{"id":44258,"date":"2025-08-14T16:30:23","date_gmt":"2025-08-14T14:30:23","guid":{"rendered":"https:\/\/stage2.convotis.com\/es\/?page_id=44258"},"modified":"2025-08-29T13:12:40","modified_gmt":"2025-08-29T11:12:40","slug":"soluciones-machine-learning","status":"publish","type":"page","link":"https:\/\/www.convotis.com\/es\/data-ai\/soluciones-machine-learning\/","title":{"rendered":"Soluciones Machine Learning"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-page\" data-elementor-id=\"44258\" class=\"elementor elementor-44258\" data-elementor-post-type=\"page\">\n\t\t\t\t<div class=\"elementor-element elementor-element-bc35d92 e-flex e-con-boxed e-con e-parent\" data-id=\"bc35d92\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-2a64812 e-con-full e-flex e-con e-parent\" data-id=\"2a64812\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-43530c5 e-con-full e-flex e-con e-child\" data-id=\"43530c5\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-3789806 e-con-full container-offering-headerimage e-flex e-con e-child\" data-id=\"3789806\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-5dcca1f elementor-widget elementor-widget-image\" data-id=\"5dcca1f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"1090\" height=\"670\" src=\"https:\/\/www.convotis.com\/es\/wp-content\/uploads\/sites\/3\/2025\/07\/Machine-Learning-Solutions.png\" class=\"attachment-1536x1536 size-1536x1536 wp-image-33833\" alt=\"Team developing and collaborating on innovative machine learning solutions in a modern office environment\" srcset=\"https:\/\/www.convotis.com\/es\/wp-content\/uploads\/sites\/3\/2025\/07\/Machine-Learning-Solutions.png 1090w, https:\/\/www.convotis.com\/es\/wp-content\/uploads\/sites\/3\/2025\/07\/Machine-Learning-Solutions-300x184.png 300w, https:\/\/www.convotis.com\/es\/wp-content\/uploads\/sites\/3\/2025\/07\/Machine-Learning-Solutions-1024x629.png 1024w, https:\/\/www.convotis.com\/es\/wp-content\/uploads\/sites\/3\/2025\/07\/Machine-Learning-Solutions-768x472.png 768w\" sizes=\"auto, (max-width: 1090px) 100vw, 1090px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-907feba e-con-full e-flex e-con e-child\" data-id=\"907feba\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-837c28a e-con-full container-offering-header e-flex e-con e-child\" data-id=\"837c28a\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-1acc71b elementor-widget elementor-widget-heading\" data-id=\"1acc71b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h1 class=\"elementor-heading-title elementor-size-default\">Soluciones Machine Learning para un futuro basado en la inteligencia artificial.<\/h1>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3972dea elementor-widget elementor-widget-text-editor\" data-id=\"3972dea\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Soluciones Machine Learning que convierten los datos en valor empresarial. Con las soluciones Machine Learning, desbloquear\u00e1s el valor pr\u00e1ctico de tus datos mediante previsiones precisas, procesos automatizados y decisiones basadas en datos. Desarrollamos modelos a medida para clasificaci\u00f3n, previsi\u00f3n o IA generativa, al tiempo que garantizamos una integraci\u00f3n perfecta en sus sistemas existentes.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-02312b3 elementor-widget elementor-widget-convotis-bootstrap-button\" data-id=\"02312b3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"convotis-bootstrap-button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<a href=\"https:\/\/www.convotis.com\/es\/data-ai\/soluciones-machine-learning\/#offering\" class=\"btn btn-teal\">C\u00f3mo te ayudamos<\/a>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-952d3d4 e-flex e-con-boxed e-con e-child\" data-id=\"952d3d4\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-66671c4 e-con-full e-flex e-con e-child\" data-id=\"66671c4\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-9fb8140 elementor-widget elementor-widget-heading\" data-id=\"9fb8140\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Machine Learning: modelos escalables de previsi\u00f3n, clasificaci\u00f3n y detecci\u00f3n de anomal\u00edas.<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-86f1d41 elementor-widget elementor-widget-text-editor\" data-id=\"86f1d41\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Muchas organizaciones poseen enormes cantidades de datos, pero sin los modelos adecuados, su potencial queda desaprovechado. Los sistemas tradicionales a menudo alcanzan sus l\u00edmites cuando detectan patrones complejos, procesan el lenguaje natural o derivan acciones autom\u00e1ticamente.<\/p><p>Con nuestras soluciones Machine Learning, creamos estructuras escalables para un despliegue productivo de la IA. Ya se trate de previsi\u00f3n, clasificaci\u00f3n de textos o detecci\u00f3n de anomal\u00edas, desarrollamos e integramos modelos de ML que se adaptan perfectamente a tus procesos existentes. Gracias a los principios de MLOps, las API modulares y la formaci\u00f3n continua de modelos, garantizamos la eficiencia, la escalabilidad y el rendimiento a largo plazo, listos para la automatizaci\u00f3n en tiempo real basada en datos.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-35c5075 e-con-full e-flex e-con e-child\" data-id=\"35c5075\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-b97f00c e-con-full e-flex e-con e-child\" data-id=\"b97f00c\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-1e10539 elementor-widget elementor-widget-text-editor\" data-id=\"1e10539\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h4>Base tecnol\u00f3gica de nuestras soluciones Machine Learning: para un futuro impulsado por la IA<\/h4>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-dd62df6 e-con-full e-flex e-con e-child\" data-id=\"dd62df6\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-289fc59 e-con-full e-flex e-con e-child\" data-id=\"289fc59\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-2a6a2a2 elementor-icon-list--layout-traditional elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"2a6a2a2\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<ul class=\"elementor-icon-list-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"icon icon-check-thin\"><\/i>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">GenAI: Langchain, LlamaIndex y CrewAI para flujos de trabajo de integraci\u00f3n<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"icon icon-check-thin\"><\/i>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Frameworks: TensorFlow, Keras, PyTorch<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"icon icon-check-thin\"><\/i>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Clasificaci\u00f3n y previsi\u00f3n con Scikit-learn y XGBoost<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"icon icon-check-thin\"><\/i>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">MLflow y registro de modelos para la gesti\u00f3n del ciclo de vida<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"icon icon-check-thin\"><\/i>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">An\u00e1lisis avanzados: Informaci\u00f3n basada en ML para previsi\u00f3n, segmentaci\u00f3n y optimizaci\u00f3n<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-e84020b e-con-full e-flex e-con e-child\" data-id=\"e84020b\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-7b3bb70 elementor-icon-list--layout-traditional elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"7b3bb70\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<ul class=\"elementor-icon-list-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"icon icon-check-thin\"><\/i>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Azure ML y AWS SageMaker para una formaci\u00f3n escalable<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"icon icon-check-thin\"><\/i>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">MLOps con Kubernetes, Docker y pipelines CI\/CD<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"icon icon-check-thin\"><\/i>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Integraci\u00f3n de API RESTful en sistemas ERP, CRM y BI<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"icon icon-check-thin\"><\/i>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Casos de uso de ML: Predicci\u00f3n de bajas, previsi\u00f3n de ventas, detecci\u00f3n de anomal\u00edas<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"icon icon-check-thin\"><\/i>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">T\u00e9cnicas de modelizaci\u00f3n: Modelizaci\u00f3n de Markov, agrupaci\u00f3n, previsi\u00f3n de series temporales, redes neuronales<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a39bde0 elementor-widget elementor-widget-loop-carousel\" data-id=\"a39bde0\" 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https:\/\/www.convotis.com\/es\/wp-content\/uploads\/sites\/3\/2024\/01\/cajamar.png 520w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div data-elementor-type=\"loop-item\" data-elementor-id=\"28317\" class=\"elementor elementor-28317 swiper-slide e-loop-item e-loop-item-44819 post-44819 references type-references status-publish has-post-thumbnail hentry references-service-data-science_ai-es\" data-elementor-post-type=\"elementor_library\" role=\"group\" aria-roledescription=\"slide\" data-custom-edit-handle=\"1\">\n\t\t\t<div class=\"elementor-element elementor-element-7fa25d85 e-flex e-con-boxed e-con e-parent\" data-id=\"7fa25d85\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element 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status-publish has-post-thumbnail hentry references-service-data-science_ai-es\" data-elementor-post-type=\"elementor_library\" role=\"group\" aria-roledescription=\"slide\" data-custom-edit-handle=\"1\">\n\t\t\t<div class=\"elementor-element elementor-element-7fa25d85 e-flex e-con-boxed e-con e-parent\" data-id=\"7fa25d85\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-486d2a4d elementor-widget elementor-widget-theme-post-featured-image elementor-widget-image\" data-id=\"486d2a4d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"theme-post-featured-image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"300\" height=\"173\" 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https:\/\/www.convotis.com\/es\/wp-content\/uploads\/sites\/3\/2025\/08\/Diventa.png 520w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div data-elementor-type=\"loop-item\" data-elementor-id=\"28317\" class=\"elementor elementor-28317 swiper-slide e-loop-item e-loop-item-45011 post-45011 references type-references status-publish has-post-thumbnail hentry references-service-digital-transformation-es\" data-elementor-post-type=\"elementor_library\" role=\"group\" aria-roledescription=\"slide\" data-custom-edit-handle=\"1\">\n\t\t\t<div class=\"elementor-element elementor-element-7fa25d85 e-flex e-con-boxed e-con e-parent\" data-id=\"7fa25d85\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-486d2a4d elementor-widget elementor-widget-theme-post-featured-image elementor-widget-image\" data-id=\"486d2a4d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"theme-post-featured-image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"300\" height=\"173\" src=\"https:\/\/www.convotis.com\/es\/wp-content\/uploads\/sites\/3\/2024\/01\/Kundenlogo-300-x-100-px-3-300x173.png\" class=\"attachment-medium size-medium wp-image-17691\" alt=\"MENNEKES\" srcset=\"https:\/\/www.convotis.com\/es\/wp-content\/uploads\/sites\/3\/2024\/01\/Kundenlogo-300-x-100-px-3-300x173.png 300w, https:\/\/www.convotis.com\/es\/wp-content\/uploads\/sites\/3\/2024\/01\/Kundenlogo-300-x-100-px-3.png 520w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div 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sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div data-elementor-type=\"loop-item\" data-elementor-id=\"28317\" class=\"elementor elementor-28317 swiper-slide e-loop-item e-loop-item-45016 post-45016 references type-references status-publish has-post-thumbnail hentry references-service-digital-transformation-es\" data-elementor-post-type=\"elementor_library\" role=\"group\" aria-roledescription=\"slide\" data-custom-edit-handle=\"1\">\n\t\t\t<div class=\"elementor-element elementor-element-7fa25d85 e-flex e-con-boxed e-con e-parent\" data-id=\"7fa25d85\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-486d2a4d elementor-widget elementor-widget-theme-post-featured-image 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e-loop-item e-loop-item-45017 post-45017 references type-references status-publish has-post-thumbnail hentry references-service-digital-transformation-es\" data-elementor-post-type=\"elementor_library\" role=\"group\" aria-roledescription=\"slide\" data-custom-edit-handle=\"1\">\n\t\t\t<div class=\"elementor-element elementor-element-7fa25d85 e-flex e-con-boxed e-con e-parent\" data-id=\"7fa25d85\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-486d2a4d elementor-widget elementor-widget-theme-post-featured-image elementor-widget-image\" data-id=\"486d2a4d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"theme-post-featured-image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"300\" height=\"173\" src=\"https:\/\/www.convotis.com\/es\/wp-content\/uploads\/sites\/3\/2025\/07\/PKZ-300x173.png\" class=\"attachment-medium size-medium wp-image-32671\" alt=\"\" srcset=\"https:\/\/www.convotis.com\/es\/wp-content\/uploads\/sites\/3\/2025\/07\/PKZ-300x173.png 300w, https:\/\/www.convotis.com\/es\/wp-content\/uploads\/sites\/3\/2025\/07\/PKZ.png 520w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div data-elementor-type=\"loop-item\" data-elementor-id=\"28317\" class=\"elementor elementor-28317 swiper-slide e-loop-item e-loop-item-45018 post-45018 references type-references status-publish has-post-thumbnail hentry references-service-digital-transformation-es\" data-elementor-post-type=\"elementor_library\" role=\"group\" aria-roledescription=\"slide\" data-custom-edit-handle=\"1\">\n\t\t\t<div class=\"elementor-element elementor-element-7fa25d85 e-flex e-con-boxed e-con e-parent\" data-id=\"7fa25d85\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-486d2a4d elementor-widget elementor-widget-theme-post-featured-image elementor-widget-image\" data-id=\"486d2a4d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"theme-post-featured-image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"300\" height=\"173\" src=\"https:\/\/www.convotis.com\/es\/wp-content\/uploads\/sites\/3\/2024\/01\/prokon-300x173.png\" class=\"attachment-medium size-medium wp-image-17070\" alt=\"\" srcset=\"https:\/\/www.convotis.com\/es\/wp-content\/uploads\/sites\/3\/2024\/01\/prokon-300x173.png 300w, https:\/\/www.convotis.com\/es\/wp-content\/uploads\/sites\/3\/2024\/01\/prokon.png 520w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div data-elementor-type=\"loop-item\" data-elementor-id=\"28317\" class=\"elementor elementor-28317 swiper-slide e-loop-item e-loop-item-45019 post-45019 references type-references status-publish has-post-thumbnail hentry references-service-digital-transformation-es\" data-elementor-post-type=\"elementor_library\" role=\"group\" aria-roledescription=\"slide\" data-custom-edit-handle=\"1\">\n\t\t\t<div class=\"elementor-element elementor-element-7fa25d85 e-flex e-con-boxed e-con e-parent\" data-id=\"7fa25d85\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-486d2a4d elementor-widget elementor-widget-theme-post-featured-image elementor-widget-image\" data-id=\"486d2a4d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"theme-post-featured-image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"300\" height=\"173\" src=\"https:\/\/www.convotis.com\/es\/wp-content\/uploads\/sites\/3\/2024\/01\/University-of-Ljubljana_2-300x173.png\" class=\"attachment-medium size-medium wp-image-16921\" alt=\"\" srcset=\"https:\/\/www.convotis.com\/es\/wp-content\/uploads\/sites\/3\/2024\/01\/University-of-Ljubljana_2-300x173.png 300w, https:\/\/www.convotis.com\/es\/wp-content\/uploads\/sites\/3\/2024\/01\/University-of-Ljubljana_2.png 520w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div 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class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"300\" height=\"173\" src=\"https:\/\/www.convotis.com\/es\/wp-content\/uploads\/sites\/3\/2025\/07\/Vontobel-Asset-Management-AG-300x173.png\" class=\"attachment-medium size-medium wp-image-33217\" alt=\"\" srcset=\"https:\/\/www.convotis.com\/es\/wp-content\/uploads\/sites\/3\/2025\/07\/Vontobel-Asset-Management-AG-300x173.png 300w, https:\/\/www.convotis.com\/es\/wp-content\/uploads\/sites\/3\/2025\/07\/Vontobel-Asset-Management-AG.png 520w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div data-elementor-type=\"loop-item\" data-elementor-id=\"28317\" class=\"elementor elementor-28317 swiper-slide e-loop-item e-loop-item-45022 post-45022 references type-references status-publish has-post-thumbnail hentry references-service-cloud_solutions_es\" 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wp-image-11458\" alt=\"\" srcset=\"https:\/\/www.convotis.com\/es\/wp-content\/uploads\/sites\/3\/2023\/01\/blau-direkt-300x173.png 300w, https:\/\/www.convotis.com\/es\/wp-content\/uploads\/sites\/3\/2023\/01\/blau-direkt.png 520w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div data-elementor-type=\"loop-item\" data-elementor-id=\"28317\" class=\"elementor elementor-28317 swiper-slide e-loop-item e-loop-item-45023 post-45023 references type-references status-publish has-post-thumbnail hentry references-service-cloud_solutions_es references-service-data-science_ai-es\" data-elementor-post-type=\"elementor_library\" role=\"group\" aria-roledescription=\"slide\" data-custom-edit-handle=\"1\">\n\t\t\t<div class=\"elementor-element elementor-element-7fa25d85 e-flex e-con-boxed e-con e-parent\" data-id=\"7fa25d85\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-486d2a4d elementor-widget elementor-widget-theme-post-featured-image elementor-widget-image\" data-id=\"486d2a4d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"theme-post-featured-image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"300\" height=\"173\" src=\"https:\/\/www.convotis.com\/es\/wp-content\/uploads\/sites\/3\/2025\/07\/Varengold-Bank-AG-1-300x173.png\" class=\"attachment-medium size-medium wp-image-33756\" alt=\"\" srcset=\"https:\/\/www.convotis.com\/es\/wp-content\/uploads\/sites\/3\/2025\/07\/Varengold-Bank-AG-1-300x173.png 300w, https:\/\/www.convotis.com\/es\/wp-content\/uploads\/sites\/3\/2025\/07\/Varengold-Bank-AG-1.png 520w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div data-elementor-type=\"loop-item\" data-elementor-id=\"28317\" class=\"elementor elementor-28317 swiper-slide e-loop-item e-loop-item-45024 post-45024 references type-references status-publish has-post-thumbnail hentry references-service-digital-transformation-es\" data-elementor-post-type=\"elementor_library\" role=\"group\" aria-roledescription=\"slide\" data-custom-edit-handle=\"1\">\n\t\t\t<div class=\"elementor-element elementor-element-7fa25d85 e-flex e-con-boxed e-con e-parent\" data-id=\"7fa25d85\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-486d2a4d elementor-widget elementor-widget-theme-post-featured-image elementor-widget-image\" data-id=\"486d2a4d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"theme-post-featured-image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"300\" height=\"173\" src=\"https:\/\/www.convotis.com\/es\/wp-content\/uploads\/sites\/3\/2022\/09\/STOROpack-300x173.png\" class=\"attachment-medium size-medium wp-image-5013\" alt=\"\" srcset=\"https:\/\/www.convotis.com\/es\/wp-content\/uploads\/sites\/3\/2022\/09\/STOROpack-300x173.png 300w, https:\/\/www.convotis.com\/es\/wp-content\/uploads\/sites\/3\/2022\/09\/STOROpack.png 520w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div data-elementor-type=\"loop-item\" data-elementor-id=\"28317\" class=\"elementor elementor-28317 swiper-slide e-loop-item e-loop-item-45026 post-45026 references type-references status-publish has-post-thumbnail hentry references-service-digital-transformation-es\" data-elementor-post-type=\"elementor_library\" role=\"group\" aria-roledescription=\"slide\" data-custom-edit-handle=\"1\">\n\t\t\t<div class=\"elementor-element elementor-element-7fa25d85 e-flex e-con-boxed e-con e-parent\" data-id=\"7fa25d85\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-486d2a4d elementor-widget elementor-widget-theme-post-featured-image elementor-widget-image\" data-id=\"486d2a4d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"theme-post-featured-image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"300\" height=\"173\" src=\"https:\/\/www.convotis.com\/es\/wp-content\/uploads\/sites\/3\/2022\/09\/Lueb-Wolters-300x173.png\" class=\"attachment-medium size-medium wp-image-5083\" alt=\"\" srcset=\"https:\/\/www.convotis.com\/es\/wp-content\/uploads\/sites\/3\/2022\/09\/Lueb-Wolters-300x173.png 300w, https:\/\/www.convotis.com\/es\/wp-content\/uploads\/sites\/3\/2022\/09\/Lueb-Wolters.png 520w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div data-elementor-type=\"loop-item\" data-elementor-id=\"28317\" class=\"elementor elementor-28317 swiper-slide e-loop-item e-loop-item-45027 post-45027 references type-references status-publish has-post-thumbnail hentry references-service-digital-transformation-es\" data-elementor-post-type=\"elementor_library\" role=\"group\" aria-roledescription=\"slide\" data-custom-edit-handle=\"1\">\n\t\t\t<div class=\"elementor-element elementor-element-7fa25d85 e-flex e-con-boxed e-con e-parent\" data-id=\"7fa25d85\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-486d2a4d elementor-widget elementor-widget-theme-post-featured-image elementor-widget-image\" data-id=\"486d2a4d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"theme-post-featured-image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"300\" height=\"173\" src=\"https:\/\/www.convotis.com\/es\/wp-content\/uploads\/sites\/3\/2022\/09\/Lenze-1-300x173.png\" class=\"attachment-medium size-medium wp-image-4930\" alt=\"\" srcset=\"https:\/\/www.convotis.com\/es\/wp-content\/uploads\/sites\/3\/2022\/09\/Lenze-1-300x173.png 300w, https:\/\/www.convotis.com\/es\/wp-content\/uploads\/sites\/3\/2022\/09\/Lenze-1.png 520w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div data-elementor-type=\"loop-item\" data-elementor-id=\"28317\" class=\"elementor elementor-28317 swiper-slide e-loop-item e-loop-item-45031 post-45031 references type-references status-publish has-post-thumbnail hentry references-service-cloud_solutions_es\" data-elementor-post-type=\"elementor_library\" role=\"group\" aria-roledescription=\"slide\" data-custom-edit-handle=\"1\">\n\t\t\t<div class=\"elementor-element elementor-element-7fa25d85 e-flex e-con-boxed e-con e-parent\" data-id=\"7fa25d85\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-486d2a4d elementor-widget elementor-widget-theme-post-featured-image elementor-widget-image\" data-id=\"486d2a4d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"theme-post-featured-image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"300\" height=\"173\" src=\"https:\/\/www.convotis.com\/es\/wp-content\/uploads\/sites\/3\/2022\/09\/Fahrrad-XXL-2-300x173.png\" class=\"attachment-medium size-medium wp-image-5089\" alt=\"\" srcset=\"https:\/\/www.convotis.com\/es\/wp-content\/uploads\/sites\/3\/2022\/09\/Fahrrad-XXL-2-300x173.png 300w, https:\/\/www.convotis.com\/es\/wp-content\/uploads\/sites\/3\/2022\/09\/Fahrrad-XXL-2.png 520w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-efb962d e-con-full section e-flex e-con e-parent\" data-id=\"efb962d\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-516aa29 e-flex e-con-boxed e-con e-child\" data-id=\"516aa29\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-f249803 elementor-widget elementor-widget-text-editor\" data-id=\"f249803\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h3><strong>\u00bfCu\u00e1les son las ventajas concretas?<\/strong><br \/>Algoritmos de autoaprendizaje, integraci\u00f3n productiva e inteligencia operativa.<\/h3>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4ee2666 elementor-widget elementor-widget-convotis-callouts\" data-id=\"4ee2666\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"convotis-callouts.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"d-flex callouts row mt-4  inverse\"><div class=\"callout-block col-md-6 col-xl-3\"><i aria-hidden=\"true\" class=\"icon icon-chart-donut-thin\"><\/i><div class=\"callout-text\">Previsiones precisas para decisiones operativas y estrat\u00e9gicas<\/div><\/div><div class=\"callout-block col-md-6 col-xl-3\"><i aria-hidden=\"true\" class=\"icon icon-list-checks-thin\"><\/i><div class=\"callout-text\">Procesos automatizados para una mayor eficacia y escalabilidad<\/div><\/div><div class=\"callout-block col-md-6 col-xl-3\"><i aria-hidden=\"true\" class=\"icon icon-plugs-connected-thin\"><\/i><div class=\"callout-text\">Perfecta integraci\u00f3n con sistemas ERP, CRM y plataformas<\/div><\/div><div class=\"callout-block col-md-6 col-xl-3\"><i aria-hidden=\"true\" class=\"icon icon-book-open-user-thin\"><\/i><div class=\"callout-text\">Modelos de autoaprendizaje con optimizaci\u00f3n continua del rendimiento<\/div><\/div><div class=\"callout-block col-md-6 col-xl-3\"><i aria-hidden=\"true\" class=\"icon icon-translate-thin\"><\/i><div class=\"callout-text\">An\u00e1lisis de texto y voz mediante el procesamiento del lenguaje natural (PLN)<\/div><\/div><div class=\"callout-block col-md-6 col-xl-3\"><i aria-hidden=\"true\" class=\"icon icon-resize-thin\"><\/i><div class=\"callout-text\">Infraestructura MLOps escalable para desarrollo y operaciones<\/div><\/div><div class=\"callout-block col-md-6 col-xl-3\"><i aria-hidden=\"true\" class=\"icon icon-info-thin\"><\/i><div class=\"callout-text\">Modelos transparentes gracias a la IA explicable (XAI)<\/div><\/div><div class=\"callout-block col-md-6 col-xl-3\"><i aria-hidden=\"true\" class=\"icon icon-cloud-check-thin\"><\/i><div class=\"callout-text\">Cumple la normativa GDPR y est\u00e1 preparado para la nube con control de acceso seguro de los usuarios<\/div><\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-6c00fe1 e-con-full e-flex e-con e-parent\" data-id=\"6c00fe1\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;background_motion_fx_translateY_effect&quot;:&quot;yes&quot;,&quot;background_motion_fx_translateY_speed&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:8,&quot;sizes&quot;:[]},&quot;background_motion_fx_motion_fx_scrolling&quot;:&quot;yes&quot;,&quot;background_motion_fx_translateY_affectedRange&quot;:{&quot;unit&quot;:&quot;%&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:{&quot;start&quot;:0,&quot;end&quot;:50}},&quot;background_motion_fx_devices&quot;:[&quot;desktop&quot;,&quot;laptop&quot;,&quot;tablet&quot;,&quot;mobile&quot;]}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-ce4a242 elementor-widget elementor-widget-menu-anchor\" data-id=\"ce4a242\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"menu-anchor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-menu-anchor\" id=\"offering\"><\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-0f6f910 e-con-full section e-flex e-con e-parent\" data-id=\"0f6f910\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-2cc9ac0 e-flex e-con-boxed e-con e-child\" data-id=\"2cc9ac0\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-a43ed8f e-con-full e-flex e-con e-child\" data-id=\"a43ed8f\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-7a3da9e elementor-widget elementor-widget-heading\" data-id=\"7a3da9e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">C\u00f3mo te apoyamos.<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c81a484 elementor-widget elementor-widget-convotis-bootstrap-button\" data-id=\"c81a484\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"convotis-bootstrap-button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<a href=\"https:\/\/www.convotis.com\/es\/contacto\" target=\"_blank\" class=\"btn btn-teal\">Solicita una consulta<\/a>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-561dfc6 e-con-full e-flex e-con e-child\" data-id=\"561dfc6\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-993461f elementor-widget elementor-widget-text-editor\" data-id=\"993461f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Nuestros expertos desarrollan soluciones Machine Learning listos para la producci\u00f3n que automatizan procesos, mejoran la precisi\u00f3n de las previsiones y aceleran las decisiones basadas en datos. Ya se trate de clasificaci\u00f3n, detecci\u00f3n de anomal\u00edas o mantenimiento predictivo, dise\u00f1amos soluciones de ML para casos de uso comunes en medianas empresas, como fabricaci\u00f3n, finanzas y atenci\u00f3n al cliente.<\/p><p>Combinamos un profundo conocimiento de las arquitecturas de IA con experiencia pr\u00e1ctica en proyectos de ML del mundo real. Mediante el uso de API RESTful, tecnolog\u00edas de contenedores y canalizaciones MLOps, integramos el Machine Learning a la perfecci\u00f3n en su entorno de TI existente, desde ERP y CRM hasta sistemas de almac\u00e9n de datos. Con una s\u00f3lida ingenier\u00eda de funciones, un entrenamiento eficiente de modelos y un despliegue transparente, creamos una base escalable para soluciones de aprendizaje autom\u00e1tico productivas.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-383e441 e-flex e-con-boxed e-con e-child\" data-id=\"383e441\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-e8c7ac9 elementor-widget elementor-widget-convotis-bootstrap-content-accordion\" data-id=\"e8c7ac9\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"convotis-bootstrap-content-accordion.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"accordion\" id=\"accordion-e8c7ac9\"><div class=\"accordion-item\"><div class=\"accordion-header\" id=\"accordion-e8c7ac9-item-0-heading\"><button class=\"accordion-button collapsed\" type=\"button\" data-bs-toggle=\"collapse\" data-bs-target=\"#accordion-e8c7ac9-item-0-collapse\" aria-expanded=\"false\" aria-controls=\"accordion-e8c7ac9-item-0-collapse\"><div class=\"accordion-button-inner\"><h3 class=\"mb-0\">Dise\u00f1o de casos de uso y estrategia de ML<\/h3><span class=\"accordion-subline\">Identificar casos de uso relevantes. Aplicar el Machine Learning con un prop\u00f3sito.<\/span><\/div><\/button><\/div><div id=\"accordion-e8c7ac9-item-0-collapse\" class=\"accordion-collapse collapse \" aria-labelledby=\"accordion-e8c7ac9-item-0-heading\" data-bs-parent=\"#accordion-e8c7ac9\"><div class=\"accordion-body\"><p>Analizamos tu entorno de datos, tus procesos empresariales y tus objetivos para definir una estrategia de ML espec\u00edfica para tu empresa. Ya se trate de mantenimiento predictivo, detecci\u00f3n de anomal\u00edas o automatizaci\u00f3n de procesos, desarrollamos casos de uso que aporten valor real y preparen a su organizaci\u00f3n para el uso productivo de soluciones Machine Learning: escalables, espec\u00edficas y basadas en tecnolog\u00eda s\u00f3lida.<\/p><\/div><\/div><\/div><div class=\"accordion-item\"><div class=\"accordion-header\" id=\"accordion-e8c7ac9-item-1-heading\"><button class=\"accordion-button collapsed\" type=\"button\" data-bs-toggle=\"collapse\" data-bs-target=\"#accordion-e8c7ac9-item-1-collapse\" aria-expanded=\"false\" aria-controls=\"accordion-e8c7ac9-item-1-collapse\"><div class=\"accordion-button-inner\"><h3 class=\"mb-0\">Selecci\u00f3n de herramientas y dise\u00f1o de arquitectura<\/h3><span class=\"accordion-subline\">Desarrollar la l\u00f3gica del modelo. Hacer que los datos sean utilizables.<\/span><\/div><\/button><\/div><div id=\"accordion-e8c7ac9-item-1-collapse\" class=\"accordion-collapse collapse \" aria-labelledby=\"accordion-e8c7ac9-item-1-heading\" data-bs-parent=\"#accordion-e8c7ac9\"><div class=\"accordion-body\"><p>Entrenamos modelos de aprendizaje autom\u00e1tico en sus datos estructurados y no estructurados, utilizando modelos de regresi\u00f3n, clasificadores o redes neuronales, en funci\u00f3n del caso de uso. Con una ingenier\u00eda de caracter\u00edsticas bien pensada, sentamos las bases de modelos de alto rendimiento. La validaci\u00f3n, la optimizaci\u00f3n de hiperpar\u00e1metros y los procedimientos de prueba garantizan que tus soluciones Machine Learning sean estables, explicables y est\u00e9n listas para la producci\u00f3n.<\/p><\/div><\/div><\/div><div class=\"accordion-item\"><div class=\"accordion-header\" id=\"accordion-e8c7ac9-item-2-heading\"><button class=\"accordion-button collapsed\" type=\"button\" data-bs-toggle=\"collapse\" data-bs-target=\"#accordion-e8c7ac9-item-2-collapse\" aria-expanded=\"false\" aria-controls=\"accordion-e8c7ac9-item-2-collapse\"><div class=\"accordion-button-inner\"><h3 class=\"mb-0\">Preparaci\u00f3n de datos y an\u00e1lisis exploratorio <\/h3><span class=\"accordion-subline\">Establece la calidad de los datos. Descubre informaci\u00f3n pr\u00e1ctica.<\/span><\/div><\/button><\/div><div id=\"accordion-e8c7ac9-item-2-collapse\" class=\"accordion-collapse collapse \" aria-labelledby=\"accordion-e8c7ac9-item-2-heading\" data-bs-parent=\"#accordion-e8c7ac9\"><div class=\"accordion-body\"><p><span data-contrast=\"auto\">Antes de que pueda producirse cualquier modelizaci\u00f3n o automatizaci\u00f3n significativa, los datos brutos deben limpiarse, estructurarse y contextualizarse. Implantamos s\u00f3lidos procesos de preparaci\u00f3n de datos que gestionan los valores que faltan, los valores at\u00edpicos, las incoherencias y la alineaci\u00f3n sem\u00e1ntica entre diversas fuentes.<\/span><\/p><p><span data-contrast=\"auto\">Una vez garantizada la integridad de los datos, realizamos an\u00e1lisis exploratorios para revelar patrones, correlaciones y anomal\u00edas. Este proceso sirve de base para la selecci\u00f3n de caracter\u00edsticas, pone de relieve los posibles impulsores del negocio y orienta las iniciativas posteriores de modelado o IA. Nuestro enfoque garantiza que los datos no s\u00f3lo est\u00e9n t\u00e9cnicamente preparados, sino tambi\u00e9n estrat\u00e9gicamente alineados con los objetivos de la organizaci\u00f3n.<\/span><\/p><\/div><\/div><\/div><div class=\"accordion-item\"><div class=\"accordion-header\" id=\"accordion-e8c7ac9-item-3-heading\"><button class=\"accordion-button collapsed\" type=\"button\" data-bs-toggle=\"collapse\" data-bs-target=\"#accordion-e8c7ac9-item-3-collapse\" aria-expanded=\"false\" aria-controls=\"accordion-e8c7ac9-item-3-collapse\"><div class=\"accordion-button-inner\"><h3 class=\"mb-0\">Integraci\u00f3n y operaciones a trav\u00e9s de MLOps<\/h3><span class=\"accordion-subline\">Despliega modelos ML de forma productiva. Automatiza los procesos.<\/span><\/div><\/button><\/div><div id=\"accordion-e8c7ac9-item-3-collapse\" class=\"accordion-collapse collapse \" aria-labelledby=\"accordion-e8c7ac9-item-3-heading\" data-bs-parent=\"#accordion-e8c7ac9\"><div class=\"accordion-body\"><p>Nuestras soluciones Machine Learning se integran perfectamente en tu entorno de TI existente a trav\u00e9s de API y tecnolog\u00edas de contenedores, por ejemplo, en sistemas ERP, CRM o almacenes de datos. Con Kubernetes, CI\/CD y MLflow, establecemos una infraestructura de MLOps escalable para el reentrenamiento automatizado, la supervisi\u00f3n de modelos y el versionado de modelos a prueba de auditor\u00edas, lista para el funcionamiento continuo.<\/p><\/div><\/div><\/div><div class=\"accordion-item\"><div class=\"accordion-header\" id=\"accordion-e8c7ac9-item-4-heading\"><button class=\"accordion-button collapsed\" type=\"button\" data-bs-toggle=\"collapse\" data-bs-target=\"#accordion-e8c7ac9-item-4-collapse\" aria-expanded=\"false\" aria-controls=\"accordion-e8c7ac9-item-4-collapse\"><div class=\"accordion-button-inner\"><h3 class=\"mb-0\">IA explicable y conformidad<\/h3><span class=\"accordion-subline\">Haz que las decisiones sean transparentes. Genera confianza.<\/span><\/div><\/button><\/div><div id=\"accordion-e8c7ac9-item-4-collapse\" class=\"accordion-collapse collapse \" aria-labelledby=\"accordion-e8c7ac9-item-4-heading\" data-bs-parent=\"#accordion-e8c7ac9\"><div class=\"accordion-body\"><p data-start=\"1853\" data-end=\"2277\">Especialmente en \u00e1reas sensibles como las finanzas, la sanidad o el sector p\u00fablico, la transparencia es esencial. Nuestras soluciones Machine Learning se basan en modelos explicables (Explainable AI) que revelan la l\u00f3gica de decisi\u00f3n, reducen el riesgo y cumplen los requisitos de conformidad, sin comportamientos opacos y con una alta aceptaci\u00f3n por parte de los usuarios y los auditores.<\/p><\/div><\/div><\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-750bad64 section e-flex e-con-boxed e-con e-parent\" data-id=\"750bad64\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-7168ba0d e-flex e-con-boxed elementor-invisible e-con e-child\" data-id=\"7168ba0d\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;animation&quot;:&quot;fadeIn&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-4f7dcbad e-con-full e-flex e-con e-child\" data-id=\"4f7dcbad\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-5b6e7153 elementor-widget elementor-widget-heading\" data-id=\"5b6e7153\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\"><strong>Tu transformaci\u00f3n inform\u00e1tica empieza aqu\u00ed.<\/strong><br>\nHablemos de tus objetivos.\n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-18a70ffa elementor-widget elementor-widget-text-editor\" data-id=\"18a70ffa\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Convierte los datos en decisiones automatizadas con soluciones Machine Learning escalables. Te ayudamos a crear e integrar modelos de ML listos para la producci\u00f3n, con ingenier\u00eda de funciones bien pensada, formaci\u00f3n s\u00f3lida y modelos que detectan patrones, automatizan procesos y aprenden en tiempo real.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-575ee1d9 elementor-widget elementor-widget-convotis-bootstrap-button\" data-id=\"575ee1d9\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"convotis-bootstrap-button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<a href=\"https:\/\/www.convotis.com\/es\/contacto\" target=\"_blank\" class=\"btn btn-teal\">Planificar los pr\u00f3ximos pasos<\/a>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-33d355d4 e-con-full e-flex e-con e-child\" data-id=\"33d355d4\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-3a73c416 elementor-widget elementor-widget-convotis-image-box\" data-id=\"3a73c416\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;motion_fx_translateY_effect&quot;:&quot;yes&quot;,&quot;motion_fx_devices&quot;:[&quot;desktop&quot;,&quot;laptop&quot;,&quot;tablet&quot;],&quot;_animation&quot;:&quot;none&quot;,&quot;motion_fx_motion_fx_scrolling&quot;:&quot;yes&quot;,&quot;motion_fx_translateY_affectedRange&quot;:{&quot;unit&quot;:&quot;%&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:{&quot;start&quot;:0,&quot;end&quot;:50}},&quot;motion_fx_translateY_speed&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:1,&quot;sizes&quot;:[]}}\" data-widget_type=\"convotis-image-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t        <div class=\"image-box border-bottom-left\" style=\"max-width: auto;\">\r\n            <div class=\"image-wrapper has-img-bg\" data-background-url=\"https:\/\/www.convotis.com\/es\/wp-content\/uploads\/2025\/05\/Get-in-Touch-with-CONVOTIS.png\">\r\n                            <\/div>\r\n        <\/div>\r\n        \t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-002dcaa e-con-full section e-flex e-con e-parent\" data-id=\"002dcaa\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-64634f9 e-flex e-con-boxed e-con e-child\" data-id=\"64634f9\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-3d7482e e-con-full e-flex e-con e-child\" data-id=\"3d7482e\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-84ad361 e-con-full e-flex e-con e-child\" data-id=\"84ad361\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;sticky&quot;:&quot;top&quot;,&quot;sticky_offset&quot;:120,&quot;sticky_offset_tablet&quot;:40,&quot;sticky_parent&quot;:&quot;yes&quot;,&quot;sticky_on&quot;:[&quot;desktop&quot;,&quot;laptop&quot;,&quot;tablet&quot;,&quot;mobile&quot;],&quot;sticky_effects_offset&quot;:0,&quot;sticky_anchor_link_offset&quot;:0}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-ba8dc3f elementor-widget elementor-widget-heading\" data-id=\"ba8dc3f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\"><strong>Profundiza en el tema.<\/strong><br>\nExplora m\u00e1s recursos.\n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-13d714c e-con-full e-flex e-con e-child\" data-id=\"13d714c\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-a04e3e1 e-con-full e-flex e-con e-child\" data-id=\"a04e3e1\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;gradient&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-6cc3a2b e-con-full e-flex e-con e-child\" data-id=\"6cc3a2b\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-d520243 e-con-full e-flex e-con e-child\" data-id=\"d520243\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-04df037 elementor-widget elementor-widget-heading\" data-id=\"04df037\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">Historia de un cliente: Energy Sistem<\/h4>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-33ef85c elementor-widget elementor-widget-text-editor\" data-id=\"33ef85c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>As\u00ed es como nuestras soluciones de aprendizaje autom\u00e1tico en Energy Sistem permiten recomendaciones de productos en tiempo real, impulsando decisiones basadas en datos y una mayor conversi\u00f3n.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-03e7346 elementor-widget elementor-widget-convotis-bootstrap-button\" data-id=\"03e7346\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"convotis-bootstrap-button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<a href=\"https:\/\/www.convotis.com\/es\/news\/energy-sistem\/\" target=\"_blank\" class=\"btn btn-light\">Leer la historia de un cliente<\/a>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-1ece500 e-con-full e-flex e-con e-child\" data-id=\"1ece500\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;gradient&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-e696468 e-con-full e-flex e-con e-child\" data-id=\"e696468\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-c6a7e65 e-con-full e-flex e-con e-child\" data-id=\"c6a7e65\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-1df1525 elementor-widget elementor-widget-heading\" data-id=\"1df1525\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">Seguridad de los datos en la era de la IA<\/h4>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6948ce6 elementor-widget elementor-widget-text-editor\" data-id=\"6948ce6\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>C\u00f3mo proteger su informaci\u00f3n de forma eficaz en la era de la IA: por una anal\u00edtica de datos fiable.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3661447 elementor-widget elementor-widget-convotis-bootstrap-button\" data-id=\"3661447\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"convotis-bootstrap-button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<a href=\"https:\/\/www.convotis.com\/es\/news\/data-security-en-la-era-ia-como-proteger-tu-informacion\/\" target=\"_blank\" class=\"btn btn-light\">Leer el art\u00edculo<\/a>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-0c69a28 e-con-full e-flex e-con e-child\" data-id=\"0c69a28\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;gradient&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-e61ac08 e-con-full e-flex e-con e-child\" data-id=\"e61ac08\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-33466bb e-con-full e-flex e-con e-child\" data-id=\"33466bb\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-2ca1e1f elementor-widget elementor-widget-heading\" data-id=\"2ca1e1f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">An\u00e1lisis predictivo para el comercio minorista<\/h4>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9f270b0 elementor-widget elementor-widget-text-editor\" data-id=\"9f270b0\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>C\u00f3mo las empresas planifican con mayor precisi\u00f3n gracias al aprendizaje autom\u00e1tico y c\u00f3mo la previsi\u00f3n de la demanda con an\u00e1lisis predictivo permite tomar mejores decisiones en el comercio minorista.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3a24b91 elementor-widget elementor-widget-convotis-bootstrap-button\" data-id=\"3a24b91\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"convotis-bootstrap-button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<a href=\"https:\/\/www.convotis.com\/es\/news\/analisis-predictivo-para-el-comercio-minorista-optimizacion-de-las-previsiones-de-ventas\/\" target=\"_blank\" class=\"btn btn-light\">Ver m\u00e1s<\/a>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-e61ef27 e-con-full section e-flex e-con e-parent\" data-id=\"e61ef27\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-9247cd4 e-flex e-con-boxed e-con e-child\" data-id=\"9247cd4\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-e1fd8c3 e-con-full e-flex e-con e-child\" data-id=\"e1fd8c3\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-70a0ae6 e-con-full e-flex e-con e-child\" data-id=\"70a0ae6\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;sticky&quot;:&quot;top&quot;,&quot;sticky_offset&quot;:120,&quot;sticky_offset_tablet&quot;:40,&quot;sticky_parent&quot;:&quot;yes&quot;,&quot;sticky_on&quot;:[&quot;desktop&quot;,&quot;laptop&quot;,&quot;tablet&quot;,&quot;mobile&quot;],&quot;sticky_effects_offset&quot;:0,&quot;sticky_anchor_link_offset&quot;:0}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-9647a58 elementor-widget elementor-widget-heading\" data-id=\"9647a58\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">PREGUNTAS FRECUENTES\n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-17141f6 elementor-widget elementor-widget-text-editor\" data-id=\"17141f6\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\u00bfTienes preguntas sobre la estrategia de Machine Learning adecuada?<br \/>Nuestras preguntas frecuentes ofrecen respuestas concisas a temas clave como la selecci\u00f3n de modelos, la integraci\u00f3n de datos, los flujos de trabajo de formaci\u00f3n y la escalabilidad de las soluciones de aprendizaje autom\u00e1tico.<\/p><p>\u00bfA\u00fan tienes preguntas?<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c3e91f2 elementor-widget elementor-widget-convotis-bootstrap-button\" data-id=\"c3e91f2\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"convotis-bootstrap-button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<a href=\"https:\/\/www.convotis.com\/es\/contacto\" target=\"_blank\" class=\"btn btn-light\">Ponte en contacto ahora<\/a>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-7d456b3 e-con-full e-flex e-con e-child\" data-id=\"7d456b3\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-b800e2b elementor-widget elementor-widget-convotis-bootstrap-accordion\" data-id=\"b800e2b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"convotis-bootstrap-accordion.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"accordion faq-accordion accordion-inverse\" id=\"accordion-b800e2b\"><script type=\"application\/ld+json\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@type\":\"FAQPage\",\"mainEntity\":[{\"@type\":\"Question\",\"name\":\"\\u00bfQu\\u00e9 son las soluciones Machine Learning y c\\u00f3mo se benefician de ellas las empresas?\",\"acceptedAnswer\":{\"@type\":\"Answer\",\"text\":\"Las soluciones Machine Learning son sistemas basados en datos que identifican patrones, realizan predicciones y automatizan procesos. Las empresas se benefician de este \\u00a8aprendizaje autom\\u00e1tico\\u00a8 mediante operaciones m\\u00e1s eficientes, previsiones m\\u00e1s precisas y una toma de decisiones m\\u00e1s inteligente basada en datos. Especialmente para las medianas empresas, las soluciones de aprendizaje autom\\u00e1tico ofrecen una ventaja competitiva en \\u00e1reas como el an\\u00e1lisis de clientes, el control de calidad y el mantenimiento predictivo.\"}},{\"@type\":\"Question\",\"name\":\"\\u00bfCu\\u00e1les son las \\u00e1reas de aplicaci\\u00f3n del Machine Learning en mi empresa?\",\"acceptedAnswer\":{\"@type\":\"Answer\",\"text\":\"Los casos de uso t\\u00edpicos de las soluciones Machine Learning incluyen la detecci\\u00f3n automatizada de anomal\\u00edas, el mantenimiento predictivo, la previsi\\u00f3n de la demanda, la clasificaci\\u00f3n de texto en las consultas de los clientes y el an\\u00e1lisis de im\\u00e1genes en la fabricaci\\u00f3n. Las soluciones basadas en IA son especialmente valiosas para optimizar los procesos de producci\\u00f3n y atenci\\u00f3n al cliente, ya que se adaptan con precisi\\u00f3n a los flujos de trabajo de su empresa.\"}},{\"@type\":\"Question\",\"name\":\"\\u00bfC\\u00f3mo suele ser un proyecto de Machine Learning?\",\"acceptedAnswer\":{\"@type\":\"Answer\",\"text\":\"Un proyecto de Machine Learning comienza con el an\\u00e1lisis de datos y la definici\\u00f3n del caso de uso. A continuaci\\u00f3n, se seleccionan los modelos de ML adecuados (como clasificadores o redes neuronales) y, por \\u00faltimo, se lleva a cabo el entrenamiento, la validaci\\u00f3n y la integraci\\u00f3n del sistema. Las soluciones modernas de aprendizaje autom\\u00e1tico para empresas se basan en MLOps para supervisar y mejorar continuamente los modelos, lo que las hace ideales para un uso a largo plazo y listo para la producci\\u00f3n en medianas empresas.\"}},{\"@type\":\"Question\",\"name\":\"\\u00bfC\\u00f3mo puede integrarse el Machine Learning en los sistemas inform\\u00e1ticos existentes?\",\"acceptedAnswer\":{\"@type\":\"Answer\",\"text\":\"Nuestras soluciones Machine Learning se integran directamente en sistemas ERP, CRM o BI mediante API RESTful o tecnolog\\u00eda de contenedores. Nos basamos en arquitecturas escalables que utilizan Kubernetes, Docker y CI\\\/CD. Esto permite a las empresas ampliar su infraestructura existente con procesos automatizados impulsados por IA.\"}},{\"@type\":\"Question\",\"name\":\"\\u00bfQu\\u00e9 necesita mi empresa para empezar con el Machine Learning?\",\"acceptedAnswer\":{\"@type\":\"Answer\",\"text\":\"Los requisitos clave para el \\u00e9xito de las soluciones Machine Learning son unos datos estructurados o semiestructurados, un objetivo claramente definido (como la automatizaci\\u00f3n de procesos o la detecci\\u00f3n de errores) y la disposici\\u00f3n a integrarse con los sistemas existentes. Especialmente en las medianas empresas, ya se pueden lograr valiosos aumentos de eficiencia utilizando los datos disponibles, por ejemplo, mediante la transformaci\\u00f3n e integraci\\u00f3n de datos o los cuadros de mando de an\\u00e1lisis de datos e informes.\"}}]}<\/script><div class=\"accordion-item faq-item\"><div class=\"accordion-header\" id=\"accordion-b800e2b-item-0-heading\"><button class=\"accordion-button collapsed\" type=\"button\" data-bs-toggle=\"collapse\" data-bs-target=\"#accordion-b800e2b-item-0-collapse\" aria-expanded=\"false\" aria-controls=\"accordion-b800e2b-item-0-collapse\"><div class=\"accordion-button-inner\"><h4 class=\"mb-0 faq-question\">\u00bfQu\u00e9 son las soluciones Machine Learning y c\u00f3mo se benefician de ellas las empresas?<\/h4><\/div><\/button><\/div><div id=\"accordion-b800e2b-item-0-collapse\" class=\"accordion-collapse collapse \" aria-labelledby=\"accordion-b800e2b-item-0-heading\" data-bs-parent=\"#accordion-b800e2b\"><div class=\"accordion-body faq-answer\"><p data-start=\"1109\" data-end=\"1267\">Las soluciones Machine Learning son sistemas basados en datos que identifican patrones, realizan predicciones y automatizan procesos. Las empresas se benefician de este \u00a8aprendizaje autom\u00e1tico\u00a8 mediante operaciones m\u00e1s eficientes, previsiones m\u00e1s precisas y una toma de decisiones m\u00e1s inteligente basada en datos. Especialmente para las medianas empresas, las soluciones de aprendizaje autom\u00e1tico ofrecen una ventaja competitiva en \u00e1reas como el an\u00e1lisis de clientes, el control de calidad y el mantenimiento predictivo.<\/p><\/div><\/div><\/div><div class=\"accordion-item faq-item\"><div class=\"accordion-header\" id=\"accordion-b800e2b-item-1-heading\"><button class=\"accordion-button collapsed\" type=\"button\" data-bs-toggle=\"collapse\" data-bs-target=\"#accordion-b800e2b-item-1-collapse\" aria-expanded=\"false\" aria-controls=\"accordion-b800e2b-item-1-collapse\"><div class=\"accordion-button-inner\"><h4 class=\"mb-0 faq-question\">\u00bfCu\u00e1les son las \u00e1reas de aplicaci\u00f3n del Machine Learning en mi empresa?<\/h4><\/div><\/button><\/div><div id=\"accordion-b800e2b-item-1-collapse\" class=\"accordion-collapse collapse \" aria-labelledby=\"accordion-b800e2b-item-1-heading\" data-bs-parent=\"#accordion-b800e2b\"><div class=\"accordion-body faq-answer\"><p data-start=\"1591\" data-end=\"1800\">Los casos de uso t\u00edpicos de las soluciones Machine Learning incluyen la detecci\u00f3n automatizada de anomal\u00edas, el mantenimiento predictivo, la previsi\u00f3n de la demanda, la clasificaci\u00f3n de texto en las consultas de los clientes y el an\u00e1lisis de im\u00e1genes en la fabricaci\u00f3n. Las soluciones basadas en IA son especialmente valiosas para optimizar los procesos de producci\u00f3n y atenci\u00f3n al cliente, ya que se adaptan con precisi\u00f3n a los flujos de trabajo de su empresa.<\/p><\/div><\/div><\/div><div class=\"accordion-item faq-item\"><div class=\"accordion-header\" id=\"accordion-b800e2b-item-2-heading\"><button class=\"accordion-button collapsed\" type=\"button\" data-bs-toggle=\"collapse\" data-bs-target=\"#accordion-b800e2b-item-2-collapse\" aria-expanded=\"false\" aria-controls=\"accordion-b800e2b-item-2-collapse\"><div class=\"accordion-button-inner\"><h4 class=\"mb-0 faq-question\">\u00bfC\u00f3mo suele ser un proyecto de Machine Learning?<\/h4><\/div><\/button><\/div><div id=\"accordion-b800e2b-item-2-collapse\" class=\"accordion-collapse collapse \" aria-labelledby=\"accordion-b800e2b-item-2-heading\" data-bs-parent=\"#accordion-b800e2b\"><div class=\"accordion-body faq-answer\"><p>Un proyecto de Machine Learning comienza con el an\u00e1lisis de datos y la definici\u00f3n del caso de uso. A continuaci\u00f3n, se seleccionan los modelos de ML adecuados (como clasificadores o redes neuronales) y, por \u00faltimo, se lleva a cabo el entrenamiento, la validaci\u00f3n y la integraci\u00f3n del sistema. Las soluciones modernas de aprendizaje autom\u00e1tico para empresas se basan en MLOps para supervisar y mejorar continuamente los modelos, lo que las hace ideales para un uso a largo plazo y listo para la producci\u00f3n en medianas empresas.<\/p><\/div><\/div><\/div><div class=\"accordion-item faq-item\"><div class=\"accordion-header\" id=\"accordion-b800e2b-item-3-heading\"><button class=\"accordion-button collapsed\" type=\"button\" data-bs-toggle=\"collapse\" data-bs-target=\"#accordion-b800e2b-item-3-collapse\" aria-expanded=\"false\" aria-controls=\"accordion-b800e2b-item-3-collapse\"><div class=\"accordion-button-inner\"><h4 class=\"mb-0 faq-question\">\u00bfC\u00f3mo puede integrarse el Machine Learning en los sistemas inform\u00e1ticos existentes?<\/h4><\/div><\/button><\/div><div id=\"accordion-b800e2b-item-3-collapse\" class=\"accordion-collapse collapse \" aria-labelledby=\"accordion-b800e2b-item-3-heading\" data-bs-parent=\"#accordion-b800e2b\"><div class=\"accordion-body faq-answer\"><p data-start=\"2626\" data-end=\"2850\">Nuestras soluciones Machine Learning se integran directamente en sistemas ERP, CRM o BI mediante API RESTful o tecnolog\u00eda de contenedores. Nos basamos en arquitecturas escalables que utilizan Kubernetes, Docker y CI\/CD. Esto permite a las empresas ampliar su infraestructura existente con procesos automatizados impulsados por IA.<\/p><\/div><\/div><\/div><div class=\"accordion-item faq-item\"><div class=\"accordion-header\" id=\"accordion-b800e2b-item-4-heading\"><button class=\"accordion-button collapsed\" type=\"button\" data-bs-toggle=\"collapse\" data-bs-target=\"#accordion-b800e2b-item-4-collapse\" aria-expanded=\"false\" aria-controls=\"accordion-b800e2b-item-4-collapse\"><div class=\"accordion-button-inner\"><h4 class=\"mb-0 faq-question\">\u00bfQu\u00e9 necesita mi empresa para empezar con el Machine Learning?<\/h4><\/div><\/button><\/div><div id=\"accordion-b800e2b-item-4-collapse\" class=\"accordion-collapse collapse \" aria-labelledby=\"accordion-b800e2b-item-4-heading\" data-bs-parent=\"#accordion-b800e2b\"><div class=\"accordion-body faq-answer\"><p data-start=\"3103\" data-end=\"3256\">Los requisitos clave para el \u00e9xito de las soluciones Machine Learning son unos datos estructurados o semiestructurados, un objetivo claramente definido (como la automatizaci\u00f3n de procesos o la detecci\u00f3n de errores) y la disposici\u00f3n a integrarse con los sistemas existentes. Especialmente en las medianas empresas, ya se pueden lograr valiosos aumentos de eficiencia utilizando los datos disponibles, por ejemplo, mediante la <strong><a href=\"https:\/\/www.convotis.com\/es\/data-ai\/data-transformation-integration\/\" target=\"_blank\" rel=\"noopener\">transformaci\u00f3n e integraci\u00f3n de datos<\/a><\/strong> o los <strong><a href=\"https:\/\/www.convotis.com\/es\/data-ai\/cuadros-de-mando-analisis-de-datos-e-informes\/\" target=\"_blank\" rel=\"noopener\">cuadros de mando de an\u00e1lisis de datos e informes<\/a><\/strong>.<\/p><\/div><\/div><\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-c3456cc e-con-full section is-bg-greige e-flex e-con e-parent\" data-id=\"c3456cc\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-74eb327 e-flex e-con-boxed e-con e-child\" data-id=\"74eb327\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-9419d2a elementor-widget elementor-widget-text-editor\" data-id=\"9419d2a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h2><strong>\u00daltimas ideas. <\/strong><br \/>En Ciencia de datos e IA.<\/h2>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Soluciones Machine Learning para un futuro basado en la inteligencia artificial. Soluciones Machine Learning que convierten los datos en valor empresarial. Con las soluciones Machine Learning, desbloquear\u00e1s el valor pr\u00e1ctico de tus datos mediante previsiones precisas, procesos automatizados y decisiones basadas en datos. Desarrollamos modelos a medida para clasificaci\u00f3n, previsi\u00f3n o IA generativa, al tiempo [&hellip;]<\/p>\n","protected":false},"author":14,"featured_media":0,"parent":44240,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"elementor_header_footer","meta":{"_acf_changed":false,"content-type":"","footnotes":""},"class_list":["post-44258","page","type-page","status-publish","hentry"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v27.4 (Yoast SEO v27.4) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>Soluciones de aprendizaje autom\u00e1tico para empresas inteligentes<\/title>\n<meta name=\"description\" content=\"Aprendizaje autom\u00e1tico para previsi\u00f3n, automatizaci\u00f3n y toma de decisiones basada en datos: integradas, escalables y preparados para la IA.\" \/>\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.convotis.com\/es\/data-ai\/soluciones-machine-learning\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Soluciones de aprendizaje autom\u00e1tico para empresas inteligentes\" \/>\n<meta property=\"og:description\" content=\"Aprendizaje autom\u00e1tico para previsi\u00f3n, automatizaci\u00f3n y toma de decisiones basada en datos: integradas, escalables y preparados para la IA.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.convotis.com\/es\/data-ai\/soluciones-machine-learning\/\" \/>\n<meta property=\"og:site_name\" content=\"CONVOTIS Iberia\" \/>\n<meta property=\"article:modified_time\" content=\"2025-08-29T11:12:40+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.convotis.com\/es\/wp-content\/uploads\/sites\/3\/2025\/07\/Machine-Learning-Solutions.png\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data1\" content=\"25 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/www.convotis.com\\\/es\\\/data-ai\\\/soluciones-machine-learning\\\/\",\"url\":\"https:\\\/\\\/www.convotis.com\\\/es\\\/data-ai\\\/soluciones-machine-learning\\\/\",\"name\":\"Soluciones de aprendizaje autom\u00e1tico para empresas inteligentes\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/www.convotis.com\\\/es\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/www.convotis.com\\\/es\\\/data-ai\\\/soluciones-machine-learning\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/www.convotis.com\\\/es\\\/data-ai\\\/soluciones-machine-learning\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/www.convotis.com\\\/es\\\/wp-content\\\/uploads\\\/sites\\\/3\\\/2025\\\/07\\\/Machine-Learning-Solutions.png\",\"datePublished\":\"2025-08-14T14:30:23+00:00\",\"dateModified\":\"2025-08-29T11:12:40+00:00\",\"description\":\"Aprendizaje autom\u00e1tico para previsi\u00f3n, automatizaci\u00f3n y toma de decisiones basada en datos: integradas, escalables y preparados para la IA.\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/www.convotis.com\\\/es\\\/data-ai\\\/soluciones-machine-learning\\\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/www.convotis.com\\\/es\\\/data-ai\\\/soluciones-machine-learning\\\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/www.convotis.com\\\/es\\\/data-ai\\\/soluciones-machine-learning\\\/#primaryimage\",\"url\":\"https:\\\/\\\/www.convotis.com\\\/es\\\/wp-content\\\/uploads\\\/sites\\\/3\\\/2025\\\/07\\\/Machine-Learning-Solutions.png\",\"contentUrl\":\"https:\\\/\\\/www.convotis.com\\\/es\\\/wp-content\\\/uploads\\\/sites\\\/3\\\/2025\\\/07\\\/Machine-Learning-Solutions.png\",\"width\":1090,\"height\":670,\"caption\":\"Team developing and collaborating on innovative machine learning solutions in a modern office environment\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/www.convotis.com\\\/es\\\/data-ai\\\/soluciones-machine-learning\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Data &#038; 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