{"id":41028,"date":"2026-05-14T15:54:29","date_gmt":"2026-05-14T18:54:29","guid":{"rendered":"https:\/\/grupo-giga.com\/project\/ford-moving-from-historical-kpis-to-predictive-operational-decisions\/"},"modified":"2026-07-01T10:33:12","modified_gmt":"2026-07-01T13:33:12","slug":"ford-de-kpis-historicos-a-decisoes-operacionais-preditivas","status":"publish","type":"project","link":"https:\/\/grupo-giga.com\/pt-br\/projetos\/ford-de-kpis-historicos-a-decisoes-operacionais-preditivas\/","title":{"rendered":"Ford: De KPIs hist\u00f3ricos a decis\u00f5es operacionais preditivas"},"content":{"rendered":"<p>[et_pb_section fb_built=&#8221;1&#8243; custom_padding_last_edited=&#8221;on|phone&#8221; next_background_color=&#8221;#ffffff&#8221; _builder_version=&#8221;4.27.6&#8243; _module_preset=&#8221;default&#8221; use_background_color_gradient=&#8221;on&#8221; background_color_gradient_direction=&#8221;90deg&#8221; background_color_gradient_stops=&#8221;#ffffff 18%|rgba(255,255,255,0) 78%&#8221; 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use_custom_gutter=&#8221;on&#8221; gutter_width=&#8221;1&#8243; _builder_version=&#8221;4.27.6&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_column type=&#8221;1_2&#8243; _builder_version=&#8221;4.24.2&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_code module_class=&#8221;breadcrumb&#8221; _builder_version=&#8221;4.24.2&#8243; _module_preset=&#8221;default&#8221; custom_margin=&#8221;||20px||false|false&#8221; global_colors_info=&#8221;{}&#8221;]<nav aria-label=\"breadcrumbs\" class=\"rank-math-breadcrumb\"><p><span class=\"last\">Home<\/span><\/p><\/nav>[\/et_pb_code][et_pb_text _builder_version=&#8221;4.27.6&#8243; _module_preset=&#8221;default&#8221; text_font=&#8221;|600|||||||&#8221; text_font_size=&#8221;48px&#8221; text_line_height=&#8221;1.1em&#8221; header_font=&#8221;|600|||||||&#8221; header_font_size=&#8221;48px&#8221; header_line_height=&#8221;1.1em&#8221; custom_margin=&#8221;||10px||false|false&#8221; text_font_size_tablet=&#8221;48px&#8221; text_font_size_phone=&#8221;40px&#8221; text_font_size_last_edited=&#8221;on|desktop&#8221; header_text_color_tablet=&#8221;#FFFFFF&#8221; header_text_color_phone=&#8221;#FFFFFF&#8221; header_text_color_last_edited=&#8221;on|tablet&#8221; header_font_size_tablet=&#8221;48px&#8221; header_font_size_phone=&#8221;40px&#8221; header_font_size_last_edited=&#8221;on|phone&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<h1>Ford<\/h1>\n<p>[\/et_pb_text][et_pb_text _builder_version=&#8221;4.27.6&#8243; _module_preset=&#8221;default&#8221; text_font_size=&#8221;24px&#8221; text_line_height=&#8221;1.6em&#8221; custom_margin=&#8221;||30px||false|false&#8221; text_text_color_tablet=&#8221;#FFFFFF&#8221; text_text_color_phone=&#8221;#FFFFFF&#8221; text_text_color_last_edited=&#8221;on|tablet&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<p>De KPIs hist\u00f3ricos a decis\u00f5es operacionais preditivas<\/p>\n<p>[\/et_pb_text][et_pb_button button_url=&#8221;@ET-DC@eyJkeW5hbWljIjp0cnVlLCJjb250ZW50IjoicG9zdF9saW5rX3VybF9wYWdlIiwic2V0dGluZ3MiOnsicG9zdF9pZCI6IjI4MTgxIn19@&#8221; button_text=&#8221;Fale conosco&#8221; _builder_version=&#8221;4.25.0&#8243; _dynamic_attributes=&#8221;button_url&#8221; _module_preset=&#8221;default&#8221; saved_tabs=&#8221;all&#8221; global_colors_info=&#8221;{}&#8221;][\/et_pb_button][\/et_pb_column][et_pb_column type=&#8221;1_2&#8243; _builder_version=&#8221;4.24.2&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][\/et_pb_column][\/et_pb_row][\/et_pb_section][et_pb_section fb_built=&#8221;1&#8243; _builder_version=&#8221;4.25.0&#8243; _module_preset=&#8221;default&#8221; width=&#8221;80%&#8221; width_tablet=&#8221;80%&#8221; width_phone=&#8221;90%&#8221; width_last_edited=&#8221;on|phone&#8221; max_width=&#8221;1080px&#8221; module_alignment=&#8221;center&#8221; custom_margin=&#8221;-130px||60px||false|false&#8221; custom_padding=&#8221;||43.8px||false|false&#8221; border_radii=&#8221;on|30px|30px|30px|30px&#8221; box_shadow_style=&#8221;preset2&#8243; global_colors_info=&#8221;{}&#8221;][et_pb_row column_structure=&#8221;1_3,2_3&#8243; 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button_text=&#8221;Real-Time Dashboards&#8221; module_class=&#8221;boton_deshabilitado sin_mayusculas boton_tecnologias&#8221; _builder_version=&#8221;4.27.6&#8243; _module_preset=&#8221;default&#8221; custom_button=&#8221;on&#8221; button_text_size=&#8221;14px&#8221; button_use_icon=&#8221;off&#8221; custom_margin=&#8221;|10px|10px||false|false&#8221; custom_margin_tablet=&#8221;|10px|||false|false&#8221; custom_margin_phone=&#8221;|10px|10px||false|false&#8221; custom_margin_last_edited=&#8221;on|phone&#8221; button_text_size_tablet=&#8221;16px&#8221; button_text_size_phone=&#8221;13px&#8221; button_text_size_last_edited=&#8221;on|phone&#8221; custom_css_free_form=&#8221;body #page-container .et_pb_section .et_pb_button_module_wrapper selector.boton_deshabilitado {||    line-height: 1.2em !important;||}&#8221; locked=&#8221;off&#8221; global_colors_info=&#8221;{}&#8221;][\/et_pb_button][\/et_pb_column][et_pb_column type=&#8221;2_3&#8243; _builder_version=&#8221;4.24.2&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_text _builder_version=&#8221;4.25.0&#8243; _module_preset=&#8221;default&#8221; text_font=&#8221;|600|||||||&#8221; text_font_size=&#8221;40px&#8221; text_line_height=&#8221;1.4em&#8221; header_font=&#8221;|600|||||||&#8221; header_line_height=&#8221;1.4em&#8221; custom_margin=&#8221;||10px||false|false&#8221; text_font_size_tablet=&#8221;40px&#8221; text_font_size_phone=&#8221;30px&#8221; text_font_size_last_edited=&#8221;on|phone&#8221; header_font_size_tablet=&#8221;30px&#8221; header_font_size_phone=&#8221;30px&#8221; header_font_size_last_edited=&#8221;off|phone&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<h1>O <span class=\"resaltado\">desafio<\/span> <\/h1>\n<p>[\/et_pb_text][et_pb_text _builder_version=&#8221;4.27.6&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<p>A Ford precisava fortalecer a tomada de decis\u00f5es operacionais em um ambiente de manufatura altamente complexo, com grandes volumes de dados distribu\u00eddos em m\u00faltiplas fontes. Os KPIs existentes mostravam apenas o que j\u00e1 havia acontecido, sem capacidade preditiva, o que dificultava antecipar inefici\u00eancias, detectar desvios precocemente e proteger o desempenho da produ\u00e7\u00e3o em escala corporativa. <\/p>\n<p>[\/et_pb_text][et_pb_text _builder_version=&#8221;4.25.0&#8243; _module_preset=&#8221;default&#8221; text_font=&#8221;|600|||||||&#8221; text_font_size=&#8221;40px&#8221; text_line_height=&#8221;1.4em&#8221; header_font=&#8221;|600|||||||&#8221; header_line_height=&#8221;1.4em&#8221; custom_margin=&#8221;||10px||false|false&#8221; text_font_size_tablet=&#8221;40px&#8221; text_font_size_phone=&#8221;30px&#8221; text_font_size_last_edited=&#8221;on|phone&#8221; header_font_size_tablet=&#8221;30px&#8221; header_font_size_phone=&#8221;30px&#8221; header_font_size_last_edited=&#8221;off|phone&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<h1>A <span class=\"resaltado\">solu\u00e7\u00e3o<\/span><\/h1>\n<p>[\/et_pb_text][et_pb_text _builder_version=&#8221;4.27.6&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<p>A <strong>GIGA IT <\/strong>implementou um programa de Anal\u00edtica Avan\u00e7ada para transformar dados operacionais em intelig\u00eancia preditiva e acion\u00e1vel. Foram unificadas fontes de dados dispersas e desenvolvidos modelos preditivos para antecipar comportamentos de processos, detectar anomalias e prever poss\u00edveis interrup\u00e7\u00f5es nos fluxos de produ\u00e7\u00e3o. Esses insights foram incorporados aos fluxos de trabalho por meio de dashboards interativos e ferramentas de monitoramento em tempo real, permitindo que as equipes passassem de um acompanhamento reativo para uma tomada de decis\u00e3o proativa baseada em dados.  <\/p>\n<p>[\/et_pb_text][et_pb_text _builder_version=&#8221;4.25.0&#8243; _module_preset=&#8221;default&#8221; text_font=&#8221;|600|||||||&#8221; text_font_size=&#8221;40px&#8221; text_line_height=&#8221;1.4em&#8221; header_font=&#8221;|600|||||||&#8221; header_line_height=&#8221;1.4em&#8221; custom_margin=&#8221;||10px||false|false&#8221; text_font_size_tablet=&#8221;40px&#8221; text_font_size_phone=&#8221;30px&#8221; text_font_size_last_edited=&#8221;on|phone&#8221; header_font_size_tablet=&#8221;30px&#8221; header_font_size_phone=&#8221;30px&#8221; header_font_size_last_edited=&#8221;off|phone&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<h1>Os <span class=\"resaltado\">resultados<\/span><\/h1>\n<p>[\/et_pb_text][et_pb_text _builder_version=&#8221;4.27.6&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<ul>\n<li>Dados operacionais transformados em insights preditivos para decis\u00f5es proativas.<\/li>\n<li>Maior efici\u00eancia e estabilidade em processos cr\u00edticos de produ\u00e7\u00e3o.<\/li>\n<li>Detec\u00e7\u00e3o precoce de desvios antes de impactar o desempenho operacional.<\/li>\n<li>Transi\u00e7\u00e3o de KPIs retrospectivos para intelig\u00eancia cont\u00ednua com vis\u00e3o preditiva.<\/li>\n<\/ul>\n<p>[\/et_pb_text][\/et_pb_column][\/et_pb_row][et_pb_row column_structure=&#8221;1_3,2_3&#8243; _builder_version=&#8221;4.25.0&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_column type=&#8221;1_3&#8243; _builder_version=&#8221;4.25.0&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_image src=&#8221;https:\/\/grupo-giga.com\/wp-content\/uploads\/2026\/05\/Ford-d.svg&#8221; alt=&#8221;Unicef&#8221; title_text=&#8221;Ford-d&#8221; _builder_version=&#8221;4.27.6&#8243; _module_preset=&#8221;default&#8221; background_image=&#8221;https:\/\/grupo-giga.com\/wp-content\/uploads\/2024\/05\/miscelanea_gris.svg&#8221; background_size=&#8221;custom&#8221; background_position=&#8221;bottom_center&#8221; max_width=&#8221;70%&#8221; max_width_tablet=&#8221;40%&#8221; max_width_phone=&#8221;60%&#8221; max_width_last_edited=&#8221;on|phone&#8221; module_alignment=&#8221;center&#8221; custom_margin=&#8221;||0px||false|false&#8221; custom_padding=&#8221;|15%|20%|15%|false|true&#8221; custom_padding_tablet=&#8221;|10%|10%|10%|false|true&#8221; custom_padding_phone=&#8221;|15%|15%|15%|false|true&#8221; custom_padding_last_edited=&#8221;on|tablet&#8221; global_colors_info=&#8221;{}&#8221;][\/et_pb_image][\/et_pb_column][et_pb_column type=&#8221;2_3&#8243; _builder_version=&#8221;4.25.0&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_text module_class=&#8221;testimonios_proyectos&#8221; _builder_version=&#8221;4.27.6&#8243; _module_preset=&#8221;default&#8221; header_font=&#8221;|800|||||||&#8221; header_font_size=&#8221;20px&#8221; header_line_height=&#8221;1.7em&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<p><em>A Anal\u00edtica Avan\u00e7ada transformou a forma como entendemos nossas opera\u00e7\u00f5es. Em vez de reagir a resultados passados, agora podemos antecipar problemas e tomar decis\u00f5es com base em insights preditivos, n\u00e3o em intui\u00e7\u00e3o. <\/em><\/p>\n<h1>L\u00edder de Opera\u00e7\u00f5es<\/h1>\n<p>[\/et_pb_text][\/et_pb_column][\/et_pb_row][\/et_pb_section][et_pb_section fb_built=&#8221;1&#8243; prev_background_color=&#8221;#ffffff&#8221; _builder_version=&#8221;4.25.0&#8243; _module_preset=&#8221;default&#8221; background_color=&#8221;gcid-heading-color&#8221; top_divider_style=&#8221;curve&#8221; top_divider_height=&#8221;50px&#8221; top_divider_flip=&#8221;vertical&#8221; top_divider_height_tablet=&#8221;20px&#8221; top_divider_height_phone=&#8221;10px&#8221; top_divider_height_last_edited=&#8221;on|phone&#8221; global_colors_info=&#8221;{%22gcid-heading-color%22:%91%22background_color%22%93}&#8221;][et_pb_row column_structure=&#8221;1_2,1_2&#8243; _builder_version=&#8221;4.25.0&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_column type=&#8221;1_2&#8243; 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title_text=&#8221;casosestudio_banner&#8221; _builder_version=&#8221;4.25.0&#8243; _module_preset=&#8221;default&#8221; transform_rotate=&#8221;0deg|0deg|5deg&#8221; custom_margin=&#8221;-90px||||false|false&#8221; custom_margin_tablet=&#8221;20px||||false|false&#8221; custom_margin_phone=&#8221;20px||||false|false&#8221; custom_margin_last_edited=&#8221;on|tablet&#8221; global_colors_info=&#8221;{}&#8221;][\/et_pb_image][\/et_pb_column][\/et_pb_row][\/et_pb_section][et_pb_section fb_built=&#8221;1&#8243; _builder_version=&#8221;4.24.2&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221; locked=&#8221;off&#8221;][et_pb_row _builder_version=&#8221;4.24.2&#8243; _module_preset=&#8221;default&#8221; custom_padding=&#8221;||0px|||&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_column type=&#8221;4_4&#8243; _builder_version=&#8221;4.24.2&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_text _builder_version=&#8221;4.27.6&#8243; _module_preset=&#8221;default&#8221; text_font=&#8221;|600|||||||&#8221; text_font_size=&#8221;40px&#8221; text_line_height=&#8221;1.4em&#8221; header_font=&#8221;|600|||||||&#8221; header_font_size=&#8221;40px&#8221; header_line_height=&#8221;1.4em&#8221; custom_margin=&#8221;||||false|false&#8221; hover_enabled=&#8221;0&#8243; text_font_size_tablet=&#8221;40px&#8221; text_font_size_phone=&#8221;30px&#8221; text_font_size_last_edited=&#8221;on|phone&#8221; header_font_size_tablet=&#8221;40px&#8221; header_font_size_phone=&#8221;30px&#8221; header_font_size_last_edited=&#8221;on|desktop&#8221; global_colors_info=&#8221;{}&#8221; sticky_enabled=&#8221;0&#8243;]<\/p>\n<h1>Explore resultados reais<\/h1>\n<p>[\/et_pb_text][\/et_pb_column][\/et_pb_row][et_pb_row _builder_version=&#8221;4.24.2&#8243; _module_preset=&#8221;default&#8221; custom_padding=&#8221;||0px|||&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_column type=&#8221;4_4&#8243; _builder_version=&#8221;4.24.2&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_portfolio fullwidth=&#8221;off&#8221; posts_number=&#8221;3&#8243; include_categories=&#8221;current&#8221; show_categories=&#8221;off&#8221; show_pagination=&#8221;off&#8221; zoom_icon_color=&#8221;RGBA(255,255,255,0)&#8221; hover_overlay_color=&#8221;RGBA(255,255,255,0)&#8221; module_class=&#8221;portfolio_relacionados&#8221; _builder_version=&#8221;4.27.6&#8243; _module_preset=&#8221;default&#8221; title_font=&#8221;|700|||||||&#8221; border_radii_image=&#8221;on|30px|30px|30px|30px&#8221; global_colors_info=&#8221;{%22gcid-primary-color%22:%91%22title_text_color__hover%22%93}&#8221; title_text_color__hover_enabled=&#8221;on|hover&#8221; title_text_color__hover=&#8221;#25c6a0&#8243;][\/et_pb_portfolio][\/et_pb_column][\/et_pb_row][et_pb_row _builder_version=&#8221;4.24.2&#8243; _module_preset=&#8221;default&#8221; custom_padding=&#8221;0px||0px|||&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_column type=&#8221;4_4&#8243; _builder_version=&#8221;4.24.2&#8243; 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Os KPIs existentes mostravam apenas o que j\u00e1 havia acontecido, sem capacidade preditiva, o que dificultava antecipar inefici\u00eancias, detectar desvios [&hellip;]<\/p>\n","protected":false},"author":12,"featured_media":38770,"comment_status":"open","ping_status":"closed","template":"","meta":{"_acf_changed":false,"_et_pb_use_builder":"on","_et_pb_old_content":"","_et_gb_content_width":"","footnotes":""},"project_category":[704],"project_tag":[],"class_list":["post-41028","project","type-project","status-publish","has-post-thumbnail","hentry","project_category-automotivo-e-mobilidade"],"acf":[],"_links":{"self":[{"href":"https:\/\/grupo-giga.com\/pt-br\/wp-json\/wp\/v2\/project\/41028","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/grupo-giga.com\/pt-br\/wp-json\/wp\/v2\/project"}],"about":[{"href":"https:\/\/grupo-giga.com\/pt-br\/wp-json\/wp\/v2\/types\/project"}],"author":[{"embeddable":true,"href":"https:\/\/grupo-giga.com\/pt-br\/wp-json\/wp\/v2\/users\/12"}],"replies":[{"embeddable":true,"href":"https:\/\/grupo-giga.com\/pt-br\/wp-json\/wp\/v2\/comments?post=41028"}],"version-history":[{"count":6,"href":"https:\/\/grupo-giga.com\/pt-br\/wp-json\/wp\/v2\/project\/41028\/revisions"}],"predecessor-version":[{"id":41298,"href":"https:\/\/grupo-giga.com\/pt-br\/wp-json\/wp\/v2\/project\/41028\/revisions\/41298"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/grupo-giga.com\/pt-br\/wp-json\/wp\/v2\/media\/38770"}],"wp:attachment":[{"href":"https:\/\/grupo-giga.com\/pt-br\/wp-json\/wp\/v2\/media?parent=41028"}],"wp:term":[{"taxonomy":"project_category","embeddable":true,"href":"https:\/\/grupo-giga.com\/pt-br\/wp-json\/wp\/v2\/project_category?post=41028"},{"taxonomy":"project_tag","embeddable":true,"href":"https:\/\/grupo-giga.com\/pt-br\/wp-json\/wp\/v2\/project_tag?post=41028"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}