasados se incluyen en el conjunto de datos y qu\u00e9 nivel de automatizaci\u00f3n se utiliza al procesar la llamada lista de cantidades:[\/vc_column_text][\/vc_column_inner][\/vc_row_inner][\/vc_column][\/vc_row][vc_row css_animation=\u00bb\u00bb row_type=\u00bbrow\u00bb use_row_as_full_screen_section=\u00bbno\u00bb type=\u00bbfull_width\u00bb angled_section=\u00bbno\u00bb text_align=\u00bbleft\u00bb background_image_as_pattern=\u00bbwithout_pattern\u00bb][vc_column][vc_empty_space height=\u00bb50px\u00bb][\/vc_column][\/vc_row][vc_row css_animation=\u00bb\u00bb row_type=\u00bbrow\u00bb use_row_as_full_screen_section=\u00bbno\u00bb type=\u00bbgrid\u00bb angled_section=\u00bbno\u00bb text_align=\u00bbleft\u00bb background_image_as_pattern=\u00bbwithout_pattern\u00bb z_index=\u00bb\u00bb][vc_column][vc_row_inner row_type=\u00bbrow\u00bb type=\u00bbfull_width\u00bb text_align=\u00bbleft\u00bb css_animation=\u00bb\u00bb][vc_column_inner width=\u00bb1\/3″][vc_column_text]<\/p>\n

1. Recomendaciones de las distintas prioridades<\/strong><\/p>\n

Los estimadores trabajan partida por partida y tienen una serie de propuestas generadas para cada partida. Siempre deciden por s\u00ed mismos qu\u00e9 propuestas se aceptan y cu\u00e1les no.<\/p>\n

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2. Clasificaci\u00f3n del pliego de condiciones<\/strong><\/p>\n

La clasificaci\u00f3n de los art\u00edculos individuales visualiza la contribuci\u00f3n respectiva en relaci\u00f3n con el precio total. Esto permite a los estimadores centrarse en los art\u00edculos caros y dejar que la IA calcule las baratos.<\/p>\n

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3. C\u00e1lculo totalmente autom\u00e1tico de todos los art\u00edculos<\/strong><\/p>\n

El pliego de condiciones, incluidos los recargos, los precios y las listas de art\u00edculos y equipos, se calcula de forma parcial o totalmente autom\u00e1tica. Como resultado, los estimadores se benefician de un ahorro de tiempo m\u00e1ximo.<\/p>\n

[\/vc_column_text][\/vc_column_inner][\/vc_row_inner][\/vc_column][\/vc_row][vc_row css_animation=\u00bb\u00bb row_type=\u00bbrow\u00bb use_row_as_full_screen_section=\u00bbno\u00bb type=\u00bbfull_width\u00bb angled_section=\u00bbno\u00bb text_align=\u00bbleft\u00bb background_image_as_pattern=\u00bbwithout_pattern\u00bb][vc_column][vc_empty_space height=\u00bb50px\u00bb][vc_empty_space height=\u00bb30px\u00bb][\/vc_column][\/vc_row][vc_row css_animation=\u00bb\u00bb row_type=\u00bbrow\u00bb use_row_as_full_screen_section=\u00bbno\u00bb type=\u00bbfull_width\u00bb angled_section=\u00bbno\u00bb text_align=\u00bbleft\u00bb background_image_as_pattern=\u00bbwithout_pattern\u00bb css=\u00bb.vc_custom_1720513579241{background-color: #005962 !important;}\u00bb z_index=\u00bb\u00bb el_class=\u00bbquote-full-page\u00bb][vc_column][vc_row_inner row_type=\u00bbrow\u00bb type=\u00bbgrid\u00bb text_align=\u00bbleft\u00bb css_animation=\u00bb\u00bb][vc_column_inner][vc_column_text css=\u00bb.vc_custom_1694606370597{background-color: #ffffff !important;}\u00bb]<\/p>\n

\"\"\u201cGracias a la experiencia en Data Science de XITASO, hemos podido aportar al mercado una innovaci\u00f3n con el c\u00e1lculo de IA que confiere a BRZ una gran ventaja competitiva y aporta un valor a\u00f1adido real a los usuarios.\u201d<\/h3>\n

Johannes Gunkel<\/strong>
\nProduct Owner
\nBRZ Deutschland GmbH[\/vc_column_text][\/vc_column_inner][\/vc_row_inner][\/vc_column][\/vc_row][vc_row css_animation=\u00bb\u00bb row_type=\u00bbrow\u00bb use_row_as_full_screen_section=\u00bbno\u00bb type=\u00bbgrid\u00bb angled_section=\u00bbno\u00bb text_align=\u00bbleft\u00bb background_image_as_pattern=\u00bbwithout_pattern\u00bb z_index=\u00bb\u00bb][vc_column][vc_empty_space height=\u00bb50″][vc_empty_space height=\u00bb30″ el_class=\u00bbnot-on-mobile\u00bb][\/vc_column][\/vc_row][vc_row css_animation=\u00bb\u00bb row_type=\u00bbrow\u00bb use_row_as_full_screen_section=\u00bbno\u00bb type=\u00bbfull_width\u00bb angled_section=\u00bbno\u00bb text_align=\u00bbleft\u00bb background_image_as_pattern=\u00bbwithout_pattern\u00bb z_index=\u00bb\u00bb el_class=\u00bbrow-image-mobile-full-width\u00bb][vc_column][vc_row_inner row_type=\u00bbrow\u00bb type=\u00bbgrid\u00bb text_align=\u00bbleft\u00bb css_animation=\u00bb\u00bb][vc_column_inner width=\u00bb1\/2″][vc_column_text css=\u00bb\u00bb]<\/p>\n

Data Quick Check de XITASO<\/div>\n

Validaci\u00f3n de la visi\u00f3n del proyecto en s\u00f3lo 15 d\u00edas<\/h2>\n

La visi\u00f3n de BRZ se basaba en la hip\u00f3tesis de que los servicios de artesanos, equipos y materiales requeridos son similares si los requisitos son muy parecidos en su contenido. Para probar esta hip\u00f3tesis, se compararon los textos de los requisitos con el Procesamiento del Lenguaje Natural (PLN) y se controlaron los precios respectivos. As\u00ed se garantizaba la viabilidad<\/strong> antes de dedicar recursos a un proyecto de implantaci\u00f3n.<\/p>\n

El resultado del XITASO Data Quick Check<\/a>\u00a0confirm\u00f3 la hip\u00f3tesis inicial y demostr\u00f3 que, efectivamente, es posible recurrir a los requisitos del pasado para calcular los precios de oferta. Esto sent\u00f3 las bases para seguir desarrollando el producto con \u00e9xito<\/strong>.[\/vc_column_text][\/vc_column_inner][vc_column_inner width=\u00bb1\/2″][vc_empty_space height=\u00bb80px\u00bb el_class=\u00bbnot-on-mobile\u00bb][vc_single_image image=\u00bb37742″ img_size=\u00bbfull\u00bb css=\u00bb.vc_custom_1660301717409{padding-right: 20px !important;padding-left: 20px !important;}\u00bb qode_css_animation=\u00bb\u00bb][vc_column_text]<\/p>\n

Matriz de similitud de textos de requisitos<\/p>\n

[\/vc_column_text][\/vc_column_inner][\/vc_row_inner][\/vc_column][\/vc_row][vc_row css_animation=\u00bb\u00bb row_type=\u00bbrow\u00bb use_row_as_full_screen_section=\u00bbno\u00bb type=\u00bbfull_width\u00bb angled_section=\u00bbno\u00bb text_align=\u00bbleft\u00bb background_image_as_pattern=\u00bbwithout_pattern\u00bb z_index=\u00bb\u00bb][vc_column][vc_empty_space height=\u00bb30″ el_class=\u00bbnot-on-mobile\u00bb][vc_empty_space height=\u00bb50″][\/vc_column][\/vc_row][vc_row css_animation=\u00bb\u00bb row_type=\u00bbrow\u00bb use_row_as_full_screen_section=\u00bbno\u00bb type=\u00bbfull_width\u00bb angled_section=\u00bbno\u00bb text_align=\u00bbleft\u00bb background_image_as_pattern=\u00bbwithout_pattern\u00bb z_index=\u00bb\u00bb el_class=\u00bbrow-image-mobile-full-width\u00bb][vc_column][vc_row_inner row_type=\u00bbrow\u00bb type=\u00bbgrid\u00bb text_align=\u00bbleft\u00bb css_animation=\u00bb\u00bb][vc_column_inner width=\u00bb1\/2″][vc_single_image image=\u00bb41271″ img_size=\u00bb424×378″ qode_css_animation=\u00bb\u00bb][\/vc_column_inner][vc_column_inner width=\u00bb1\/2″][vc_column_text css=\u00bb\u00bb el_class=\u00bbtext_max_750 zentriert\u00bb]<\/p>\n

El proceso de dise\u00f1o centrado en el usuario<\/div>\n

Usabilidad \u00f3ptima mediante un enfoque centrado en el usuario<\/h2>\n

Para garantizar que la soluci\u00f3n de software final satisface las necesidades concretas de las calculadoras de construcci\u00f3n<\/strong>, los expertos en UI\/UX de XITASO se centraron en ellas desde el principio. Adem\u00e1s de definir los grupos de usuarios y el personaje \u00abEdgar Effizient\u00bb, y de examinar el recorrido del usuario, tambi\u00e9n se realizaron pruebas con usuarios reales. De este modo, se obtuvo una retroalimentaci\u00f3n temprana que sirvi\u00f3 de base para mejorar y ampliar continuamente la soluci\u00f3n. A lo largo del proceso de desarrollo, se garantiz\u00f3 que las funciones y los conceptos se tuvieran siempre en cuenta desde la perspectiva del usuario y que la usabilidad y la aceptaci\u00f3n del producto en el mercado estuvieran aseguradas<\/strong>.[\/vc_column_text][\/vc_column_inner][\/vc_row_inner][\/vc_column][\/vc_row][vc_row css_animation=\u00bb\u00bb row_type=\u00bbrow\u00bb use_row_as_full_screen_section=\u00bbno\u00bb type=\u00bbfull_width\u00bb angled_section=\u00bbno\u00bb text_align=\u00bbleft\u00bb background_image_as_pattern=\u00bbwithout_pattern\u00bb z_index=\u00bb\u00bb][vc_column][vc_empty_space height=\u00bb30″ el_class=\u00bbnot-on-mobile\u00bb][vc_empty_space height=\u00bb50″][\/vc_column][\/vc_row][vc_row css_animation=\u00bb\u00bb row_type=\u00bbrow\u00bb use_row_as_full_screen_section=\u00bbno\u00bb type=\u00bbfull_width\u00bb angled_section=\u00bbno\u00bb text_align=\u00bbleft\u00bb background_image_as_pattern=\u00bbwithout_pattern\u00bb el_class=\u00bbtwo-column-with-heading-on-top\u00bb z_index=\u00bb\u00bb][vc_column][vc_row_inner row_type=\u00bbrow\u00bb type=\u00bbgrid\u00bb text_align=\u00bbleft\u00bb css_animation=\u00bb\u00bb][vc_column_inner][vc_column_text css=\u00bb\u00bb]<\/p>\n

Siempre tener en cuenta la m\u00e1xima calidad<\/div>\n

Soluci\u00f3n de alto rendimiento gracias a la base de datos vectorial<\/h2>\n

[\/vc_column_text][\/vc_column_inner][\/vc_row_inner][vc_row_inner row_type=\u00bbrow\u00bb type=\u00bbgrid\u00bb text_align=\u00bbleft\u00bb css_animation=\u00bb\u00bb][vc_column_inner width=\u00bb1\/2″][vc_column_text]De acuerdo con los elevados est\u00e1ndares de calidad<\/strong> de XITASO, se hizo especial hincapi\u00e9 en el rendimiento y la resistencia<\/strong> de la soluci\u00f3n digital para BRZ. Mediante modelos ling\u00fc\u00edsticos basados en redes neuronales, la sem\u00e1ntica de los textos de requisitos se transform\u00f3 en vectores.[\/vc_column_text][\/vc_column_inner][vc_column_inner width=\u00bb1\/2″][vc_column_text]El algoritmo de b\u00fasqueda comprueba ahora los textos no por las mismas palabras, sino directamente por el mismo significado. Gracias a la vectorizaci\u00f3n, tambi\u00e9n se buscan millones de textos de solicitud en menos de un segundo<\/strong> y se obtienen c\u00e1lculos similares.[\/vc_column_text][\/vc_column_inner][\/vc_row_inner][\/vc_column][\/vc_row][vc_row css_animation=\u00bb\u00bb row_type=\u00bbrow\u00bb use_row_as_full_screen_section=\u00bbno\u00bb type=\u00bbfull_width\u00bb angled_section=\u00bbno\u00bb text_align=\u00bbleft\u00bb background_image_as_pattern=\u00bbwithout_pattern\u00bb][vc_column][vc_empty_space height=\u00bb40px\u00bb][\/vc_column][\/vc_row][vc_row css_animation=\u00bb\u00bb row_type=\u00bbrow\u00bb use_row_as_full_screen_section=\u00bbno\u00bb type=\u00bbgrid\u00bb angled_section=\u00bbno\u00bb text_align=\u00bbleft\u00bb background_image_as_pattern=\u00bbwithout_pattern\u00bb z_index=\u00bb\u00bb][vc_column][vc_single_image image=\u00bb46468″ img_size=\u00bbfull\u00bb alignment=\u00bbcenter\u00bb css=\u00bb\u00bb qode_css_animation=\u00bb\u00bb][\/vc_column][\/vc_row][vc_row css_animation=\u00bb\u00bb row_type=\u00bbrow\u00bb use_row_as_full_screen_section=\u00bbno\u00bb type=\u00bbfull_width\u00bb angled_section=\u00bbno\u00bb text_align=\u00bbleft\u00bb background_image_as_pattern=\u00bbwithout_pattern\u00bb][vc_column][vc_empty_space height=\u00bb30px\u00bb][vc_empty_space height=\u00bb20px\u00bb][\/vc_column][\/vc_row][vc_row css_animation=\u00bb\u00bb row_type=\u00bbrow\u00bb use_row_as_full_screen_section=\u00bbno\u00bb type=\u00bbfull_width\u00bb angled_section=\u00bbno\u00bb text_align=\u00bbleft\u00bb background_image_as_pattern=\u00bbwithout_pattern\u00bb z_index=\u00bb\u00bb][vc_column][vc_empty_space height=\u00bb50px\u00bb][vc_column_text]<\/p>\n

M\u00e1s proyectos<\/h2>\n

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MAN \/ Fraunhofer<\/div>\n

Gesti\u00f3n para redes de suministro de energ\u00eda<\/h3>\n

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Klinikum Rechts der Isar (MRI)<\/div>\n

Programaci\u00f3n y planificaci\u00f3n diaria automatizadas<\/h3>\n

[\/vc_column_text][vc_raw_html]JTNDJTJGYSUzRQ==[\/vc_raw_html][\/vc_column_inner][vc_column_inner width=\u00bb1\/3″][vc_raw_html]JTNDYSUyMGhyZWYlM0QlMjIlMkZlcyUyRnByb3llY3RvcyUyRndpdHRlbnN0ZWluLXBvcnRhbC1kZS1wb3N0dmVudGEtZGUtd2l0dGVuc3RlaW4lMkYlMjIlM0U=[\/vc_raw_html][vc_empty_space height=\u00bb250″ image_repeat=\u00bbno-repeat\u00bb background_image=\u00bb17619″][vc_column_text]<\/p>\n

WITTENSTEIN<\/div>\n

Portal de servicios de posventa para la identificaci\u00f3n de productos<\/h3>\n

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Mostrar todos los proyectos<\/a><\/p>\n

[\/vc_column_text][\/vc_column][\/vc_row][vc_row css_animation=\u00bb\u00bb row_type=\u00bbrow\u00bb use_row_as_full_screen_section=\u00bbno\u00bb type=\u00bbfull_width\u00bb angled_section=\u00bbno\u00bb text_align=\u00bbleft\u00bb background_image_as_pattern=\u00bbwithout_pattern\u00bb][vc_column][vc_empty_space height=\u00bb50px\u00bb][vc_empty_space height=\u00bb50px\u00bb][\/vc_column][\/vc_row][vc_row css_animation=\u00bb\u00bb row_type=\u00bbrow\u00bb use_row_as_full_screen_section=\u00bbno\u00bb type=\u00bbfull_width\u00bb angled_section=\u00bbno\u00bb text_align=\u00bbleft\u00bb background_image_as_pattern=\u00bbwithout_pattern\u00bb css=\u00bb.vc_custom_1720513539267{background-color: #e8e0e0 !important;}\u00bb z_index=\u00bb\u00bb][vc_column][vc_row_inner row_type=\u00bbrow\u00bb type=\u00bbfull_width\u00bb text_align=\u00bbleft\u00bb css_animation=\u00bb\u00bb][vc_column_inner][vc_empty_space height=\u00bb40px\u00bb][vc_column_text]<\/p>\n

<\/h2>\n

<\/h2>\n

\u00bfLe interesa un proyecto, un servicio o tiene otra pregunta?<\/h2>\n

 <\/p>\n

[\/vc_column_text][vc_single_image image=\u00bb35247″ img_size=\u00bbfull\u00bb alignment=\u00bbcenter\u00bb qode_css_animation=\u00bb\u00bb][vc_column_text css=\u00bb\u00bb]<\/p>\n

Bernd Sch\u00e4chterle<\/strong><\/p>\n

Tel. +49 821 885 882 58
\nbernd.schaechterle@xitaso.com<\/a><\/p>\n

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