
{"id":6826,"date":"2024-03-28T19:15:12","date_gmt":"2024-03-28T19:15:12","guid":{"rendered":"https:\/\/phc24.yourcode-staging.com\/pt\/artigo\/business-intelligence-para-pme-da-teoria-a-pratica\/"},"modified":"2026-01-06T15:08:24","modified_gmt":"2026-01-06T15:08:24","slug":"business-intelligence-para-pme","status":"publish","type":"artigo","link":"https:\/\/phcsoftware.com\/pt\/artigo\/business-intelligence-para-pme","title":{"rendered":"Business Intelligence para PME: da teoria \u00e0 pr\u00e1tica"},"content":{"rendered":"[vc_row type=&#8221;in_container&#8221; full_screen_row_position=&#8221;middle&#8221; column_margin=&#8221;default&#8221; equal_height=&#8221;yes&#8221; content_placement=&#8221;middle&#8221; column_direction=&#8221;default&#8221; column_direction_tablet=&#8221;default&#8221; column_direction_phone=&#8221;default&#8221; bg_image=&#8221;https:\/\/phcsoftware.com\/pt\/wp-content\/uploads\/sites\/3\/2024\/03\/negocio_decisao.jpg&#8221; bg_position=&#8221;left top&#8221; background_image_loading=&#8221;default&#8221; bg_repeat=&#8221;no-repeat&#8221; scene_position=&#8221;center&#8221; top_padding=&#8221;7%&#8221; constrain_group_1=&#8221;yes&#8221; bottom_padding=&#8221;7%&#8221; left_padding_desktop=&#8221;5%&#8221; constrain_group_2=&#8221;yes&#8221; right_padding_desktop=&#8221;5%&#8221; right_margin=&#8221;0&#8243; top_margin_phone=&#8221;20%&#8221; text_color=&#8221;light&#8221; text_align=&#8221;left&#8221; row_border_radius=&#8221;10px&#8221; row_border_radius_applies=&#8221;bg&#8221; overflow=&#8221;visible&#8221; color_overlay=&#8221;#383838&#8243; overlay_strength=&#8221;0.8&#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_direction_desktop=&#8221;default&#8221; column_element_spacing=&#8221;default&#8221; desktop_text_alignment=&#8221;default&#8221; tablet_text_alignment=&#8221;center&#8221; phone_text_alignment=&#8221;center&#8221; background_color_opacity=&#8221;1&#8243; background_hover_color_opacity=&#8221;1&#8243; column_backdrop_filter=&#8221;none&#8221; 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;2\/3&#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; column_padding_type=&#8221;default&#8221; gradient_type=&#8221;default&#8221;][vc_column_text]Artigo[\/vc_column_text][vc_column_text]\n<h2>Business Intelligence para PME: da teoria \u00e0 pr\u00e1tica<\/h2>\n[\/vc_column_text][\/vc_column][vc_column column_padding=&#8221;padding-10-percent&#8221; column_padding_tablet=&#8221;inherit&#8221; column_padding_phone=&#8221;inherit&#8221; column_padding_position=&#8221;left&#8221; column_element_direction_desktop=&#8221;default&#8221; column_element_spacing=&#8221;default&#8221; desktop_text_alignment=&#8221;default&#8221; tablet_text_alignment=&#8221;default&#8221; phone_text_alignment=&#8221;default&#8221; background_color_opacity=&#8221;1&#8243; background_hover_color_opacity=&#8221;1&#8243; column_backdrop_filter=&#8221;none&#8221; 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\/3&#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; column_padding_type=&#8221;default&#8221; gradient_type=&#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; top_padding=&#8221;3%&#8221; left_padding_desktop=&#8221;5%&#8221; constrain_group_2=&#8221;yes&#8221; right_padding_desktop=&#8221;5%&#8221; left_padding_tablet=&#8221;0%&#8221; constrain_group_4=&#8221;yes&#8221; right_padding_tablet=&#8221;0%&#8221; left_padding_phone=&#8221;0%&#8221; constrain_group_6=&#8221;yes&#8221; right_padding_phone=&#8221;0%&#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; 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_direction_desktop=&#8221;default&#8221; column_element_spacing=&#8221;default&#8221; desktop_text_alignment=&#8221;default&#8221; tablet_text_alignment=&#8221;default&#8221; phone_text_alignment=&#8221;default&#8221; background_color_opacity=&#8221;1&#8243; background_hover_color_opacity=&#8221;1&#8243; column_backdrop_filter=&#8221;none&#8221; 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;2\/3&#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;][vc_row_inner 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; class=&#8221;linhaTempoLeitura&#8221;][vc_column_inner 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_direction_desktop=&#8221;horizontal&#8221; column_element_alignment=&#8221;center&#8221; column_element_spacing=&#8221;50px&#8221; desktop_text_alignment=&#8221;default&#8221; tablet_text_alignment=&#8221;default&#8221; phone_text_alignment=&#8221;default&#8221; background_color_opacity=&#8221;1&#8243; background_hover_color_opacity=&#8221;1&#8243; column_backdrop_filter=&#8221;none&#8221; column_shadow=&#8221;none&#8221; column_border_radius=&#8221;none&#8221; column_link_target=&#8221;_self&#8221; overflow=&#8221;visible&#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; 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; column_padding_type=&#8221;default&#8221; gradient_type=&#8221;default&#8221;][vc_column_text]27 de Outubro 2023[\/vc_column_text][vc_column_text]Tempo de leitura: 5min[\/vc_column_text][\/vc_column_inner][\/vc_row_inner][divider line_type=&#8221;No Line&#8221; custom_height=&#8221;25px&#8221;][vc_column_text]\n<div class=\"seccao\">\n<p>\u201cA Business Intelligence (BI) ajuda a perceber o que realmente funciona e o que n\u00e3o\u201d, esta \u00e9 a principal vantagem de implementar numa empresa este tipo de tecnologias anal\u00edticas, segundo explica Bill Gates, diretor de Microsoft.<\/p>\n<p>A evolu\u00e7\u00e3o acelerada do mundo dos neg\u00f3cios exige \u00e0s empresas a implementa\u00e7\u00e3o de ferramentas cada vez mais precisas e eficientes que contenham realmente \u201cIntelig\u00eancia Empresarial\u201d ou Business Intelligence.<\/p>\n<p>A pandemia, sem d\u00favida, foi um dos principais aceleradores da digitaliza\u00e7\u00e3o que as empresas de todo mundo procuravam. O <a href=\"https:\/\/empresa.adecco.es\/badenoch-and-clark-barometro\">estudo \u00abBar\u00f3metro Badenoch + Clark\u00bb<\/a>, realizado pela assinatura internacional da Executive Search e desenvolvimento de talento do Grupo Adecco, sustenta que as organiza\u00e7\u00f5es se viram obrigadas a adaptar-se \u00e0s novas necessidades do mercado, de forma imprevis\u00edvel, facto que desencadeou a transforma\u00e7\u00e3o e evolu\u00e7\u00e3o digital nas empresas de simult\u00e2nea.<\/p>\n<p>O confinamento (e o futuro p\u00f3s-Covid) exigiu incorporar novas ferramentas, modificando muitos processos e a forma de relacionamento entre clientes, empregados e fornecedores. Neste sentido, a diversifica\u00e7\u00e3o e a digitaliza\u00e7\u00e3o foram a chave para manter o fluxo de neg\u00f3cios. Gerando, em simult\u00e2neo, oportunidades para as empresas reformularem o seu neg\u00f3cio e tecnologias, apoiados em dados para a tomada de decis\u00e3o. Adquirindo insights valiosos atrav\u00e9s de ferramentas que contribuem para o estudo do comportamento dos seus consumidores e de novas metodologias operacionais.<\/p>\n<p>De acordo com o <a href=\"https:\/\/old.phcsoftware.com\/ebook-guia-para-a-transformacao-digital-das-pme\/\">Estudo \u201cOs Novos Desafios Digitais na Gest\u00e3o das PME\u201d<\/a>, realizado em parceria com o Expresso, do total de gestores das PME inquiridos na sondagem, apenas 27% afirma utilizar dashboards para a tomada de decis\u00f5es, sendo que os que o fazem admitem que os mesmos influenciam a gest\u00e3o da sua empresa.<\/p>\n<p>O Estudo real\u00e7a ainda que, apesar de a percentagem dos que afirmam usar dashboards ser diminuta, h\u00e1, contudo, uma consci\u00eancia generalizada no total de gestores inquiridos da import\u00e2ncia de rapidamente ter acesso \u00e0 informa\u00e7\u00e3o do estado do neg\u00f3cio, com 40% dos gestores a admitir mesmo j\u00e1 ter sentido receio de n\u00e3o ver, ou ver tarde, alguma informa\u00e7\u00e3o importante da sua empresa.<\/p>\n<p>Pondo em foco a crescente necessidade da ado\u00e7\u00e3o de anal\u00edticas pelas organiza\u00e7\u00f5es. Assim como a import\u00e2ncia de as empresas incorporarem solu\u00e7\u00f5es com o apoio de dados nesta que \u00e9 a era da Business Intelligence.<\/p>\n<\/div>\n<div class=\"seccao\">\n<h2>Business Intelligence: Como se utiliza?<\/h2>\n<p>Imaginemos que temos uma empresa e que no \u00faltimo m\u00eas as vendas ca\u00edram 30%. Neste contexto, as perguntas l\u00f3gicas seriam: O que se passou? Por que as vendas ca\u00edram tanto?<\/p>\n<p>Se a nossa empresa n\u00e3o conta com ferramentas de Intelig\u00eancia Empresarial, ter\u00edamos de solicitar a cada \u00e1rea um relat\u00f3rio para poder analisar os registos um a um e encontrar a raz\u00e3o pela qual se desencadeou esta quebra. Este processo, penoso, poderia demorar meses para dar a resposta, incrementando ao tempo a carga de trabalho das equipas administrativas e impactando de forma direta a diminui\u00e7\u00e3o da produtividade e perda cont\u00ednua de recursos.<\/p>\n<p>Tendo ferramentas de Business Intelligence, a nossa empresa contaria com um banco de dados interno, na qual centrar-se-ia toda a informa\u00e7\u00e3o a respeito dos processos empresariais como: produ\u00e7\u00e3o, linhas de produto, fornecedores, vendas, stocks, invent\u00e1rios, contas correntes, etc, dando-nos a possibilidade de navegar de forma instant\u00e2nea atrav\u00e9s desta informa\u00e7\u00e3o fi\u00e1vel e ordenada; representada em dashboards e gr\u00e1ficos personalizados, obtidos em minutos e uns quantos cliques, e perceber a origem da queda das nossas vendas, sem erros ou perdas de tempo. \u00c9 poss\u00edvel assim tomar as decis\u00f5es estrat\u00e9gicas em tempo real com impacto direto na diferencia\u00e7\u00e3o competitiva.<\/p>\n<p>Al\u00e9m disso, a defini\u00e7\u00e3o de relat\u00f3rios e dashboards interativos e din\u00e2micos possibilita que, com a implementa\u00e7\u00e3o de uma solu\u00e7\u00e3o que conta com ferramentas de Business Intelligence, se possa realizar:<\/p>\n<ul>\n<li>A gest\u00e3o e a an\u00e1lise de clientes e fornecedores, assim como a sua classifica\u00e7\u00e3o segundo os crit\u00e9rios da companhia.<\/li>\n<li>A an\u00e1lise do ciclo de venda, convers\u00e3o de oportunidades e previs\u00f5es e progn\u00f3sticos de vendas.<\/li>\n<li>A an\u00e1lise do rendimento das campanhas de marketing.<\/li>\n<li>A previs\u00e3o de encomendas e volume de stock.<\/li>\n<li>O planeamento e supervis\u00e3o financeira.<\/li>\n<li>A centraliza\u00e7\u00e3o e conex\u00e3o da informa\u00e7\u00e3o corporativa, mediante o estudo tanto da informa\u00e7\u00e3o interna como externa.<\/li>\n<li>A democratiza\u00e7\u00e3o do acesso \u00e0 informa\u00e7\u00e3o do neg\u00f3cio e\/ou empresarial.<\/li>\n<li>A aplica\u00e7\u00e3o e supervis\u00e3o de melhorias cont\u00ednuas nos processos com base nas medi\u00e7\u00f5es realizadas.<\/li>\n<\/ul>\n<\/div>\n<div class=\"seccao\">\n<h2>Business Intelligence: para qualquer setor e dimens\u00e3o e tamb\u00e9m para as PME<\/h2>\n<p>O mito que envolve a exclusividade do uso desta tecnologia a grandes neg\u00f3cios ou empresas multinacionais nasceu h\u00e1 mais de meia d\u00e9cada. Em 1958, utilizava-se formalmente o termo \u201cBusiness Intelligence\u201d quando Peter Luhn em Nova York descobriu, enquanto trabalhava na conceituada multinacional norte-americana International Business Machines Corporation (IBM), diferentes sistemas para fazer a avalia\u00e7\u00e3o dos dados, de forma a tomar as melhores decis\u00f5es num neg\u00f3cio.<\/p>\n<p>Logicamente, este tipo de solu\u00e7\u00f5es foram evoluindo simultaneamente com o setor inform\u00e1tico e tecnol\u00f3gico. Sendo a d\u00e9cada de 90 marcada como o in\u00edcio da sua comercializa\u00e7\u00e3o, altura em que as ferramentas de Business Intelligence foram intituladas como \u201cpouco intuitivas e dif\u00edceis de usar\u201d.<\/p>\n<p>Desde ent\u00e3o, tem-se a falsa cren\u00e7a de que as solu\u00e7\u00f5es de Intelig\u00eancia Empresarial est\u00e3o reservadas aos grandes monop\u00f3lios, realidade que foi apoiada por diversos estudos.<\/p>\n<p>Dados extra\u00eddos do <a href=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2020\/11\/Data-powered-enterprise-report.pdf\">estudo \u00abThe data-powered enterprise. Why organizations must strengthen their data mastery\u00bb,<\/a> elaborado por Capgemini, revelaram que 50 % das organiza\u00e7\u00f5es internacionais inquiridas apoiaram-se no uso de dados na tomada de decis\u00f5es em 2020.<\/p>\n<p>Felizmente, o cen\u00e1rio parece estar a mudar. A pandemia e a democratiza\u00e7\u00e3o da tecnologia, em todos os n\u00edveis, conseguiram desmitificar esta realidade. Hoje, as empresas est\u00e3o cada vez mais conscientes da import\u00e2ncia do uso e an\u00e1lise dos dados, em especial as pequenas e m\u00e9dias empresas (PME), se pretenderem aproveitar as oportunidades da reabertura e recupera\u00e7\u00e3o econ\u00f3mica.<\/p>\n<p>N\u00e3o \u00e9 surpreendente que as empresas impulsionadas por dados obtenham receitas 70% maiores e 22% mais lucro do que aquelas que n\u00e3o baseiam a sua tomada de decis\u00f5es no uso de dados.<\/p>\n<p>\u00c9 uma necessidade espec\u00edfica que os diretores da PME tenham, em tempo real, dados imediatos e exatos sobre os principais indicadores de desempenho, para melhorar a sua tomada de decis\u00f5es e inclusive antecip\u00e1-las.<\/p>\n<\/div>\n<div class=\"seccao\">\n<h2>Vantagem competitiva: a oportunidade de ouro p\u00f3s-Covid<\/h2>\n<p>As ferramentas de Business Intelligence e Analytics s\u00e3o hoje, mais do que nunca, uma necessidade e quem as possui desfruta de vantagens competitivas significativas. Vantagens essas, que v\u00eam solucionar problemas causados pela falta de informa\u00e7\u00e3o fidedigna e atualizada.<\/p>\n<p>Que tipo de conclus\u00f5es se podem retirar da an\u00e1lise de dados que ajudem a impulsionar o neg\u00f3cio?<\/p>\n<p>Comecemos por explicar que este tipo de conclus\u00f5es ajuda em grande parte \u00e0 redu\u00e7\u00e3o de custos; ter proje\u00e7\u00f5es financeiras; poder criar um planeamento de vendas, otimizar os n\u00edveis de produ\u00e7\u00e3o para que sejam mais eficientes, gerir os invent\u00e1rios, entre outras a\u00e7\u00f5es que representam ganhos, e que de modo geral aumentam os n\u00edveis de produtividade, controlo e diminuem as perdas de tempo; e em consequ\u00eancia tornam as empresas mais rent\u00e1veis.<\/p>\n<p>Em termos mais espec\u00edficos, as vantagens empresariais s\u00e3o in\u00fameras e podem ser transversais e aplic\u00e1veis a organiza\u00e7\u00f5es de diferentes setores e dimens\u00f5es. Conhe\u00e7amos algumas das modifica\u00e7\u00f5es estruturais que a BI traz para as empresas:<\/p>\n<\/div>\n<div class=\"seccao\">\n<h3>Permite obter informa\u00e7\u00e3o precisa<\/h3>\n<p>Com a BI, \u00e9 poss\u00edvel tomar decis\u00f5es baseadas em determinado objetivo, n\u00e3o em pressentimentos ou na famosa \u201cintui\u00e7\u00e3o\u201d. A informa\u00e7\u00e3o adequada e bem estruturada permite tomar decis\u00f5es baseadas no conhecimento produzido pela pr\u00f3pria empresa.<\/p>\n<\/div>\n<div class=\"seccao\">\n<h3>Ajuda a conhecer o neg\u00f3cio<\/h3>\n<p>Pode ter-se um melhor controlo sobre as \u00e1reas funcionais da empresa. O campo da informa\u00e7\u00e3o a obter e a analisar \u00e9 muito vasto. O facto de t\u00ea-lo centralizado para o analisar e tomar decis\u00f5es constitui um grande benef\u00edcio em termos de custos e tempo. Aumentar a efici\u00eancia nos processos dentro da empresa.<\/p>\n<\/div>\n<div class=\"seccao\">\n<h3>Facilita o acesso e partilha de informa\u00e7\u00e3o<\/h3>\n<p>Permite encontrar e analisar os h\u00e1bitos de compra dos consumidores. Esta informa\u00e7\u00e3o \u00e9 muito \u00fatil ao ponto de se traduzir em rentabilidade para a empresa. Al\u00e9m disso, \u00e9 poss\u00edvel tornar as campanhas de fideliza\u00e7\u00e3o mais eficientes, facilitar a venda cruzada, a realiza\u00e7\u00e3o de promo\u00e7\u00f5es e outras estrat\u00e9gias.<\/p>\n<\/div>\n<div class=\"seccao\">\n<h3>Permite a an\u00e1lise em tempo real com uma r\u00e1pida navega\u00e7\u00e3o<\/h3>\n<p>An\u00e1lise detalhada do mercado e dos clientes que ajuda a aumentar a efici\u00eancia, trabalhando a informa\u00e7\u00e3o numa plataforma centralizada, que permite poupar tempo e fazer com que a tomada de decis\u00f5es seja mais eficiente.<\/p>\n<\/div>\n<div class=\"seccao\">\n<h3>Ajuda a identificar res\u00edduos no sistema<\/h3>\n<p>Estas ferramentas de intelig\u00eancia ajudam a detetar recursos e aspetos desnecess\u00e1rios que n\u00e3o agregam nenhum valor \u00e0s empresas. Assinalam qualquer \u00e1rea de desperd\u00edcio que passe despercebida ou n\u00e3o identificada.<\/p>\n<\/div>\n<div class=\"seccao\">\n<p>Ent\u00e3o, as PME podem encontrar na Business Intelligence solu\u00e7\u00f5es adaptadas ao seu neg\u00f3cio e \u00e0s necessidades pr\u00f3prias do mesmo, sem precisarem de recorrer a agentes externos para consegui-lo.<\/p>\n<p>O <a href=\"https:\/\/phcsoftware.com\/pt\/phc-cs\">PHC CS \u00e9 uma solu\u00e7\u00e3o 100% personaliz\u00e1vel<\/a> que colabora na evolu\u00e7\u00e3o digital empresarial, com ferramentas digitais baseadas na an\u00e1lise de dados e na automa\u00e7\u00e3o de procedimentos para impulsionar cada vetor de neg\u00f3cio e alcan\u00e7ar novas margens de venda, enquanto se reduzem os custos e se exploram novos canais de comercializa\u00e7\u00e3o.<\/p>\n<\/div>\n[\/vc_column_text][\/vc_column][vc_column column_padding=&#8221;no-extra-padding&#8221; column_padding_tablet=&#8221;inherit&#8221; 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