{"id":5289,"date":"2024-10-10T10:41:46","date_gmt":"2024-10-10T08:41:46","guid":{"rendered":"https:\/\/www.mosaicfactor.com\/solution\/models-predictius\/"},"modified":"2025-10-14T17:18:00","modified_gmt":"2025-10-14T15:18:00","slug":"models-predictius","status":"publish","type":"solution","link":"https:\/\/www.mosaicfactor.com\/ca\/solution\/models-predictius\/","title":{"rendered":"Models Predictius"},"content":{"rendered":"<p>[et_pb_section fb_built=&#8221;1&#8243; custom_padding_last_edited=&#8221;on|tablet&#8221; admin_label=&#8221;section&#8221; _builder_version=&#8221;4.27.2&#8243; custom_padding=&#8221;||0px||false|false&#8221; custom_padding_tablet=&#8221;0px||0px||true|false&#8221; custom_padding_phone=&#8221;0px||0px||true|false&#8221; locked=&#8221;off&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_row admin_label=&#8221;row&#8221; _builder_version=&#8221;4.27.2&#8243; background_size=&#8221;initial&#8221; background_position=&#8221;top_left&#8221; background_repeat=&#8221;repeat&#8221; width=&#8221;100%&#8221; custom_padding=&#8221;0px||||false|false&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_column type=&#8221;4_4&#8243; _builder_version=&#8221;4.16&#8243; custom_padding=&#8221;|||&#8221; global_colors_info=&#8221;{}&#8221; custom_padding__hover=&#8221;|||&#8221;][et_pb_text _builder_version=&#8221;4.27.2&#8243; _module_preset=&#8221;default&#8221; text_font_size=&#8221;18px&#8221; text_line_height=&#8221;1.6em&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<p>El modelatge predictiu, tamb\u00e9 conegut com a an\u00e0lisi predictiva, \u00e9s una disciplina que utilitza t\u00e8cniques estad\u00edstiques, matem\u00e0tiques i d\u2019intel\u00b7lig\u00e8ncia artificial per predir resultats futurs basats en dades hist\u00f2riques.<\/p>\n<p>[\/et_pb_text][et_pb_text _builder_version=&#8221;4.27.2&#8243; _module_preset=&#8221;default&#8221; text_font=&#8221;|||on|||||&#8221; text_font_size=&#8221;18px&#8221; text_line_height=&#8221;1.6em&#8221; text_orientation=&#8221;center&#8221; locked=&#8221;off&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<p><b>Proc\u00e9s<\/b><\/p>\n<p>[\/et_pb_text][et_pb_image src=&#8221;https:\/\/www.mosaicfactor.com\/wp-content\/uploads\/2024\/12\/predictive-models-proceso-es.svg&#8221; alt=&#8221;predictive-models-MosaicFactor&#8221; title_text=&#8221;predictive-models-proceso-es&#8221; _builder_version=&#8221;4.27.2&#8243; _module_preset=&#8221;default&#8221; max_width=&#8221;700px&#8221; module_alignment=&#8221;center&#8221; global_colors_info=&#8221;{}&#8221;][\/et_pb_image][et_pb_text _builder_version=&#8221;4.27.2&#8243; _module_preset=&#8221;default&#8221; text_font_size=&#8221;18px&#8221; text_line_height=&#8221;1.6em&#8221; custom_margin=&#8221;||0px||false|false&#8221; custom_margin_tablet=&#8221;||2em||false|false&#8221; custom_margin_phone=&#8221;||2em||false|false&#8221; custom_margin_last_edited=&#8221;on|tablet&#8221; custom_padding=&#8221;||0px||false|false&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<ul>\n<li>Comencem <strong>definint el problema de negoci a resoldre<\/strong>. Ja sigui per pronosticar la demanda, optimitzar l\u2019inventari o predir el comportament dels clients, l\u2019objectiu \u00e9s prendre decisions informades basades en dades.<\/li>\n<li><strong>Preparaci\u00f3 de dades:<\/strong> es recopilen i es pre-processen les dades hist\u00f2riques. Aix\u00f2 inclou la neteja, la transformaci\u00f3 i l\u2019organitzaci\u00f3 de les dades per al modelatge.<\/li>\n<li><strong>Creaci\u00f3 del model:<\/strong> creem models predictius mitjan\u00e7ant la generaci\u00f3 d\u2019algorismes de machine learning ad hoc. Els tipus m\u00e9s comuns inclouen:\n<ul>\n<li><strong>Classificaci\u00f3 i clustering:<\/strong> categoritzar les dades en classes predefinides (per exemple, identificar clients potencials d\u2019alt valor) o agrupar punts de dades similars (per exemple, segmentar els usuaris en funci\u00f3 del comportament).<\/li>\n<li><strong>Regressi\u00f3:<\/strong> predir valors num\u00e8rics (ex. estimaci\u00f3 de vendes futures).<\/li>\n<li><strong>Anomaly Detection:<\/strong> identificaci\u00f3 de patrons inusuals (per exemple, detecci\u00f3 de no conformitats en una l\u00ednia de producci\u00f3 o mal funcionament de la m\u00e0quina).<\/li>\n<li>Utilitzem <strong>diferents tipus d\u2019algorismes<\/strong> incloent models estad\u00edstics (regressi\u00f3 lineal i log\u00edstica), algorismes de ML (supervisats i no supervisats), xarxes neuronals, t\u00e8cniques de deep learning i t\u00e8cniques XAI.<\/li>\n<\/ul>\n<\/li>\n<li><strong>Integraci\u00f3 en temps real:<\/strong> un cop entrenat el model, podem comen\u00e7ar a fer prediccions for\u00e7a aviat. Les nostres empreses clientes poden utilitzar aquests coneixements en temps real per afegir valor a les seves \u00e0rees de negoci.<\/li>\n<\/ul>\n<p>[\/et_pb_text][et_pb_text _builder_version=&#8221;4.27.2&#8243; _module_preset=&#8221;default&#8221; text_font_size=&#8221;18px&#8221; text_line_height=&#8221;1.6em&#8221; header_3_font=&#8221;|||on|||||&#8221; header_3_font_size=&#8221;28px&#8221; header_3_line_height=&#8221;1.2em&#8221; custom_margin=&#8221;||1em||false|false&#8221; custom_margin_tablet=&#8221;||0em||false|false&#8221; custom_margin_phone=&#8221;||0em||false|false&#8221; custom_margin_last_edited=&#8221;on|tablet&#8221; header_3_font_size_tablet=&#8221;28px&#8221; header_3_font_size_phone=&#8221;20px&#8221; header_3_font_size_last_edited=&#8221;on|phone&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<h3>IA predictiva: aportant valor estrat\u00e8gic<\/h3>\n<p>[\/et_pb_text][et_pb_text _builder_version=&#8221;4.27.2&#8243; _module_preset=&#8221;default&#8221; text_font_size=&#8221;18px&#8221; text_line_height=&#8221;1.6em&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<p>El modelatge predictiu \u00e9s clau per empoderar les empreses perqu\u00e8 prenguin decisions m\u00e9s intel\u00b7ligents i basades en dades, cosa que condueix al creixement i a l\u2019efici\u00e8ncia.<\/p>\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>\n<li>Maximitzar els ingressos: les prediccions precises permeten a les empreses optimitzar l\u2019assignaci\u00f3 de recursos i costos, aix\u00ed com generar noves l\u00ednies de productes millorades amb dades.<\/li>\n<li>Reducci\u00f3 de costos: la gesti\u00f3 eficient de l\u2019inventari, la programaci\u00f3 del manteniment i la planificaci\u00f3 de la cadena de subministrament estalvien costos i \u00fas de recursos, cosa que resulta en una major sostenibilitat.<\/li>\n<li>Avantatge competitiu: les empreses que aprofiten l\u2019an\u00e0lisi predictiva superen la compet\u00e8ncia en mantenir-se a l\u2019avantguarda de les tend\u00e8ncies del mercat.<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p>[\/et_pb_text][et_pb_text _builder_version=&#8221;4.27.2&#8243; _module_preset=&#8221;default&#8221; text_font_size=&#8221;18px&#8221; text_line_height=&#8221;1.6em&#8221; header_3_font=&#8221;|||on|||||&#8221; header_3_font_size=&#8221;28px&#8221; header_3_line_height=&#8221;1.2em&#8221; custom_margin=&#8221;||1em||false|false&#8221; custom_margin_tablet=&#8221;||0em||false|false&#8221; custom_margin_phone=&#8221;||0em||false|false&#8221; custom_margin_last_edited=&#8221;on|tablet&#8221; header_3_font_size_tablet=&#8221;28px&#8221; header_3_font_size_phone=&#8221;20px&#8221; header_3_font_size_last_edited=&#8221;on|phone&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<h3>Els nostres use cases per a models predictius<\/h3>\n<p>[\/et_pb_text][et_pb_text _builder_version=&#8221;4.27.2&#8243; _module_preset=&#8221;default&#8221; text_font_size=&#8221;18px&#8221; text_line_height=&#8221;1.6em&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<p>Els models predictius d\u2019IA exerceixen un paper crucial en l\u2019optimitzaci\u00f3 empresarial i la presa de decisions. Aquests s\u00f3n alguns casos d\u2019\u00fas clau t\u00edpics amb qu\u00e8 podem ajudar la seva empresa:<\/p>\n<p>[\/et_pb_text][\/et_pb_column][\/et_pb_row][et_pb_row _builder_version=&#8221;4.27.2&#8243; _module_preset=&#8221;default&#8221; width=&#8221;100%&#8221; max_width=&#8221;900px&#8221; custom_css_free_form=&#8221;selector .et_pb_module{||  margin:0 1em;||}&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_column type=&#8221;4_4&#8243; _builder_version=&#8221;4.27.2&#8243; _module_preset=&#8221;default&#8221; custom_css_main_element=&#8221;display:flex;||flex-flow:wrap;||justify-content:center;||&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_button button_url=&#8221;@ET-DC@eyJkeW5hbWljIjp0cnVlLCJjb250ZW50IjoicG9zdF9saW5rX3VybF9zb2x1dGlvbiIsInNldHRpbmdzIjp7InBvc3RfaWQiOiIyNTEifX0=@&#8221; button_text=&#8221;Manteniment predictiu&#8221; button_alignment=&#8221;center&#8221; _builder_version=&#8221;4.27.2&#8243; _dynamic_attributes=&#8221;button_url&#8221; _module_preset=&#8221;default&#8221; 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custom_button=&#8221;on&#8221; button_text_size=&#8221;16px&#8221; button_text_color=&#8221;#000000&#8243; button_border_width=&#8221;1px&#8221; button_border_radius=&#8221;5px&#8221; button_use_icon=&#8221;off&#8221; locked=&#8221;off&#8221; global_colors_info=&#8221;{}&#8221; button_text_color__hover_enabled=&#8221;on|hover&#8221; button_text_color__hover=&#8221;#FFFFFF&#8221; button_bg_color__hover_enabled=&#8221;on|hover&#8221; button_bg_color__hover=&#8221;#F35227&#8243; button_bg_enable_color__hover=&#8221;on&#8221; button_border_color__hover_enabled=&#8221;on|hover&#8221; button_border_color__hover=&#8221;#F35227&#8243;][\/et_pb_button][et_pb_button button_url=&#8221;@ET-DC@eyJkeW5hbWljIjp0cnVlLCJjb250ZW50IjoicG9zdF9saW5rX3VybF9zb2x1dGlvbiIsInNldHRpbmdzIjp7InBvc3RfaWQiOiIyNTUifX0=@&#8221; button_text=&#8221;An\u00e0lisi de qualitat&#8221; button_alignment=&#8221;center&#8221; _builder_version=&#8221;4.27.2&#8243; _dynamic_attributes=&#8221;button_url&#8221; _module_preset=&#8221;default&#8221; custom_button=&#8221;on&#8221; button_text_size=&#8221;16px&#8221; button_text_color=&#8221;#000000&#8243; button_border_width=&#8221;1px&#8221; button_border_radius=&#8221;5px&#8221; button_use_icon=&#8221;off&#8221; locked=&#8221;off&#8221; global_colors_info=&#8221;{}&#8221; button_text_color__hover_enabled=&#8221;on|hover&#8221; button_text_color__hover=&#8221;#FFFFFF&#8221; button_bg_color__hover_enabled=&#8221;on|hover&#8221; button_bg_color__hover=&#8221;#F35227&#8243; button_bg_enable_color__hover=&#8221;on&#8221; button_border_color__hover_enabled=&#8221;on|hover&#8221; button_border_color__hover=&#8221;#F35227&#8243;][\/et_pb_button][et_pb_button button_url=&#8221;@ET-DC@eyJkeW5hbWljIjp0cnVlLCJjb250ZW50IjoicG9zdF9saW5rX3VybF9zb2x1dGlvbiIsInNldHRpbmdzIjp7InBvc3RfaWQiOiIyNTcifX0=@&#8221; button_text=&#8221;Gesti\u00f3 d\u2019inventari&#8221; button_alignment=&#8221;center&#8221; _builder_version=&#8221;4.27.2&#8243; _dynamic_attributes=&#8221;button_url&#8221; _module_preset=&#8221;default&#8221; custom_button=&#8221;on&#8221; button_text_size=&#8221;16px&#8221; button_text_color=&#8221;#000000&#8243; button_border_width=&#8221;1px&#8221; button_border_radius=&#8221;5px&#8221; button_use_icon=&#8221;off&#8221; locked=&#8221;off&#8221; global_colors_info=&#8221;{}&#8221; button_text_color__hover_enabled=&#8221;on|hover&#8221; button_text_color__hover=&#8221;#FFFFFF&#8221; button_bg_color__hover_enabled=&#8221;on|hover&#8221; button_bg_color__hover=&#8221;#F35227&#8243; button_bg_enable_color__hover=&#8221;on&#8221; button_border_color__hover_enabled=&#8221;on|hover&#8221; button_border_color__hover=&#8221;#F35227&#8243;][\/et_pb_button][et_pb_button button_url=&#8221;@ET-DC@eyJkeW5hbWljIjp0cnVlLCJjb250ZW50IjoicG9zdF9saW5rX3VybF9zb2x1dGlvbiIsInNldHRpbmdzIjp7InBvc3RfaWQiOiIyNTkifX0=@&#8221; button_text=&#8221;Gesti\u00f3 de la cadena de subministrament&#8221; button_alignment=&#8221;center&#8221; _builder_version=&#8221;4.27.2&#8243; _dynamic_attributes=&#8221;button_url&#8221; _module_preset=&#8221;default&#8221; custom_button=&#8221;on&#8221; button_text_size=&#8221;16px&#8221; button_text_color=&#8221;#000000&#8243; button_border_width=&#8221;1px&#8221; button_border_radius=&#8221;5px&#8221; button_use_icon=&#8221;off&#8221; locked=&#8221;off&#8221; global_colors_info=&#8221;{}&#8221; button_text_color__hover_enabled=&#8221;on|hover&#8221; button_text_color__hover=&#8221;#FFFFFF&#8221; button_bg_color__hover_enabled=&#8221;on|hover&#8221; button_bg_color__hover=&#8221;#F35227&#8243; button_bg_enable_color__hover=&#8221;on&#8221; button_border_color__hover_enabled=&#8221;on|hover&#8221; button_border_color__hover=&#8221;#F35227&#8243;][\/et_pb_button][et_pb_button button_url=&#8221;@ET-DC@eyJkeW5hbWljIjp0cnVlLCJjb250ZW50IjoicG9zdF9saW5rX3VybF9zb2x1dGlvbiIsInNldHRpbmdzIjp7InBvc3RfaWQiOiIyNjEifX0=@&#8221; button_text=&#8221;Tend\u00e8ncies del mercat&#8221; button_alignment=&#8221;center&#8221; _builder_version=&#8221;4.27.2&#8243; _dynamic_attributes=&#8221;button_url&#8221; _module_preset=&#8221;default&#8221; custom_button=&#8221;on&#8221; button_text_size=&#8221;16px&#8221; button_text_color=&#8221;#000000&#8243; button_border_width=&#8221;1px&#8221; button_border_radius=&#8221;5px&#8221; button_use_icon=&#8221;off&#8221; locked=&#8221;off&#8221; global_colors_info=&#8221;{}&#8221; button_text_color__hover_enabled=&#8221;on|hover&#8221; button_text_color__hover=&#8221;#FFFFFF&#8221; button_bg_color__hover_enabled=&#8221;on|hover&#8221; button_bg_color__hover=&#8221;#F35227&#8243; button_bg_enable_color__hover=&#8221;on&#8221; button_border_color__hover_enabled=&#8221;on|hover&#8221; button_border_color__hover=&#8221;#F35227&#8243;][\/et_pb_button][\/et_pb_column][\/et_pb_row][et_pb_row admin_label=&#8221;row&#8221; _builder_version=&#8221;4.27.2&#8243; background_size=&#8221;initial&#8221; background_position=&#8221;top_left&#8221; background_repeat=&#8221;repeat&#8221; width=&#8221;100%&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_column type=&#8221;4_4&#8243; _builder_version=&#8221;4.16&#8243; custom_padding=&#8221;|||&#8221; global_colors_info=&#8221;{}&#8221; custom_padding__hover=&#8221;|||&#8221;][et_pb_text _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; text_font_size=&#8221;18px&#8221; text_line_height=&#8221;1.6em&#8221; header_3_font=&#8221;|||on|||||&#8221; header_3_font_size=&#8221;28px&#8221; header_3_line_height=&#8221;1.2em&#8221; custom_margin=&#8221;||1em||false|false&#8221; custom_margin_tablet=&#8221;||0em||false|false&#8221; custom_margin_phone=&#8221;||0em||false|false&#8221; custom_margin_last_edited=&#8221;on|tablet&#8221; header_3_font_size_tablet=&#8221;28px&#8221; header_3_font_size_phone=&#8221;20px&#8221; header_3_font_size_last_edited=&#8221;on|phone&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<h3>Creaci\u00f3 de models d\u2019IA robustos i escalables<\/h3>\n<p>[\/et_pb_text][et_pb_text _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; text_font_size=&#8221;18px&#8221; text_line_height=&#8221;1.6em&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<p>Els models predictius no s\u00f3n est\u00e0tics, sin\u00f3 que estan en aprenentatge continu. S\u2019adapten autom\u00e0ticament a mesura que es disposa de noves dades, de manera que podem fer-los escalables.<\/p>\n<p>A Mosaic Factor, ens centrem en la creaci\u00f3 de <strong>models d\u2019IA optimitzats d\u2019alt rendiment<\/strong> que minimitzin l\u2019\u00fas de recursos computacionals, cosa que es tradueix en <strong>menors costos i impacte mediambiental<\/strong>.<\/p>\n<p>Sempre avaluem els casos d\u2019\u00fas d\u2019IA dins del sector espec\u00edfic de l\u2019empresa per assegurar-nos que la IA predictiva permeti a les empreses prendre decisions basades en dades, optimitzar processos i mantenir-se a l\u2019avantguarda en un panorama de mercat din\u00e0mic.<\/p>\n<p>[\/et_pb_text][et_pb_text _builder_version=&#8221;4.27.2&#8243; _module_preset=&#8221;default&#8221; text_font_size=&#8221;18px&#8221; text_line_height=&#8221;1.6em&#8221; header_3_font=&#8221;|||on|||||&#8221; header_3_font_size=&#8221;28px&#8221; custom_margin=&#8221;||1em||false|false&#8221; 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