{"id":5063,"date":"2024-03-22T17:11:35","date_gmt":"2024-03-22T16:11:35","guid":{"rendered":"https:\/\/liminal.pt\/martech-magazine\/?p=5063"},"modified":"2024-03-22T18:17:48","modified_gmt":"2024-03-22T17:17:48","slug":"inovacao-no-marketing-pela-transformacao-digital","status":"publish","type":"post","link":"https:\/\/liminal.pt\/martech-magazine\/inovacao-no-marketing-pela-transformacao-digital\/","title":{"rendered":"Inova\u00e7\u00e3o no Marketing pela Transforma\u00e7\u00e3o Digital"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">Desde o surgimento da internet nos anos 90, j\u00e1 atravess\u00e1mos tr\u00eas grandes ondas de digitaliza\u00e7\u00e3o. A mais recente onda de evolu\u00e7\u00e3o das tecnologias digitais coloca a internet no centro de todas as coisas (sejam f\u00edsicas ou exclusivamente digitais) e n\u00e3o apenas como meio de comunica\u00e7\u00e3o entre computadores ou dispositivos m\u00f3veis. Este \u00e9 o tempo dos sistemas ciber-f\u00edsicos.&nbsp;&nbsp;<\/p>\n\n\n\n<p class=\"has-text-align-center has-medium-font-size wp-block-paragraph\"><a href=\"https:\/\/liminal.pt\/10-mandamentos-transformacao-digital\/\" target=\"_blank\" rel=\"noreferrer noopener\">eBook: \u201c10 Mandamentos da Transforma\u00e7\u00e3o Digital\u201d<\/a><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Simultaneamente, a quantidade, velocidade e variedade dos dados que s\u00e3o gerados, nunca foi t\u00e3o grande. Nesta era do consumidor, h\u00e1 um manancial de dados financeiros, de vendas, de produtos, dados de comportamentos, dados das redes sociais, dados de sensores, etc., dados que aparecem de forma massiva a cada hora que passa.<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full is-resized\"><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" width=\"782\" height=\"821\" src=\"https:\/\/i0.wp.com\/liminal.pt\/martech-magazine\/wp-content\/uploads\/2024\/03\/Imagem2-1.jpg?resize=782%2C821&#038;ssl=1\" alt=\"Liminal, Transforma\u00e7\u00e3o Digital, Inova\u00e7\u00e3o no Marketing\" class=\"wp-image-5065\" style=\"width:585px;height:auto\" srcset=\"https:\/\/i0.wp.com\/liminal.pt\/martech-magazine\/wp-content\/uploads\/2024\/03\/Imagem2-1.jpg?w=782&amp;ssl=1 782w, https:\/\/i0.wp.com\/liminal.pt\/martech-magazine\/wp-content\/uploads\/2024\/03\/Imagem2-1.jpg?resize=286%2C300&amp;ssl=1 286w, https:\/\/i0.wp.com\/liminal.pt\/martech-magazine\/wp-content\/uploads\/2024\/03\/Imagem2-1.jpg?resize=768%2C806&amp;ssl=1 768w, https:\/\/i0.wp.com\/liminal.pt\/martech-magazine\/wp-content\/uploads\/2024\/03\/Imagem2-1.jpg?resize=57%2C60&amp;ssl=1 57w\" sizes=\"auto, (max-width: 782px) 100vw, 782px\" \/><\/figure>\n<\/div>\n\n\n<p class=\"wp-block-paragraph\">De um modo geral, estas s\u00e3o as grandes dimens\u00f5es que caracterizam a transforma\u00e7\u00e3o digital. Nesta unidade de ensino vamos descobrir 3 n\u00edveis de transforma\u00e7\u00e3o digital e como \u00e9 que devemos guiar os esfor\u00e7os de inova\u00e7\u00e3o tecnol\u00f3gica.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Quais os passos a dar para incentivar a Inova\u00e7\u00e3o no Marketing<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">1. Desmaterizaliza\u00e7\u00e3o e Digitaliza\u00e7\u00e3o de Dados<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Este \u00e9 primeiro passo de um caminho de inova\u00e7\u00e3o pela transforma\u00e7\u00e3o digital. Trata-se de conseguir detetar ativos anal\u00f3gicos, tais como documentos, dados, imagens e outros elementos de informa\u00e7\u00e3o assentes em suportes f\u00edsicos e convert\u00ea-los em equivalentes digitalizados.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">A digitaliza\u00e7\u00e3o de documentos \u00e9 o exemplo mais frequente disto, mas n\u00e3o se trata apenas de fazer um simples scan \u00e0 documenta\u00e7\u00e3o. Trata-se de descobrir tudo o que s\u00e3o \u201cdados obscuros&#8221; e que podem contribuir para a estrat\u00e9gia. Pelo que, independentemente do formato (papel, v\u00eddeos ou mesmo certos ficheiros digitais) h\u00e1 que conseguir extrair, transformar, armazenar e tornar acess\u00edveis todos os dados que permitam atingir um qualquer objetivo de neg\u00f3cio.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Os sistemas de vis\u00e3o computacional ativados por IA ou o reconhecimento de caracteres \u00f3ticos (OCR) para fazer a extra\u00e7\u00e3o autom\u00e1tica de informa\u00e7\u00f5es em papel, podem ser para muitas empresas o princ\u00edpio de uma grande transforma\u00e7\u00e3o na produtividade dos colaboradores e cria\u00e7\u00e3o de valor a partir da an\u00e1lise de dados que antes eram \u201cobscuros\u201d.<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" width=\"567\" height=\"319\" src=\"https:\/\/i0.wp.com\/liminal.pt\/martech-magazine\/wp-content\/uploads\/2024\/03\/Imagem3.jpg?resize=567%2C319&#038;ssl=1\" alt=\"Liminal, Transforma\u00e7\u00e3o Digital, Inova\u00e7\u00e3o no Marketing\" class=\"wp-image-5066\" srcset=\"https:\/\/i0.wp.com\/liminal.pt\/martech-magazine\/wp-content\/uploads\/2024\/03\/Imagem3.jpg?w=567&amp;ssl=1 567w, https:\/\/i0.wp.com\/liminal.pt\/martech-magazine\/wp-content\/uploads\/2024\/03\/Imagem3.jpg?resize=300%2C169&amp;ssl=1 300w, https:\/\/i0.wp.com\/liminal.pt\/martech-magazine\/wp-content\/uploads\/2024\/03\/Imagem3.jpg?resize=107%2C60&amp;ssl=1 107w\" sizes=\"auto, (max-width: 567px) 100vw, 567px\" \/><\/figure>\n<\/div>\n\n\n<h3 class=\"wp-block-heading\">2. Digitaliza\u00e7\u00e3o de Processos<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Depois de garantir a digitaliza\u00e7\u00e3o de informa\u00e7\u00f5es, o passo seguinte a dar \u00e9 o da digitaliza\u00e7\u00e3o de processos. Este \u00e9 um marco determinante para as organiza\u00e7\u00f5es e constitui a evolu\u00e7\u00e3o para a automa\u00e7\u00e3o de processos inteiro. Deve come\u00e7ar-se pela identifica\u00e7\u00e3o de todos os processos dependentes de a\u00e7\u00f5es humanas que sejam repetitivas e padronizadas, para depois implementar sistemas de automa\u00e7\u00e3o baseados em condi\u00e7\u00f5es l\u00f3gicas programadas \u00e0 partida, como \u00e9 o caso do que se consegue obter com os softwares de <a href=\"https:\/\/liminal.pt\/produtos\/crm.html\" target=\"_blank\" rel=\"noreferrer noopener\">CRM (customer relationship management)<\/a>, que permitem programar regras de neg\u00f3cio para os mais variados casos de uso, como por exemplo a aprova\u00e7\u00e3o de descontos comerciais.<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large\"><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" width=\"840\" height=\"437\" src=\"https:\/\/i0.wp.com\/liminal.pt\/martech-magazine\/wp-content\/uploads\/2024\/03\/blueprint-design-sales-process.gif?resize=840%2C437&#038;ssl=1\" alt=\"Liminal, Transforma\u00e7\u00e3o Digital, Inova\u00e7\u00e3o no Marketing\" class=\"wp-image-5068\" srcset=\"https:\/\/i0.wp.com\/liminal.pt\/martech-magazine\/wp-content\/uploads\/2024\/03\/blueprint-design-sales-process.gif?resize=1023%2C532&amp;ssl=1 1023w, https:\/\/i0.wp.com\/liminal.pt\/martech-magazine\/wp-content\/uploads\/2024\/03\/blueprint-design-sales-process.gif?resize=300%2C156&amp;ssl=1 300w, https:\/\/i0.wp.com\/liminal.pt\/martech-magazine\/wp-content\/uploads\/2024\/03\/blueprint-design-sales-process.gif?resize=767%2C399&amp;ssl=1 767w, https:\/\/i0.wp.com\/liminal.pt\/martech-magazine\/wp-content\/uploads\/2024\/03\/blueprint-design-sales-process.gif?resize=1536%2C799&amp;ssl=1 1536w, https:\/\/i0.wp.com\/liminal.pt\/martech-magazine\/wp-content\/uploads\/2024\/03\/blueprint-design-sales-process.gif?resize=115%2C60&amp;ssl=1 115w, https:\/\/i0.wp.com\/liminal.pt\/martech-magazine\/wp-content\/uploads\/2024\/03\/blueprint-design-sales-process.gif?w=1680&amp;ssl=1 1680w\" sizes=\"auto, (max-width: 840px) 100vw, 840px\" \/><\/figure>\n<\/div>\n\n\n<p class=\"wp-block-paragraph\">Os RPA (Robotic Process Automation) podem ser ainda mais determinantes na otimiza\u00e7\u00e3o de processos de backoffice administrativo, tais como processar faturas, pagamentos a fornecedores ou sal\u00e1rios. Aplicados ao setor da sa\u00fade os RPA podem, por exemplo, gerir todo o trabalho de extra\u00e7\u00e3o de documenta\u00e7\u00e3o e dados cl\u00ednicos, enviando-os de seguida para as pessoas e sistemas que deles precisam para continuar o processo terap\u00eautico.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Os softwares de automa\u00e7\u00e3o de marketing s\u00e3o outra solu\u00e7\u00e3o determinante nesta fase, j\u00e1 que permitem criar workflows de contacto personalizado com os clientes. Estes percursos autom\u00e1ticos s\u00e3o despoletados por triggers tais como uma subscri\u00e7\u00e3o de formul\u00e1rio, a data da \u00faltima compra, o tipo de p\u00e1ginas web visitadas, a resposta a uma determinada campanha ou evento. Depois de ativado, o workflow vai entregar a cada contacto o conte\u00fado mais adequado atrav\u00e9s de diversos canais como o email, push notifications, pop-ups, mensagens sms, an\u00fancios pagos em google ou Facebook, at\u00e9 que seja atingido um determinado objetivo, por exemplo, a subscri\u00e7\u00e3o de uma APP m\u00f3vel ou repeti\u00e7\u00e3o de uma compra.<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" width=\"567\" height=\"319\" src=\"https:\/\/i0.wp.com\/liminal.pt\/martech-magazine\/wp-content\/uploads\/2024\/03\/Imagem5-1.png?resize=567%2C319&#038;ssl=1\" alt=\"Inova\u00e7\u00e3o no Marketing\" class=\"wp-image-5069\" srcset=\"https:\/\/i0.wp.com\/liminal.pt\/martech-magazine\/wp-content\/uploads\/2024\/03\/Imagem5-1.png?w=567&amp;ssl=1 567w, https:\/\/i0.wp.com\/liminal.pt\/martech-magazine\/wp-content\/uploads\/2024\/03\/Imagem5-1.png?resize=300%2C169&amp;ssl=1 300w, https:\/\/i0.wp.com\/liminal.pt\/martech-magazine\/wp-content\/uploads\/2024\/03\/Imagem5-1.png?resize=107%2C60&amp;ssl=1 107w\" sizes=\"auto, (max-width: 567px) 100vw, 567px\" \/><\/figure>\n<\/div>\n\n\n<p class=\"wp-block-paragraph\">Num n\u00edvel superior de automa\u00e7\u00e3o \u00e9 importante identificar tamb\u00e9m aqueles processos que exijam perce\u00e7\u00e3o, racioc\u00ednio e dete\u00e7\u00e3o e tempo real. Nestas circunst\u00e2ncias o recurso a sistemas baseados em intelig\u00eancia artificial \u00e9 cr\u00edtico.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Ao automatizar processos, o capital humano pode ser reorientado para prioridades de maior valor, que incluem a capacidade de inovar, desenvolver novas abordagens para resolver desafios empresariais ou at\u00e9 mesmo otimizar ainda mais os processos. A digitaliza\u00e7\u00e3o representa um marco para as organiza\u00e7\u00f5es que percebem os ganhos em termos de tempo, esfor\u00e7o e envolvimento humano que existem na otimiza\u00e7\u00e3o de processos.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">3. Transforma\u00e7\u00e3o Digital<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">A digitaliza\u00e7\u00e3o de dados e de processos \u00e9 o come\u00e7o de todo um longo caminho de transforma\u00e7\u00e3o digital, contudo, a ess\u00eancia deste des\u00edgnio \u00e9 muito mais abrangente do que a mera passagem para o digital ou a implementa\u00e7\u00e3o de novas tecnologias.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Transforma\u00e7\u00e3o \u00e9 a palavra-chave e n\u00e3o digital!<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Trata-se de uma forma de encontrar oportunidades, disromper uma ind\u00fastria, inovar e criar novos modelos de neg\u00f3cio. A transforma\u00e7\u00e3o digital \u00e9 a resposta daquelas empresas que procuram antecipar-se aos concorrentes, evitando serem elas pr\u00f3prias destru\u00eddas por um qualquer novo competidor.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Esta viagem de transforma\u00e7\u00e3o inclui, como vimos, a digitaliza\u00e7\u00e3o de ativos, extra\u00e7\u00e3o de dados e utiliza\u00e7\u00e3o desses mesmos dados para automatizar processos, mas, sobretudo, deve permitir chegar a novas formas de fazer neg\u00f3cios, novas formas de criar, entregar e capturar valor. E isto tem de acontecer num ciclo recorrente de mudan\u00e7a que nunca acaba.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Isto sim \u00e9 a verdadeira transforma\u00e7\u00e3o digital!<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Falando em inova\u00e7\u00e3o com impacto nos modelos de neg\u00f3cios, conv\u00e9m sintetizar alguns dos fen\u00f3menos que t\u00eam emergido neste contexto e que podem inspirar o pr\u00f3ximo passo de evolu\u00e7\u00e3o dos nossos neg\u00f3cios. Em concreto vamos ver 6 modelos que se t\u00eam afirmado com a transforma\u00e7\u00e3o digital.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Quando pensamos na <a href=\"https:\/\/pt.wikipedia.org\/wiki\/Wikip%C3%A9dia:P%C3%A1gina_principal\" target=\"_blank\" rel=\"noreferrer noopener\">Wikip\u00e9dia<\/a>, <a href=\"https:\/\/www.waze.com\/pt-PT\/live-map\/\" target=\"_blank\" rel=\"noreferrer noopener\">Waze<\/a> ou no <a href=\"https:\/\/www.kickstarter.com\/?&amp;\" target=\"_blank\" rel=\"noreferrer noopener\">KickStarter<\/a>, sabemos que t\u00eam em comum o facto de serem neg\u00f3cios que baseiam o seu valor no contributo de cada um dos seus utilizadores para a constru\u00e7\u00e3o coletiva de solu\u00e7\u00f5es, a uma escala global. S\u00e3o neg\u00f3cios baseados na Crowd Economy.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">O poder das multid\u00f5es neste contexto, significa que estes modelos de neg\u00f3cio dependem de um ecossistema din\u00e2mico de pessoas que colaboram entre si atrav\u00e9s de uma plataforma, com o objetivo de alcan\u00e7ar resultados mutuamente ben\u00e9ficos.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Tamb\u00e9m muito dependente de redes peer-to-peer, a Sharing Economy \u00e9 um outro modelo paradigm\u00e1tico que se baseia na otimiza\u00e7\u00e3o de recursos que est\u00e3o aqu\u00e9m da sua utiliza\u00e7\u00e3o m\u00e1xima, algo que acontece frequentemente com ve\u00edculos autom\u00f3veis e habita\u00e7\u00e3o, recursos de s\u00e3o a base de neg\u00f3cios como <a href=\"https:\/\/www.uber.com\/pt\/pt-pt\/\" target=\"_blank\" rel=\"noreferrer noopener\">Uber<\/a> e <a href=\"https:\/\/www.airbnb.pt\/\" target=\"_blank\" rel=\"noreferrer noopener\">Airbnb<\/a>.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">M\u00e1quinas de barbear, carros e motores a jato&#8230; Hoje j\u00e1 quase tudo pode ser adquirido por subscri\u00e7\u00e3o mensal. A Subscription Economy \u00e9 o terceiro modelo que conv\u00e9m estudar.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/www.cult.fit\/\" target=\"_blank\" rel=\"noreferrer noopener\">Cult.fit<\/a> \u00e9 uma empresa, que oferece experi\u00eancias digitais e offline em quase todas as dimens\u00f5es da sa\u00fade, fitness, nutri\u00e7\u00e3o e bem-estar mental.<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" width=\"567\" height=\"279\" src=\"https:\/\/i0.wp.com\/liminal.pt\/martech-magazine\/wp-content\/uploads\/2024\/03\/Imagem6.png?resize=567%2C279&#038;ssl=1\" alt=\"Inova\u00e7\u00e3o no Marketing\" class=\"wp-image-5070\" srcset=\"https:\/\/i0.wp.com\/liminal.pt\/martech-magazine\/wp-content\/uploads\/2024\/03\/Imagem6.png?w=567&amp;ssl=1 567w, https:\/\/i0.wp.com\/liminal.pt\/martech-magazine\/wp-content\/uploads\/2024\/03\/Imagem6.png?resize=300%2C148&amp;ssl=1 300w, https:\/\/i0.wp.com\/liminal.pt\/martech-magazine\/wp-content\/uploads\/2024\/03\/Imagem6.png?resize=122%2C60&amp;ssl=1 122w\" sizes=\"auto, (max-width: 567px) 100vw, 567px\" \/><\/figure>\n<\/div>\n\n\n<p class=\"wp-block-paragraph\">Atrav\u00e9s de uma subscri\u00e7\u00e3o mensal os utilizadores podem usar v\u00e1rios gin\u00e1sios, fazer exames m\u00e9dicos, consultas, entre v\u00e1rios outros servi\u00e7os.<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full is-resized\"><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" width=\"840\" height=\"806\" src=\"https:\/\/i0.wp.com\/liminal.pt\/martech-magazine\/wp-content\/uploads\/2024\/03\/Imagem7-2.png?resize=840%2C806&#038;ssl=1\" alt=\"Liminal, Transforma\u00e7\u00e3o Digital, Inova\u00e7\u00e3o no Marketing\" class=\"wp-image-5071\" style=\"width:546px;height:auto\" srcset=\"https:\/\/i0.wp.com\/liminal.pt\/martech-magazine\/wp-content\/uploads\/2024\/03\/Imagem7-2.png?w=850&amp;ssl=1 850w, https:\/\/i0.wp.com\/liminal.pt\/martech-magazine\/wp-content\/uploads\/2024\/03\/Imagem7-2.png?resize=300%2C288&amp;ssl=1 300w, https:\/\/i0.wp.com\/liminal.pt\/martech-magazine\/wp-content\/uploads\/2024\/03\/Imagem7-2.png?resize=768%2C737&amp;ssl=1 768w, https:\/\/i0.wp.com\/liminal.pt\/martech-magazine\/wp-content\/uploads\/2024\/03\/Imagem7-2.png?resize=63%2C60&amp;ssl=1 63w\" sizes=\"auto, (max-width: 840px) 100vw, 840px\" \/><\/figure>\n<\/div>\n\n\n<p class=\"wp-block-paragraph\">Este exemplo remete-nos para o 4\u00ba modelo e para a import\u00e2ncia da Experience Economy.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>1\/3 dos consumidores est\u00e3o dispostos a pagar mais por uma grande CX (salesforce)<\/li>\n\n\n\n<li>3\/4 dizem que uma grande CX aumenta a sua lealdade \u00e0 marca e<\/li>\n\n\n\n<li>A disposi\u00e7\u00e3o para pagar um pre\u00e7o 16% mais alto em fun\u00e7\u00e3o de uma CX melhor.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">Uma experi\u00eancia memor\u00e1vel com todos os pontos de contacto de uma marca, \u00e9 determinante para o sucesso de qualquer modelo de neg\u00f3cio.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Philip Kotler (et al, 2021, 108-109) deixa claro que existe uma nova competi\u00e7\u00e3o a vencer na batalha pela prefer\u00eancia dos clientes. Uma pequena diferencia\u00e7\u00e3o nas funcionalidades de um produto ou servi\u00e7o pode \u201cimpedir que um cliente mude para a concorr\u00eancia, contudo dificilmente aumentar\u00e1 a sua predisposi\u00e7\u00e3o para o comprar. As empresas t\u00eam que se mover em dire\u00e7\u00e3o ao pr\u00f3ximo passo do progresso do valor econ\u00f3mico: a experi\u00eancia.\u201d<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Explica Kotler que \u201c\u00e0 medida em que os produtos se tornam commodities, os esfor\u00e7os de inova\u00e7\u00e3o t\u00eam que ser colocados em todos os pontos de contacto que rodeiam os produtos. Os novos percursos de intera\u00e7\u00e3o com o produto s\u00e3o agora mais apelativos do que produto em si. A chave para ganhar \u00e0 concorr\u00eancia j\u00e1 n\u00e3o depende do produto, mas da forma como os clientes avaliam, compram, usam e recomendam esse produto. A experi\u00eancia do cliente tornou-se na nova forma efetiva das empresas criarem e entregarem mais valor aos clientes\u201d.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Em comum a todos os modelos de neg\u00f3cio que vimos at\u00e9 agora est\u00e1 a gera\u00e7\u00e3o acelerada e exponencial de dados e informa\u00e7\u00f5es sobre clientes, padr\u00f5es de uso e tend\u00eancias de mercado. A Big data economy \u00e9 o \u00faltimo modelo que vos trago e que nos deve lan\u00e7ar pistas sobre a pr\u00f3xima evolu\u00e7\u00e3o da transforma\u00e7\u00e3o digital dos nossos neg\u00f3cios.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Hoje as empresas que est\u00e3o a crescer e inovar com sucesso t\u00eam nos dados o seu recurso-chave, e nas compet\u00eancias matem\u00e1ticas, estat\u00edsticas e de an\u00e1lise de dados a sua principal for\u00e7a competitiva.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Um modelo de neg\u00f3cio data-driven significa que todas as decis\u00f5es relativas \u00e0 estrat\u00e9gia, desenvolvimento de produto e mercados, bem como as decis\u00f5es operacionais s\u00e3o consubstanciadas em dados muito mais do que em instintos que decorrem das vontades dos gestores.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Mas para al\u00e9m disso, a pr\u00f3pria gera\u00e7\u00e3o de dados e insights sobre um determinado mercado pode por si s\u00f3 ser uma fonte rent\u00e1vel de receita. Tomemos por exemplo empresas como D&amp;B, que comercializam dados sobre informa\u00e7\u00f5es financeiras de quase todas as empresas a operar em Portugal e um pouco por todo o mundo.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Aqui chegados, \u00e9 importante recordar que muita da inova\u00e7\u00e3o que podemos trazer aos nossos neg\u00f3cios depende da capacidade de percorremos um caminho de transforma\u00e7\u00e3o digital que come\u00e7a com a digitaliza\u00e7\u00e3o de ativos e dados (sobretudo os que ainda s\u00e3o anal\u00f3gicos ou obscuros), deve evoluir para a digitaliza\u00e7\u00e3o de processos por via da automa\u00e7\u00e3o e automa\u00e7\u00e3o inteligente, mas no seu estado mais amadurecido, a transforma\u00e7\u00e3o digital requer muito mais do que isto.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Inovar pela transforma\u00e7\u00e3o digital, significa que todos os dias procuramos formas de reinventar modelos de neg\u00f3cios e afirmar uma capacidade de adapta\u00e7\u00e3o que garanta o sucesso do que fazemos num mundo em constante mudan\u00e7a.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Como dizia Edwards Deming, matem\u00e1tico determinante na melhoria dos processos produtivos nos Estados Unidos durante a II Guerra Mundial: \u201cA mudan\u00e7a n\u00e3o \u00e9 uma necessidade. Ningu\u00e9m \u00e9 obrigado a sobreviver!\u201d<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Trace o caminho para o sucesso com especialistas em MarTech&nbsp;<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">O mundo do Marketing e da Tecnologia est\u00e1 em constante evolu\u00e7\u00e3o. \u00c9 cada vez mais importante contar com especialistas que garantam a integra\u00e7\u00e3o das inova\u00e7\u00f5es nas empresas. Al\u00e9m disso, para que a tecnologia contribua para o sucesso do neg\u00f3cio, \u00e9 essencial ter uma estrat\u00e9gia que oriente a implementa\u00e7\u00e3o, ado\u00e7\u00e3o e evolu\u00e7\u00e3o dos sistemas.&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Como especialistas em MarTech, a <a href=\"https:\/\/liminal.pt\/\" target=\"_blank\" rel=\"noreferrer noopener\">Liminal<\/a> oferece uma vis\u00e3o integrada que combina Tecnologia, Marketing e Estrat\u00e9gia. Garantimos a ado\u00e7\u00e3o e a implementa\u00e7\u00e3o bem-sucedida das tecnologias de marketing, seja atrav\u00e9s da escolha imparcial dos sistemas certos para enfrentar os desafios da sua empresa, da adapta\u00e7\u00e3o dos processos e fluxos em sistemas existentes ou do desenvolvimento de uma estrat\u00e9gia de <a href=\"https:\/\/liminal.pt\/produtos\/crm.html\" target=\"_blank\" rel=\"noreferrer noopener\">CRM<\/a> &amp; <a href=\"https:\/\/liminal.pt\/produtos\/automacao-de-marketing.html\" target=\"_blank\" rel=\"noreferrer noopener\">Automa\u00e7\u00e3o<\/a> que contribua para o crescimento do neg\u00f3cio.&nbsp;<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><a href=\"https:\/\/liminal.pt\/diagnostico-martech\/\"><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" width=\"646\" height=\"226\" src=\"https:\/\/i0.wp.com\/liminal.pt\/martech-magazine\/wp-content\/uploads\/2019\/04\/diagnostico-gratuito.png?resize=646%2C226&#038;ssl=1\" alt=\"marketing e vendas, diagn\u00f3stico gratuito, liminal\" class=\"wp-image-1507\" srcset=\"https:\/\/i0.wp.com\/liminal.pt\/martech-magazine\/wp-content\/uploads\/2019\/04\/diagnostico-gratuito.png?w=646&amp;ssl=1 646w, https:\/\/i0.wp.com\/liminal.pt\/martech-magazine\/wp-content\/uploads\/2019\/04\/diagnostico-gratuito.png?resize=300%2C105&amp;ssl=1 300w, https:\/\/i0.wp.com\/liminal.pt\/martech-magazine\/wp-content\/uploads\/2019\/04\/diagnostico-gratuito.png?resize=600%2C210&amp;ssl=1 600w\" sizes=\"auto, (max-width: 646px) 100vw, 646px\" \/><\/a><\/figure>\n<\/div><div class=\"rtng-rating-total\" data-id=\"5063\"><span class=\"rtng-text rtng-title\">Feedback<\/span><div class=\"rtng-star-rating rtng-no-js \" data-rating=\"0\"><div class=\"rtng-star\" data-rating=\"1\">\n\t\t\t\t\t<span class=\"dashicons dashicons-star-empty\"><\/span>\n\t\t\t\t<\/div><div class=\"rtng-star\" data-rating=\"2\">\n\t\t\t\t\t<span class=\"dashicons dashicons-star-empty\"><\/span>\n\t\t\t\t<\/div><div class=\"rtng-star\" data-rating=\"3\">\n\t\t\t\t\t<span class=\"dashicons dashicons-star-empty\"><\/span>\n\t\t\t\t<\/div><div class=\"rtng-star\" data-rating=\"4\">\n\t\t\t\t\t<span class=\"dashicons dashicons-star-empty\"><\/span>\n\t\t\t\t<\/div><div class=\"rtng-star\" data-rating=\"5\">\n\t\t\t\t\t<span class=\"dashicons dashicons-star-empty\"><\/span>\n\t\t\t\t<\/div><\/div><span class=\"rtng-text rtng-total\">No rating yet<\/span><\/div><form action=\"\" method=\"post\" class=\"rtng-form\" data-id=\"5063\"><input type=\"hidden\" name=\"rtng_show_title\" value=\"1\"><span class=\"rtng-text rtng-vote-title\">O meu feedback:<\/span><div class=\"rtng-star-rating rtng-no-js rtng-active\" data-rating=\"\"><label class=\"rtng-star\" data-rating=\"1\">\n\t\t\t\t\t<input type=\"radio\"  name=\"rtng_rating[0]\" value=\"1\" \/>\n\t\t\t\t\t<span class=\"dashicons dashicons-star-empty\"><\/span>\n\t\t\t\t<\/label><label class=\"rtng-star\" data-rating=\"2\">\n\t\t\t\t\t<input type=\"radio\"  name=\"rtng_rating[0]\" value=\"2\" \/>\n\t\t\t\t\t<span class=\"dashicons dashicons-star-empty\"><\/span>\n\t\t\t\t<\/label><label class=\"rtng-star\" data-rating=\"3\">\n\t\t\t\t\t<input type=\"radio\"  name=\"rtng_rating[0]\" value=\"3\" \/>\n\t\t\t\t\t<span class=\"dashicons dashicons-star-empty\"><\/span>\n\t\t\t\t<\/label><label class=\"rtng-star\" data-rating=\"4\">\n\t\t\t\t\t<input type=\"radio\"  name=\"rtng_rating[0]\" value=\"4\" \/>\n\t\t\t\t\t<span class=\"dashicons dashicons-star-empty\"><\/span>\n\t\t\t\t<\/label><label class=\"rtng-star\" data-rating=\"5\">\n\t\t\t\t\t<input type=\"radio\"  name=\"rtng_rating[0]\" value=\"5\" \/>\n\t\t\t\t\t<span class=\"dashicons dashicons-star-empty\"><\/span>\n\t\t\t\t<\/label><\/div><noscript><input type=\"submit\" name=\"rtng_add_button\" class=\"rtng-add-button\" value=\"Rate\" \/><\/noscript>\n\t\t\t\t<input type=\"hidden\" name=\"rtng_object_type\" value=\"post\">\n\t\t\t\t<input type=\"hidden\" name=\"rtng_object_id\" value=\"0\">\n\t\t\t\t<input type=\"hidden\" name=\"rtng_post_id\" value=\"5063\"><input type=\"hidden\" id=\"rtng_nonce_button\" name=\"rtng_nonce_button\" value=\"b5f424d18a\" \/><input type=\"hidden\" name=\"_wp_http_referer\" value=\"\/martech-magazine\/wp-json\/wp\/v2\/posts\/5063\" \/><\/form>","protected":false},"excerpt":{"rendered":"<p>Desde o surgimento da internet nos anos 90, j\u00e1 atravess\u00e1mos tr\u00eas grandes ondas de digitaliza\u00e7\u00e3o. A mais recente onda de evolu\u00e7\u00e3o das tecnologias digitais coloca a internet no centro de &hellip; <\/p>\n","protected":false},"author":12,"featured_media":5072,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_jetpack_newsletter_access":"","_jetpack_dont_email_post_to_subs":false,"_jetpack_newsletter_tier_id":0,"_jetpack_memberships_contains_paywalled_content":false,"_jetpack_feature_clip_id":0,"_jetpack_memberships_contains_paid_content":false,"footnotes":"","jetpack_post_was_ever_published":false},"categories":[34],"tags":[1258,52,14],"class_list":["post-5063","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-transformacao-digital","tag-inovacao","tag-marketing","tag-transformacao-digital"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.5 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Inova\u00e7\u00e3o no Marketing pela Transforma\u00e7\u00e3o Digital | Martech Magazine<\/title>\n<meta name=\"description\" content=\"Saiba qual os passos da Inova\u00e7\u00e3o no Marketing e como a Transforma\u00e7\u00e3o Digital impacta o processo nas empresas.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/liminal.pt\/martech-magazine\/inovacao-no-marketing-pela-transformacao-digital\/\" \/>\n<meta property=\"og:locale\" content=\"pt_PT\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Inova\u00e7\u00e3o no Marketing pela Transforma\u00e7\u00e3o Digital | Martech Magazine\" \/>\n<meta property=\"og:description\" content=\"Saiba qual os passos da Inova\u00e7\u00e3o no Marketing e como a Transforma\u00e7\u00e3o Digital impacta o processo nas empresas.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/liminal.pt\/martech-magazine\/inovacao-no-marketing-pela-transformacao-digital\/\" \/>\n<meta property=\"og:site_name\" content=\"Martech Magazine\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/Liminal-270123610141550\/\" \/>\n<meta property=\"article:published_time\" content=\"2024-03-22T16:11:35+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2024-03-22T17:17:48+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/liminal.pt\/martech-magazine\/wp-content\/uploads\/2024\/03\/inovacao-transformacao-digital-marketing.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"1920\" \/>\n\t<meta property=\"og:image:height\" content=\"1281\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"Tiago J. 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