{"id":5311,"date":"2024-10-11T09:27:48","date_gmt":"2024-10-11T07:27:48","guid":{"rendered":"https:\/\/www.mosaicfactor.com\/solution\/trustworthy-ai\/"},"modified":"2026-06-05T11:39:26","modified_gmt":"2026-06-05T09:39:26","slug":"trustworthy-ai","status":"publish","type":"solution","link":"https:\/\/www.mosaicfactor.com\/ca\/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=\u00bb4.27.4&#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 integrar models d\u2019IA en entorns on els est\u00e0ndards de compliance s\u00f3n importants,\u00a0<em>Mosaic Factor ajuda les empreses a gestionar la governan\u00e7a de dades mitjan\u00e7ant l\u2019aplicaci\u00f3 de solucions Trustworthy AI.<\/em><\/p>\n<p><\/p>\n<p>Aix\u00f2 significa garantir que els models d\u2019IA que utilitzem siguin explicables i \u00e8tics per poder assegurar-nos que siguin s\u00f2lids i fiables, per\u00f2 tamb\u00e9 segurs, transparents, justos, inclusius i que produeixin resultats 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=\u00bb4.27.4&#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>FROM AI PERFORMANCE TO BUSINESS TRUST<\/h3>\n<p>[\/et_pb_text][et_pb_text _builder_version=\u00bb4.27.4&#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>Creiem que els models d&#8217;IA han de ser explicables (o XAI -IA explicable-) per a qualsevol directiu de l&#8217;empresa, no nom\u00e9s per a cient\u00edfics de dades o equips t\u00e8cnics.<\/p>\n<p><\/p>\n<p>El traductor XAI de Mosaic Factor \u00e9s un <em>agent GenAI que ajuda diferents stakeholders<\/em>\u00a0a entendre i comprendre com funcionen els models d&#8217;IA perqu\u00e8 es puguin prendre decisions adequades, especialment per a directius que no tenen necess\u00e0riament un perfil de dades o t\u00e8cnic.<\/p>\n<p><\/p>\n<p>A mesura que la IA es converteix en part dels processos b\u00e0sics del negoci, l&#8217;\u00e8xit ja no dep\u00e8n nom\u00e9s de l&#8217;exactitud del model. Dep\u00e8n de si les persones poden:<\/p>\n<p><\/p>\n<ul>\n<li>Confiar en els resultats<\/li>\n<li>Entendre qu\u00e8 els impulsa<\/li>\n<li>Posar-los en q\u00fcesti\u00f3 quan calgui<\/li>\n<li>Utilitzar-los amb confian\u00e7a en decisions reals<\/li>\n<\/ul>\n<p><\/p>\n<p>\u00c9s aqu\u00ed on l&#8217;<strong>IA explicable esdev\u00e9 cr\u00edtica<\/strong>. L&#8217;explicabilitat tanca la bretxa entre el rendiment t\u00e8cnic i l&#8217;adopci\u00f3 pr\u00e0ctica, ajudant les organitzacions a passar de l&#8217;experimentaci\u00f3 a un \u00fas significatiu.<\/p>\n<p>[\/et_pb_text][et_pb_text _builder_version=\u00bb4.27.4&#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>TRANSLATE AI MODELS TO GenAI CONVERSATIONS<\/strong><\/p>\n<p><\/p>\n<p>THAT FACILITATE BUSINESS DECISIONS<\/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>TRUSTWORTHY AI MODELS WORKFLOW<\/h3>\n<p>[\/et_pb_text][et_pb_text _builder_version=\u00bb4.27.4&#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>A Mosaic Factor, fem servir la Intel\u00b7lig\u00e8ncia Artificial Explicable per fer els sistemes d&#8217;IA complexos m\u00e9s:<\/p>\n<p><\/p>\n<ul>\n<li><strong>Comprensibles<\/strong> \u2192 aclarir qu\u00e8 impulsa els resultats del model<\/li>\n<li><strong>Confiables<\/strong> \u2192 proporcionar proves en les quals els usuaris puguin confiar<\/li>\n<li><strong>Aplicables<\/strong> \u2192 donar suport a decisions empresarials reals<\/li>\n<\/ul>\n<p><\/p>\n<p>La Intel\u00b7lig\u00e8ncia Artificial Explicable ajuda a respondre preguntes clau:<\/p>\n<p><\/p>\n<ul>\n<li>Per qu\u00e8 el model va produir aquest resultat?<\/li>\n<li>Quins factors s\u00f3n els m\u00e9s importants?<\/li>\n<li>Qu\u00e8 hauria d&#8217;entendre una persona abans d&#8217;actuar?<\/li>\n<\/ul>\n<p><\/p>\n<p>No es tracta de simplificar els models, sin\u00f3 de fer-los utilizables.<\/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=\u00bb4.27.4&#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<p>We treat explainability as an <strong>operational capability<\/strong>, not a one-off technical feature. Our approach includes:<\/p>\n<p><strong>1. Start from the decision<\/strong>. We identify the business decision, its impact, and associated risks.<\/p>\n<div>\n<p><strong>2. Align stakeholders<\/strong>. We define what different users need to understand: from technical teams to executives.<\/p>\n<p><strong>3. Select the right approach<\/strong><\/p>\n<ul>\n<li>Prefer interpretable models where possible<\/li>\n<li>Apply XAI techniques when needed<\/li>\n<\/ul>\n<\/div>\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=\u00bb4.27.4&#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>&nbsp;<\/p>\n<p><\/p>\n<p>&nbsp;<\/p>\n<p><\/p>\n<p><strong>4. Validar la utilitat<\/strong>. Assegurem que les explicacions s\u00f3n:<\/p>\n<p><\/p>\n<ul>\n<li>Fiables<\/li>\n<li>Aplicables<\/li>\n<li>Representatives<\/li>\n<\/ul>\n<p><\/p>\n<p>5. <strong>Entregar i supervisar<\/strong>. La capacitat d&#8217;explicaci\u00f3 s&#8217;integra als fluxos de treball i millora cont\u00ednuament amb el temps.<\/p>\n<p>[\/et_pb_text][\/et_pb_column][\/et_pb_row][et_pb_row _builder_version=\u00bb4.27.2&#8243; _module_preset=\u00bbdefault\u00bb global_colors_info=\u00bb{}\u00bb theme_builder_area=\u00bbpost_content\u00bb][et_pb_column type=\u00bb4_4&#8243; _builder_version=\u00bb4.27.2&#8243; _module_preset=\u00bbdefault\u00bb global_colors_info=\u00bb{}\u00bb theme_builder_area=\u00bbpost_content\u00bb][et_pb_image src=\u00bb\/wp-content\/uploads\/MosaicFactor-Explainable-AI-workflow-scaled.webp\u00bb alt=\u00bbexplainable AI Mosaic Factor workflow\u00bb title_text=\u00bbMosaicFactor-Explainable-AI-workflow\u00bb _builder_version=\u00bb4.27.4&#8243; _module_preset=\u00bbdefault\u00bb max_width=\u00bb900px\u00bb module_alignment=\u00bbcenter\u00bb hover_enabled=\u00bb0&#8243; global_colors_info=\u00bb{}\u00bb theme_builder_area=\u00bbpost_content\u00bb 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