{"id":34940,"date":"2026-09-02T00:00:00","date_gmt":"2026-09-02T00:00:00","guid":{"rendered":"https:\/\/angelboss.com.br\/2026\/09\/02\/335670-hoff-analytics-antecipa-demanda-com-inteligencia-artificial\/"},"modified":"2026-09-02T00:00:00","modified_gmt":"2026-09-02T00:00:00","slug":"335670-hoff-analytics-antecipa-demanda-com-inteligencia-artificial","status":"publish","type":"post","link":"http:\/\/angelboss.com.br\/en\/2026\/09\/02\/335670-hoff-analytics-antecipa-demanda-com-inteligencia-artificial\/","title":{"rendered":"Hoff Analytics antecipa demanda com intelig\u00eancia artificial"},"content":{"rendered":"<p>Em uma nova etapa de expans\u00e3o de seu portf\u00f3lio, a Hoff Analytics lan\u00e7a a Cloe Demand Forecast, funcionalidade baseada em intelig\u00eancia artificial (IA) que projeta a demanda por insumos em obras. A solu\u00e7\u00e3o organiza informa\u00e7\u00f5es sobre constru\u00e7\u00f5es ativas e indica quando, onde e em que volume determinadas categorias de materiais poder\u00e3o ser demandadas.<\/p>\n<p>Com a nova ferramenta, a empresa busca ampliar a visibilidade dos fabricantes sobre o ciclo de consumo da constru\u00e7\u00e3o civil. O objetivo \u00e9 aproximar o planejamento industrial do ritmo real das obras, reduzindo decis\u00f5es baseadas apenas no hist\u00f3rico de vendas ou em estimativas gen\u00e9ricas de mercado.<\/p>\n<p>Segundo a Hoff Analytics, a falta de visibilidade sobre o momento de compra dos materiais representa um desafio n\u00e3o apenas para as \u00e1reas comerciais, mas tamb\u00e9m para os departamentos respons\u00e1veis pela produ\u00e7\u00e3o, pelos estoques e pela distribui\u00e7\u00e3o.<\/p>\n<p>Quando a produ\u00e7\u00e3o supera a demanda, a empresa pode acumular mercadorias, ocupar espa\u00e7o de armazenagem e imobilizar capital. No cen\u00e1rio oposto, a falta de produtos pode comprometer vendas, prazos de entrega e o relacionamento com os clientes.<\/p>\n<p>&quot;Muitas empresas associam o principal gargalo apenas \u00e0 gera\u00e7\u00e3o de oportunidades comerciais. No entanto, existe tamb\u00e9m um desafio de planejamento. Sem saber quando determinado material ser\u00e1 necess\u00e1rio, o fabricante pode produzir em excesso ou n\u00e3o ter capacidade suficiente para atender \u00e0 demanda&quot;, afirma Wesley Bichoff, fundador da Hoff Analytics.<\/p>\n<p>A proposta da Cloe Demand Forecast \u00e9 contribuir para que essas decis\u00f5es sejam tomadas com base no avan\u00e7o das obras e no comportamento esperado de consumo de cada categoria de produto.<\/p>\n<p>A ferramenta re\u00fane informa\u00e7\u00f5es sobre constru\u00e7\u00f5es em andamento e utiliza intelig\u00eancia artificial para identificar padr\u00f5es relacionados \u00e0s diferentes etapas dos projetos. As proje\u00e7\u00f5es podem ser segmentadas por categoria de produto, localiza\u00e7\u00e3o geogr\u00e1fica, fase da obra e horizonte de tempo, como per\u00edodos de 30, 60 ou 90 dias.<\/p>\n<p>Um fabricante de revestimentos cer\u00e2micos, por exemplo, pode localizar obras que estejam se aproximando da etapa de acabamento em uma determinada regi\u00e3o. A partir desse recorte, a plataforma apresenta indicadores como quantidade de projetos, volume potencial de materiais, distribui\u00e7\u00e3o geogr\u00e1fica e impacto financeiro estimado.<\/p>\n<p>A mesma l\u00f3gica pode ser aplicada a outras categorias de insumos, considerando o momento em que cada produto costuma ser utilizado no cronograma de uma constru\u00e7\u00e3o.<\/p>\n<p>Dessa forma, os fabricantes podem avaliar n\u00e3o apenas quais obras est\u00e3o em andamento, mas tamb\u00e9m em que momento determinados materiais poder\u00e3o ser necess\u00e1rios.<\/p>\n<p>Na pr\u00e1tica, as proje\u00e7\u00f5es podem contribuir para o planejamento de compras de mat\u00e9rias-primas, a defini\u00e7\u00e3o dos n\u00edveis de estoque, a organiza\u00e7\u00e3o de rotas log\u00edsticas e a prioriza\u00e7\u00e3o de regi\u00f5es com maior potencial de consumo.<\/p>\n<p>Tamb\u00e9m podem auxiliar as equipes comerciais a abordarem clientes em momentos mais pr\u00f3ximos das etapas de compra, tornando o contato mais contextualizado e alinhado ao andamento das obras.<\/p>\n<p>&quot;A tecnologia n\u00e3o substitui a an\u00e1lise humana. Ela organiza informa\u00e7\u00f5es dispersas e reduz o tempo dedicado \u00e0 coleta de dados. Com isso, os gestores podem se concentrar em decis\u00f5es estrat\u00e9gicas, como ajustar a produ\u00e7\u00e3o, planejar rotas, negociar prazos com fornecedores e comunicar aos clientes a disponibilidade dos produtos&quot;, diz Bichoff.<\/p>\n<p>A cria\u00e7\u00e3o da Cloe Demand Forecast ocorre em um contexto de maior uso de dados e intelig\u00eancia artificial na constru\u00e7\u00e3o civil. Para a Hoff Analytics, a previsibilidade da demanda pode se tornar um elemento relevante para fabricantes que atendem diferentes regi\u00f5es, trabalham com grandes volumes ou possuem produtos vinculados a etapas espec\u00edficas das obras.<\/p>\n<p><img src='https:\/\/api.dino.com.br\/v2\/news\/tr\/335670?partnerId=4593' alt=\"\" style=\"border:0px;width:1px;height:1px;\" \/><\/p>","protected":false},"excerpt":{"rendered":"<p>Cloe Demand Forecast transforma dados de obras ativas em proje\u00e7\u00f5es por etapa construtiva, regi\u00e3o e horizonte de tempo, apoiando fabricantes no planejamento da produ\u00e7\u00e3o, dos estoques, da log\u00edstica e das vendas.<\/p>","protected":false},"author":3,"featured_media":34941,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_seopress_titles_title":"","_seopress_titles_desc":"","_seopress_robots_index":"","_seopress_robots_follow":"","_seopress_robots_imageindex":"","_seopress_robots_snippet":"","_seopress_robots_primary_cat":"0","_seopress_robots_breadcrumbs":"","_seopress_robots_freeze_modified_date":"","_seopress_robots_custom_modified_date":"","_seopress_robots_canonical":"","_seopress_social_fb_title":"","_seopress_social_fb_desc":"","_seopress_social_fb_img":"","_seopress_social_fb_img_attachment_id":0,"_seopress_social_fb_img_width":0,"_seopress_social_fb_img_height":0,"_seopress_social_twitter_title":"","_seopress_social_twitter_desc":"","_seopress_social_twitter_img":"","_seopress_social_twitter_img_attachment_id":0,"_seopress_social_twitter_img_width":0,"_seopress_social_twitter_img_height":0,"_seopress_redirections_value":"","_seopress_redirections_enabled":"","_seopress_redirections_enabled_regex":"","_seopress_redirections_logged_status":"","_seopress_redirections_param":"","_seopress_redirections_type":0,"_seopress_analysis_target_kw":"","page_builder":"","footnotes":""},"categories":[315],"tags":[348,342,347,454,323],"class_list":["post-34940","post","type-post","status-publish","format-standard","has-post-thumbnail","category-noticias-corporativas-dino","tag-construcao-civil","tag-empreendedorismo","tag-industrias","tag-industrias-de-bens-intermediarios","tag-tecnologia"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.7 - 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