{"id":3016,"date":"2024-10-11T09:27:48","date_gmt":"2024-10-11T07:27:48","guid":{"rendered":"https:\/\/www.mosaicfactor.com\/solution\/trustworthy-ai\/"},"modified":"2025-10-16T09:30:04","modified_gmt":"2025-10-16T07:30:04","slug":"trustworthy-ai","status":"publish","type":"solution","link":"https:\/\/www.mosaicfactor.com\/es\/solution\/trustworthy-ai\/","title":{"rendered":"Trustworthy AI"},"content":{"rendered":"<p>[et_pb_section fb_built=\u00bb1&#8243; custom_padding_last_edited=\u00bbon|tablet\u00bb admin_label=\u00bbsection\u00bb _builder_version=\u00bb4.27.2&#8243; custom_padding_tablet=\u00bb0px||0px||true|false\u00bb custom_padding_phone=\u00bb0px||0px||true|false\u00bb global_colors_info=\u00bb{}\u00bb theme_builder_area=\u00bbpost_content\u00bb][et_pb_row admin_label=\u00bbrow\u00bb _builder_version=\u00bb4.27.2&#8243; background_size=\u00bbinitial\u00bb background_position=\u00bbtop_left\u00bb background_repeat=\u00bbrepeat\u00bb width=\u00bb100%\u00bb custom_padding=\u00bb0px||0px||true|false\u00bb global_colors_info=\u00bb{}\u00bb theme_builder_area=\u00bbpost_content\u00bb][et_pb_column type=\u00bb4_4&#8243; _builder_version=\u00bb4.16&#8243; custom_padding=\u00bb|||\u00bb global_colors_info=\u00bb{}\u00bb custom_padding__hover=\u00bb|||\u00bb theme_builder_area=\u00bbpost_content\u00bb][et_pb_text _builder_version=\u00bb4.27.2&#8243; _module_preset=\u00bbdefault\u00bb text_font_size=\u00bb18px\u00bb text_line_height=\u00bb1.6em\u00bb global_colors_info=\u00bb{}\u00bb theme_builder_area=\u00bbpost_content\u00bb]<\/p>\n<p>Al integrar modelos de IA en entornos en los que los est\u00e1ndares de compliance son importantes, <em>Mosaic Factor ayuda a las empresas a gestionar la gobernanza de datos mediante la aplicaci\u00f3n de soluciones Trustworthy AI.<\/em><\/p>\n<p>Esto significa garantizar que los modelos de IA que utilizamos sean explicables y \u00e9ticos para que podamos asegurarnos de que sean s\u00f3lidos y fiables, pero tambi\u00e9n seguros, transparentes, justos, inclusivos y que produzcan resultados responsables.<\/p>\n<p>[\/et_pb_text][et_pb_image src=\u00bbhttps:\/\/www.mosaicfactor.com\/wp-content\/uploads\/2024\/11\/infography-1-solution-trustworthy-ai-mosaic-1.svg\u00bb title_text=\u00bbinfography-1-solution-trustworthy-ai-mosaic (1)\u00bb _builder_version=\u00bb4.27.2&#8243; _module_preset=\u00bbdefault\u00bb max_width=\u00bb600px\u00bb module_alignment=\u00bbcenter\u00bb global_colors_info=\u00bb{}\u00bb theme_builder_area=\u00bbpost_content\u00bb][\/et_pb_image][et_pb_text _builder_version=\u00bb4.27.2&#8243; _module_preset=\u00bbdefault\u00bb text_font_size=\u00bb18px\u00bb text_line_height=\u00bb1.6em\u00bb header_3_font_size=\u00bb28px\u00bb header_3_line_height=\u00bb1.2em\u00bb custom_margin=\u00bb||1em||false|false\u00bb custom_margin_tablet=\u00bb||0em||false|false\u00bb custom_margin_phone=\u00bb||0em||false|false\u00bb custom_margin_last_edited=\u00bbon|tablet\u00bb header_3_font_size_tablet=\u00bb28px\u00bb header_3_font_size_phone=\u00bb20px\u00bb header_3_font_size_last_edited=\u00bbon|phone\u00bb global_colors_info=\u00bb{}\u00bb theme_builder_area=\u00bbpost_content\u00bb]<\/p>\n<h3>CUADROS DE MANDO XAI: VISUALIZACIONES NO T\u00c9CNICAS PARA LOS RESPONSABLES DE LA TOMA DE DECISIONES<\/h3>\n<p>[\/et_pb_text][et_pb_text _builder_version=\u00bb4.27.2&#8243; _module_preset=\u00bbdefault\u00bb text_font_size=\u00bb18px\u00bb text_line_height=\u00bb1.6em\u00bb global_colors_info=\u00bb{}\u00bb theme_builder_area=\u00bbpost_content\u00bb]<\/p>\n<p>Creemos que los modelos de IA deben ser explicables (o XAI -en ingl\u00e9s, explainable AI-) para que sean claros y entendibles para los responsables de la toma de decisiones de las empresas, no solo para los cient\u00edficos de datos o los ingenieros que los desarrollan.<\/p>\n<p>Los cuadros de mando XAI de Mosaic Factor son <em>visualizaciones que producimos para ayudar a diferentes stakeholders<\/em> a entender y comprender c\u00f3mo funcionan los modelos de IA para que se puedan tomar las decisiones adecuadas, especialmente para los responsables de la toma de decisiones que no son necesariamente perfiles especialistas en datos o tecnolog\u00eda.<\/p>\n<p>[\/et_pb_text][et_pb_text _builder_version=\u00bb4.27.2&#8243; _module_preset=\u00bbdefault\u00bb text_font_size=\u00bb18px\u00bb text_line_height=\u00bb1.6em\u00bb text_orientation=\u00bbcenter\u00bb global_colors_info=\u00bb{}\u00bb theme_builder_area=\u00bbpost_content\u00bb]<\/p>\n<p><strong>TRADUCE VISUALIZACIONES DE IA EN CUADROS DE MANDO<\/strong><\/p>\n<p>QUE FACILITAN DECISIONES DE NEGOCIO<\/p>\n<p>[\/et_pb_text][et_pb_image src=\u00bbhttps:\/\/www.mosaicfactor.com\/wp-content\/uploads\/2024\/11\/trustworthy-ai-4.svg\u00bb title_text=\u00bbtrustworthy-ai-4&#8243; _builder_version=\u00bb4.27.2&#8243; _module_preset=\u00bbdefault\u00bb max_width=\u00bb900px\u00bb module_alignment=\u00bbcenter\u00bb global_colors_info=\u00bb{}\u00bb theme_builder_area=\u00bbpost_content\u00bb][\/et_pb_image][et_pb_text _builder_version=\u00bb4.27.2&#8243; _module_preset=\u00bbdefault\u00bb text_font_size=\u00bb18px\u00bb text_line_height=\u00bb1.6em\u00bb header_3_font_size=\u00bb28px\u00bb header_3_line_height=\u00bb1.2em\u00bb custom_margin=\u00bb||1em||false|false\u00bb custom_margin_tablet=\u00bb||0em||false|false\u00bb custom_margin_phone=\u00bb||0em||false|false\u00bb custom_margin_last_edited=\u00bbon|tablet\u00bb header_3_font_size_tablet=\u00bb28px\u00bb header_3_font_size_phone=\u00bb20px\u00bb header_3_font_size_last_edited=\u00bbon|phone\u00bb global_colors_info=\u00bb{}\u00bb theme_builder_area=\u00bbpost_content\u00bb]<\/p>\n<h3>WORKFLOW MODELOS TRUSTWORTHY AI<\/h3>\n<p>[\/et_pb_text][et_pb_text _builder_version=\u00bb4.27.2&#8243; _module_preset=\u00bbdefault\u00bb text_font_size=\u00bb18px\u00bb text_line_height=\u00bb1.6em\u00bb global_colors_info=\u00bb{}\u00bb theme_builder_area=\u00bbpost_content\u00bb]<\/p>\n<p>En Mosaic Factor, nos centramos en modelos \u00abexplicables por dise\u00f1o\u00bb en lugar de crear modelos de IA que se convierten en cajas negras y, por lo tanto, no pueden ser totalmente confiables o responsables:<\/p>\n<p>[\/et_pb_text][\/et_pb_column][\/et_pb_row][et_pb_row column_structure=\u00bb1_2,1_2&#8243; _builder_version=\u00bb4.27.2&#8243; _module_preset=\u00bbdefault\u00bb width=\u00bb100%\u00bb global_colors_info=\u00bb{}\u00bb theme_builder_area=\u00bbpost_content\u00bb][et_pb_column type=\u00bb1_2&#8243; _builder_version=\u00bb4.27.2&#8243; _module_preset=\u00bbdefault\u00bb custom_padding_tablet=\u00bb||0px||false|false\u00bb custom_padding_phone=\u00bb||0px||false|false\u00bb custom_padding_last_edited=\u00bbon|tablet\u00bb global_colors_info=\u00bb{}\u00bb theme_builder_area=\u00bbpost_content\u00bb][et_pb_text _builder_version=\u00bb4.27.2&#8243; _module_preset=\u00bbdefault\u00bb text_font_size=\u00bb18px\u00bb text_line_height=\u00bb1.6em\u00bb custom_margin_tablet=\u00bb||0px||false|false\u00bb custom_margin_phone=\u00bb||0px||false|false\u00bb custom_margin_last_edited=\u00bbon|tablet\u00bb custom_padding_tablet=\u00bb||0px||false|false\u00bb custom_padding_phone=\u00bb||0px||false|false\u00bb custom_padding_last_edited=\u00bbon|tablet\u00bb global_colors_info=\u00bb{}\u00bb theme_builder_area=\u00bbpost_content\u00bb]<\/p>\n<ul>\n<li>Primero, creamos una <strong>Explainable AI pipeline <\/strong>(XAI Pipeline) para los modelos de IA. Esto incluye:\n<ul>\n<li>Fases: Pre-model, in-model y post-model..<\/li>\n<li>O solamente post-model en casos en que tengamos que explicar un modelo pre-existente.<\/li>\n<\/ul>\n<\/li>\n<li>Ejecutamos un <strong>rastreador de sesgo<\/strong> y <strong>equidad de datos<\/strong> para el Pipeline XAI.<\/li>\n<li>Trabajamos con <strong>datos sint\u00e9ticos<\/strong> para los datos recopilados que no pasan la prueba de espectro y para elementos relacionados con la privacidad (datos confidenciales o sensibles) cuando es necesario.<\/li>\n<\/ul>\n<p>[\/et_pb_text][\/et_pb_column][et_pb_column type=\u00bb1_2&#8243; _builder_version=\u00bb4.27.2&#8243; _module_preset=\u00bbdefault\u00bb custom_padding_tablet=\u00bb0px||||false|false\u00bb custom_padding_phone=\u00bb0px||||false|false\u00bb custom_padding_last_edited=\u00bbon|tablet\u00bb global_colors_info=\u00bb{}\u00bb theme_builder_area=\u00bbpost_content\u00bb][et_pb_text _builder_version=\u00bb4.27.2&#8243; 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