{"id":525,"date":"2025-03-05T20:20:11","date_gmt":"2025-03-06T01:20:11","guid":{"rendered":"https:\/\/businessagility.education\/blog\/?p=525"},"modified":"2025-03-05T21:47:21","modified_gmt":"2025-03-06T02:47:21","slug":"jobs-to-be-done-ai-agility","status":"publish","type":"post","link":"https:\/\/businessagility.education\/blog\/pt\/jobs-to-be-done-ai-agility\/","title":{"rendered":"Jobs-To-Be-Done (JTBD) + Agilidade de IA"},"content":{"rendered":"<p><\/p>\n\n\n\n<h1 class=\"wp-block-heading\"><strong>Introdu\u00e7\u00e3o<\/strong><\/h1>\n\n\n\n<p>Atualmente, as empresas coletam mais dados de clientes do que nunca, mas <strong>a maioria das inova\u00e7\u00f5es fracassa<\/strong>. De acordo com a McKinsey (2023), <strong>94% de executivos<\/strong> relatam insatisfa\u00e7\u00e3o com o desempenho de inova\u00e7\u00e3o de suas empresas, e a Harvard Business Review (2019) observa que <strong>85% dos novos produtos de consumo falham em dois anos<\/strong>.<\/p>\n\n\n\n<p>O principal motivo? <strong>As empresas se concentram muito em quem s\u00e3o seus clientes e n\u00e3o em por que eles compram.<\/strong> O marketing tradicional enfatiza <strong>dados demogr\u00e1ficos, psicogr\u00e1ficos e percep\u00e7\u00f5es do cliente baseadas em pesquisas<\/strong>mas eles n\u00e3o conseguem captar as motiva\u00e7\u00f5es mais profundas por tr\u00e1s do comportamento do consumidor.<\/p>\n\n\n\n<p>O <strong>Estrutura de trabalhos a serem feitos (JTBD)<\/strong>, iniciado por <strong>Clayton Christensen<\/strong>, oferece um <strong>causal<\/strong> compreens\u00e3o do comportamento do cliente, ajudando as empresas a criar <strong>melhores produtos, servi\u00e7os e estrat\u00e9gias de marketing<\/strong> concentrando-se nos motivos reais pelos quais as pessoas tomam decis\u00f5es de compra.<\/p>\n\n\n\n<p>Neste artigo, exploraremos:<br>\u2705 <strong>As origens do JTBD<\/strong> e como ela surgiu do estudo de inova\u00e7\u00f5es fracassadas.<br>\u2705 <strong>Como os clientes \"contratam\" e \"demitem\" produtos<\/strong> com base em suas necessidades.<br>\u2705 <strong>Princ\u00edpios-chave do JTBD e seu impacto na estrat\u00e9gia de neg\u00f3cios.<\/strong><br>\u2705 <strong>Estudos de caso do mundo real<\/strong> apresentando inova\u00e7\u00f5es bem-sucedidas impulsionadas pelo JTBD.<br>\u2705 <strong>Como as empresas podem implementar o JTBD para obter vantagem competitiva.<\/strong><\/p>\n\n\n\n<p><\/p>\n\n\n\n<figure class=\"wp-block-embed is-type-video is-provider-youtube wp-block-embed-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<iframe loading=\"lazy\" title=\"What you Need to Know about Jobs-To-Be-Done (JTBD) + AI and Business Agility\" width=\"580\" height=\"326\" src=\"https:\/\/www.youtube.com\/embed\/-917Pk1H61Q?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe>\n<\/div><\/figure>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>As origens do Jobs-to-Be-Done (JTBD)<\/strong><\/h2>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Por que a inova\u00e7\u00e3o tradicional fracassa<\/strong><\/h3>\n\n\n\n<p>Durante d\u00e9cadas, as empresas dependeram de <strong>personas de clientes, grupos de foco e pesquisas<\/strong> para orientar o desenvolvimento de produtos e o marketing. No entanto, apesar desses esfor\u00e7os, muitas empresas n\u00e3o conseguem prever as necessidades reais dos consumidores.<\/p>\n\n\n\n<p>\ud83d\udca1 <strong>Principais exemplos de inova\u00e7\u00e3o fracassada:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Segway (2001)<\/strong> - Comercializado como um meio de transporte futurista, mas n\u00e3o conseguiu identificar um \"trabalho\" pr\u00e1tico que precisasse ser resolvido.<\/li>\n\n\n\n<li><strong>Nova Coca-Cola (1985)<\/strong> - Presumiu-se que o sabor era o principal motivador da compra de refrigerantes, ignorando fatores emocionais e de fidelidade \u00e0 marca.<\/li>\n\n\n\n<li><strong>Google Glass (2014)<\/strong> - Focado em avan\u00e7os tecnol\u00f3gicos em vez de resolver um problema real do cliente.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Clayton Christensen e inova\u00e7\u00e3o disruptiva<\/strong><\/h3>\n\n\n\n<p>O <strong>Estrutura do JTBD<\/strong> tem origem no trabalho de <strong>Clayton Christensen<\/strong>professor da Harvard Business School e autor de <em>O dilema do inovador<\/em> (1997). A vis\u00e3o de Christensen <strong>teoria da inova\u00e7\u00e3o disruptiva<\/strong> explica como os l\u00edderes de mercado geralmente fracassam ao se concentrarem em <strong>melhorias incrementais<\/strong> em vez de resolver problemas reais dos clientes.<\/p>\n\n\n\n<p>Christensen e sua equipe de pesquisa descobriram que <strong>os clientes n\u00e3o compram produtos por seus recursos - eles os \"contratam\" para realizar tarefas espec\u00edficas<\/strong>. Essa constata\u00e7\u00e3o levou \u00e0 <strong>Trabalhos a serem feitos<\/strong> abordagem, uma metodologia que se concentra em <strong>por que os clientes trocam de produtos, e n\u00e3o por quem eles s\u00e3o<\/strong>.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Como os clientes \"contratam\" e \"demitem\" produtos<\/strong><\/h2>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>O princ\u00edpio fundamental do JTBD<\/strong><\/h3>\n\n\n\n<p>\ud83d\udd39 <strong>Os clientes n\u00e3o compram produtos; eles os contratam para progredir em uma determinada circunst\u00e2ncia.<\/strong><br>\ud83d\udd39 <strong>Se o produto fizer bem o trabalho, eles o \"contratam\" novamente. Caso contr\u00e1rio, eles o \"demitem\" e procuram uma alternativa.<\/strong><\/p>\n\n\n\n<p>\ud83d\udca1 <strong>Exemplo: Estudo de caso do milkshake do McDonald's<\/strong><br>A equipe de Clayton Christensen realizou um famoso <strong>Estudo JTBD<\/strong> com <strong>McDonald's<\/strong> para entender por que as pessoas compravam milkshakes.<\/p>\n\n\n\n<p>\ud83d\udccc <strong>Abordagem tradicional:<\/strong><br>O McDonald's inicialmente se concentrou em <strong>dados demogr\u00e1ficos dos clientes e prefer\u00eancias de sabor<\/strong>. Eles conduziram grupos de discuss\u00e3o para ajustar o sabor e a consist\u00eancia de seus milkshakes, mas <strong>as vendas permaneceram est\u00e1veis<\/strong>.<\/p>\n\n\n\n<p>\ud83d\udccc <strong>Abordagem JTBD:<\/strong><br>Os pesquisadores descobriram que <strong>a maior parte das vendas de milkshakes acontecia no in\u00edcio da manh\u00e3<\/strong>. Os clientes n\u00e3o estavam comprando apenas como uma bebida - eles estavam <strong>contratar milkshakes como um caf\u00e9 da manh\u00e3 conveniente, sem bagun\u00e7a e de longa dura\u00e7\u00e3o para longos trajetos<\/strong>.<\/p>\n\n\n\n<p>\ud83d\udccc <strong>Resultado:<\/strong><br>McDonald's <strong>Milkshakes reprojetados para serem mais espessos e mais recheados<\/strong>, fazendo com que durem mais no trajeto matinal.<strong>As vendas aumentaram significativamente sem alterar os sabores ou a marca<\/strong>.<\/p>\n\n\n\n<p><strong>Principais conclus\u00f5es:<\/strong> Os clientes n\u00e3o compram produtos com base apenas em seus recursos. <strong>Eles escolhem produtos que os ajudam a atingir um objetivo espec\u00edfico em suas vidas di\u00e1rias.<\/strong><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>As tr\u00eas dimens\u00f5es do trabalho com clientes<\/strong><\/h2>\n\n\n\n<p>Para entender completamente <strong>por que os clientes contratam produtos<\/strong>As empresas devem considerar <strong>tr\u00eas tipos de trabalhos a serem feitos:<\/strong><\/p>\n\n\n\n<p>1\ufe0f\u20e3 <strong>Empregos funcionais<\/strong> - O motivo pr\u00e1tico por tr\u00e1s de uma compra.<br>\u2705 <strong>Exemplo:<\/strong> Um cliente compra <strong>uma jaqueta imperme\u00e1vel<\/strong> para ficar seco na chuva.<\/p>\n\n\n\n<p>2\ufe0f\u20e3 <strong>Empregos emocionais<\/strong> - O sentimento associado ao produto.<br>\u2705 <strong>Exemplo:<\/strong> Algu\u00e9m compra <strong>uma capa de chuva premium<\/strong> para se sentir confiante e com estilo.<\/p>\n\n\n\n<p>3\ufe0f\u20e3 <strong>Empregos sociais<\/strong> - Como a compra afeta a percep\u00e7\u00e3o social.<br>\u2705 <strong>Exemplo:<\/strong> Um cliente escolhe <strong>uma capa de chuva ecol\u00f3gica<\/strong> para parecer ambientalmente consciente.<\/p>\n\n\n\n<p>\ud83d\udca1 <strong>Exemplo: Estrat\u00e9gia JTBD da Tesla<\/strong><br>A Tesla n\u00e3o vende apenas carros el\u00e9tricos; ela <strong>vende uma vis\u00e3o de inova\u00e7\u00e3o tecnol\u00f3gica e sustentabilidade<\/strong>.<br>\u2714\ufe0f <strong>Cargo funcional:<\/strong> Um carro de alto desempenho e com baixo consumo de combust\u00edvel.<br>\u2714\ufe0f <strong>Trabalho emocional:<\/strong> A sensa\u00e7\u00e3o de ser pioneiro em sustentabilidade.<br>\u2714\ufe0f <strong>Trabalho social:<\/strong> Status e prest\u00edgio por dirigir um ve\u00edculo avan\u00e7ado.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Aplica\u00e7\u00e3o do JTBD \u00e0 estrat\u00e9gia de neg\u00f3cios<\/strong><\/h2>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Marketing tradicional vs. JTBD<\/strong><\/h3>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th><strong>Marketing tradicional<\/strong><\/th><th><strong>Abordagem de trabalho a ser feito<\/strong><\/th><\/tr><\/thead><tbody><tr><td>Foco em <strong>dados demogr\u00e1ficos dos clientes<\/strong><\/td><td>Foco em <strong>inten\u00e7\u00e3o e necessidades do cliente<\/strong><\/td><\/tr><tr><td>Usos <strong>grupos de foco e pesquisas<\/strong><\/td><td>Usos <strong>entrevistas aprofundadas e pesquisa observacional<\/strong><\/td><\/tr><tr><td>Compara os recursos do produto<\/td><td>Identifica <strong>pontos problem\u00e1ticos do cliente<\/strong><\/td><\/tr><tr><td>Concorre com <strong>rivais diretos no mercado<\/strong><\/td><td>Considera <strong>todas as solu\u00e7\u00f5es concorrentes<\/strong> para o mesmo trabalho<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p>\ud83d\udca1 <strong>Exemplo: Netflix vs. Blockbuster<\/strong><\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th><strong>Blockbuster (abordagem tradicional)<\/strong><\/th><th><strong>Netflix (abordagem JTBD)<\/strong><\/th><\/tr><\/thead><tbody><tr><td>Focado em <strong>Aluguel de DVDs e taxas de atraso<\/strong><\/td><td>Focado em <strong>remo\u00e7\u00e3o de inconvenientes de aluguel<\/strong><\/td><\/tr><tr><td>Clientes presumidos <strong>variedade desejada<\/strong><\/td><td>Clientes compreendidos <strong>acesso instant\u00e2neo desejado<\/strong><\/td><\/tr><tr><td>Competiu com <strong>locadoras de v\u00eddeo<\/strong><\/td><td>Competiu com <strong>TV a cabo, DVDs e at\u00e9 mesmo videogames<\/strong><\/td><\/tr><tr><td>Ignorou o <strong>trabalho de conveni\u00eancia<\/strong><\/td><td>Entretenimento feito <strong>sob demanda e sem atrito<\/strong><\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p><strong>Resultado:<\/strong> A Blockbuster entrou com pedido de fal\u00eancia em 2010, enquanto a Netflix se tornou uma <strong>Empresa $250B<\/strong> concentrando-se na <strong>trabalho a ser feito pelo cliente<\/strong>.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Intersec\u00e7\u00e3o de JTBD, IA e agilidade nos neg\u00f3cios<\/strong><\/h2>\n\n\n\n<p>Atualmente, as empresas est\u00e3o passando por mudan\u00e7as r\u00e1pidas devido a <strong>transforma\u00e7\u00e3o digital, intelig\u00eancia artificial (IA) e evolu\u00e7\u00e3o das expectativas dos consumidores<\/strong>. No entanto, apesar desses avan\u00e7os, <strong>muitas empresas ainda t\u00eam dificuldades com a inova\u00e7\u00e3o e o envolvimento do cliente<\/strong>.<\/p>\n\n\n\n<p>O <strong>Estrutura de trabalhos a serem feitos (JTBD)<\/strong>originalmente criado por <strong>Clayton Christensen<\/strong>fornece um <strong>causal<\/strong> compreens\u00e3o do motivo pelo qual os clientes tomam decis\u00f5es de compra. Isso ajuda as empresas a <strong>projetar solu\u00e7\u00f5es orientadas por IA e modelos de neg\u00f3cios \u00e1geis<\/strong> que <strong>alinhar-se \u00e0s necessidades reais dos clientes<\/strong> em vez de confiar em t\u00e9cnicas ultrapassadas de segmenta\u00e7\u00e3o de mercado.<\/p>\n\n\n\n<p>Com o surgimento do <strong>Tomada de decis\u00e3o orientada por IA<\/strong> e <strong>agilidade nos neg\u00f3cios<\/strong>as empresas devem integrar <strong>Pensamento JTBD<\/strong> em suas estrat\u00e9gias para se manterem competitivas. Neste artigo, exploraremos:<\/p>\n\n\n\n<p>\u2705 <strong>Como a IA aprimora a an\u00e1lise de JTBD para obter melhores percep\u00e7\u00f5es do cliente<\/strong><br>\u2705 <strong>Como os princ\u00edpios do JTBD se alinham \u00e0 agilidade nos neg\u00f3cios<\/strong> e modelos de neg\u00f3cios adapt\u00e1veis<br>\u2705 <strong>Estudos de caso do mundo real em que as estrat\u00e9gias de JTBD orientadas por IA levaram ao sucesso<\/strong><br>\u2705 <strong>Como as empresas podem aproveitar os insights de JTBD com tecnologia de IA para obter vantagem competitiva<\/strong><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Por que a maioria das inova\u00e7\u00f5es baseadas em IA fracassa?<\/strong><\/h2>\n\n\n\n<p>Apesar do potencial da IA, <strong>muitas iniciativas de neg\u00f3cios orientadas por IA fracassam<\/strong> porque eles <strong>n\u00e3o t\u00eam um entendimento profundo das necessidades dos clientes<\/strong>.<\/p>\n\n\n\n<p>\ud83d\udd39 <strong>A McKinsey (2023) informa que 94% dos executivos<\/strong> est\u00e3o insatisfeitos com o desempenho de inova\u00e7\u00e3o de suas empresas.<br>\ud83d\udd39 <strong>A Harvard Business Review (2019) afirma que 85% dos produtos orientados por IA falham<\/strong> devido ao desalinhamento com as necessidades reais dos clientes.<br>\ud83d\udd39 <strong>Os modelos de IA geralmente s\u00e3o treinados em dados baseados em correla\u00e7\u00e3o, em vez de insights causais sobre o comportamento do cliente.<\/strong><\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Onde a IA fica aqu\u00e9m do esperado sem o pensamento JTBD<\/strong><\/h3>\n\n\n\n<p>1\ufe0f\u20e3 <strong>A an\u00e1lise preditiva de IA enfatiza demais a correla\u00e7\u00e3o:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>A IA pode identificar padr\u00f5es (por exemplo, \"Pessoas que compram carros de luxo tamb\u00e9m compram caf\u00e9 premium\").<\/li>\n\n\n\n<li>No entanto, <strong>a correla\u00e7\u00e3o n\u00e3o explica por que os clientes compram<\/strong> (por exemplo, \"Os clientes compram carros de luxo por status social, mas compram caf\u00e9 premium por experi\u00eancia sensorial e conveni\u00eancia\").<\/li>\n<\/ul>\n\n\n\n<p>2\ufe0f\u20e3 <strong>Os chatbots de IA e os assistentes virtuais n\u00e3o t\u00eam consci\u00eancia contextual:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Muitos <strong>Os chatbots com IA n\u00e3o conseguem fornecer um suporte significativo ao cliente<\/strong> porque eles <strong>n\u00e3o reconhecem o verdadeiro \"trabalho\" que o cliente precisa que seja feito<\/strong>.<\/li>\n\n\n\n<li>Em vez de <strong>Repeti\u00e7\u00e3o de respostas programadas<\/strong>, sistemas de IA <strong>deve ser treinado para reconhecer as dificuldades e as necessidades emocionais do cliente<\/strong>.<\/li>\n<\/ul>\n\n\n\n<p>3\ufe0f\u20e3 <strong>O marketing baseado em IA perde fun\u00e7\u00f5es emocionais e sociais:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>A segmenta\u00e7\u00e3o de an\u00fancios orientada por IA se concentra em <strong>semelhan\u00e7as demogr\u00e1ficas<\/strong>, mas <strong>n\u00e3o consegue captar as motiva\u00e7\u00f5es mais profundas dos clientes<\/strong>.<\/li>\n\n\n\n<li><strong>Exemplo:<\/strong> Recomenda\u00e7\u00e3o de um aplicativo de condicionamento f\u00edsico com base na idade e no g\u00eanero <strong>ignora as raz\u00f5es emocionais e sociais<\/strong> por tr\u00e1s da motiva\u00e7\u00e3o para o condicionamento f\u00edsico (por exemplo, preocupa\u00e7\u00f5es com a sa\u00fade, autoestima, pertencimento \u00e0 comunidade).<\/li>\n<\/ul>\n\n\n\n<p>\ud83d\udccc <strong>Solu\u00e7\u00e3o:<\/strong> A IA deve ser <strong>emparelhado com a an\u00e1lise JTBD<\/strong> para mudar de <strong>previs\u00e3o baseada em correla\u00e7\u00e3o<\/strong> para <strong>insights orientados por causas<\/strong>.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>JTBD orientado por IA: o futuro da estrat\u00e9gia de neg\u00f3cios centrada no cliente<\/strong><\/h2>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Como a IA aprimora os insights do JTBD<\/strong><\/h3>\n\n\n\n<p>\u2705 <strong>An\u00e1lise comportamental com tecnologia de IA<\/strong> \u2192 Ajuda as empresas a analisar <strong>dificuldades dos clientes<\/strong> e descobrir trabalhos ocultos a serem feitos.<br>\u2705 <strong>Processamento de linguagem natural (NLP)<\/strong> \u2192 Extrai profundamente <strong>motiva\u00e7\u00f5es emocionais e sociais<\/strong> por tr\u00e1s das compras dos clientes.<br>\u2705 <strong>Aprendizado de m\u00e1quina para segmenta\u00e7\u00e3o de clientes<\/strong> \u2192 Vai al\u00e9m <strong>dados demogr\u00e1ficos<\/strong> para segmentar clientes <strong>com base em trabalhos e pontos problem\u00e1ticos<\/strong>.<br>\u2705 <strong>IA de conversa\u00e7\u00e3o e an\u00e1lise de sentimentos<\/strong> \u2192 Ajuda as empresas a entender <strong>por que os clientes \"demitem\" produtos<\/strong> e o que causa insatisfa\u00e7\u00e3o.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Exemplo do mundo real: JTBD alimentado por IA em a\u00e7\u00e3o<\/strong><\/h3>\n\n\n\n<p>\ud83d\udccc <strong>Personaliza\u00e7\u00e3o com tecnologia de IA da Netflix (JTBD Success)<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Sistemas de recomenda\u00e7\u00e3o tradicionais <strong>espectadores categorizados por dados demogr\u00e1ficos<\/strong>.<\/li>\n\n\n\n<li>Netflix <strong>mudou para um modelo baseado em JTBD<\/strong>reconhecendo isso:\n<ul class=\"wp-block-list\">\n<li>Alguns clientes \"contratam\" a Netflix para <strong>relaxar depois do trabalho<\/strong>.<\/li>\n\n\n\n<li>Outros \"contratam\" a Netflix para <strong>v\u00ednculo com a fam\u00edlia<\/strong> ou <strong>aprender algo novo<\/strong>.<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>Personaliza\u00e7\u00e3o orientada por IA<\/strong> now tailors recommendations <strong>based on viewing behaviours and inferred customer jobs.<\/strong><\/li>\n<\/ul>\n\n\n\n<p>\ud83d\udccc <strong>Spotify\u2019s AI and JTBD Strategy<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Spotify\u2019s <strong>AI doesn\u2019t just recommend music\u2014it recommends based on customer \u201cjobs.\u201d<\/strong><\/li>\n\n\n\n<li>Recognizing that <strong>music is often hired to manage emotions<\/strong>, Spotify introduced <strong>mood-based playlists and AI-curated daily mixes.<\/strong><\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>AI-Powered JTBD in B2B Contexts<\/strong><\/h3>\n\n\n\n<p>\ud83d\udccc <strong>Salesforce\u2019s AI-Driven Customer Relationship Management (CRM)<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>AI-powered Salesforce Einstein <strong>analyses customer interactions<\/strong> to determine:\n<ul class=\"wp-block-list\">\n<li>Why certain customers are at risk of churn.<\/li>\n\n\n\n<li>What \u201cjob\u201d the customer is trying to accomplish.<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li>Instead of relying on <strong>static customer profiles<\/strong>, Salesforce uses <strong>real-time AI insights<\/strong> to adjust strategies dynamically.<\/li>\n<\/ul>\n\n\n\n<p>\ud83d\udca1 <strong>Key Insight:<\/strong> AI alone <strong>cannot replace human intuition and strategy<\/strong>\u2014but when combined with <strong>Pensamento JTBD<\/strong>, it becomes a <strong>powerful tool for predicting and fulfilling customer needs.<\/strong><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>JTBD + AI Business Agility: Perfect Match in Digital Age<\/strong><\/h2>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Why Business Agility Needs JTBD Thinking<\/strong><\/h3>\n\n\n\n<p>Agile businesses thrive by <strong>adapting to customer needs<\/strong> and iterating quickly. JTBD helps agile teams by:<br>\u2714\ufe0f <strong>Clarifying customer priorities<\/strong> \u2192 Teams focus on what truly matters to customers.<br>\u2714\ufe0f <strong>Avoiding feature creep<\/strong> \u2192 Prevents businesses from adding unnecessary AI features that don\u2019t solve real jobs.<br>\u2714\ufe0f <strong>Supporting rapid prototyping<\/strong> \u2192 Businesses test whether a product <strong>actually fulfils a job<\/strong> before scaling.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Case Study: How Agile Businesses Use JTBD<\/strong><\/h3>\n\n\n\n<p>\ud83d\udccc <strong>Amazon\u2019s AI-Powered JTBD Approach<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Amazon doesn\u2019t just sell products\u2014it <strong>optimizes for different customer jobs<\/strong>.\n<ul class=\"wp-block-list\">\n<li>Prime members <strong>\u201chire\u201d Amazon for ultra-fast, convenient delivery.<\/strong><\/li>\n\n\n\n<li>Kindle users <strong>\u201chire\u201d Amazon for access to instant digital reading.<\/strong><\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>Amazon\u2019s AI identifies changing customer jobs<\/strong> and adapts product offerings dynamically.<\/li>\n<\/ul>\n\n\n\n<p>\ud83d\udccc <strong>Tesla\u2019s AI and JTBD Strategy<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Tesla\u2019s <strong>autonomous driving AI<\/strong> isn\u2019t just about self-driving\u2014it\u2019s about solving the job of <strong>reducing driver fatigue and increasing convenience<\/strong>.<\/li>\n\n\n\n<li>Instead of competing with <strong>traditional car brands<\/strong>, Tesla focuses on <strong>software-based agility<\/strong>, continuously updating features based on evolving customer jobs.<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>How Businesses Can Implement AI-Powered JTBD for Competitive Advantage<\/strong><\/h2>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Step 1: Identify Customer Jobs with AI-Powered Behavioural Data<\/strong><\/h3>\n\n\n\n<p>\ud83d\udccc <strong>Use AI-driven customer journey mapping<\/strong> to analyse how people interact with products and services.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Step 2: Align AI and Business Agility with JTBD Insights<\/strong><\/h3>\n\n\n\n<p>\ud83d\udccc <strong>Design agile business models<\/strong> that adapt to customer job changes dynamically.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Step 3: Integrate AI-Driven Personalization Based on Customer Jobs<\/strong><\/h3>\n\n\n\n<p>\ud83d\udccc <strong>Use AI-powered recommendation engines<\/strong> to match <strong>products\/services<\/strong> to real customer jobs.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Step 4: Leverage Conversational AI &amp; Sentiment Analysis for Customer Feedback<\/strong><\/h3>\n\n\n\n<p>\ud83d\udccc <strong>Monitor AI chatbots and support interactions<\/strong> to detect <strong>dificuldades dos clientes<\/strong> and pivot business strategy accordingly.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Future of JTBD, AI, and Business Agility<\/strong><\/h2>\n\n\n\n<p>\u2705 <strong>AI is a powerful tool, but it must be guided by Jobs-to-Be-Done insights.<\/strong><br>\u2705 <strong>Business agility is essential for adapting to evolving customer needs.<\/strong><br>\u2705 <strong>JTBD thinking transforms AI-driven business models from feature-driven to truly customer-centric.<\/strong><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Citations &amp; References<\/strong><\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li>CB Insights. (2023). <em>The Top Reasons Startups Fail<\/em>.<\/li>\n\n\n\n<li>Christensen, C. M., Hall, T., Dillon, K., &amp; Duncan, D. S. (2016). <em>Competing Against Luck: The Story of Innovation and Customer Choice<\/em>. Harper Business.<\/li>\n\n\n\n<li>McKinsey &amp; Company. (2023). <em>The State of Innovation in Global Business<\/em>.<\/li>\n\n\n\n<li>Harvard Business Review. (2019). <em>Why Most New Products Fail: Lessons from 40,000 Launches<\/em>.<\/li>\n\n\n\n<li>Netflix AI Personalization Case Study, MIT Technology Review (2022).<\/li>\n\n\n\n<li>Tesla AI Strategy Report, Forbes (2023).<\/li>\n\n\n\n<li>The Innovator\u2019s Dilemma. Christensen, C. (1997). Harvard Business School Press.<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">JTBD PDF Explanation<\/h2>\n\n\n\n<div data-wp-interactive=\"core\/file\" class=\"wp-block-file\"><object data-wp-bind--hidden=\"!state.hasPdfPreview\" hidden class=\"wp-block-file__embed\" data=\"https:\/\/businessagility.education\/blog\/wp-content\/uploads\/2025\/03\/Understanding-Jobs-to-Be-Done.pdf\" type=\"application\/pdf\" style=\"width:100%;height:600px\" aria-label=\"Incorporado de Understanding-Jobs-to-Be-Done.\"><\/object><a id=\"wp-block-file--media-da996225-4dd9-4340-baee-cbdcdd2480f3\" href=\"https:\/\/businessagility.education\/blog\/wp-content\/uploads\/2025\/03\/Understanding-Jobs-to-Be-Done.pdf\">Understanding-Jobs-to-Be-Done<\/a><a href=\"https:\/\/businessagility.education\/blog\/wp-content\/uploads\/2025\/03\/Understanding-Jobs-to-Be-Done.pdf\" class=\"wp-block-file__button wp-element-button\" download aria-describedby=\"wp-block-file--media-da996225-4dd9-4340-baee-cbdcdd2480f3\">Baixar<\/a><\/div>\n\n\n\n<p><\/p>\n\n\n\n<p><\/p>\n\n\n\n<p>Foto de\u00a0<a href=\"https:\/\/unsplash.com\/@evangelineshaw?utm_content=creditCopyText&amp;utm_medium=referral&amp;utm_source=unsplash\">Evangeline Shaw<\/a><\/p>","protected":false},"excerpt":{"rendered":"<p>Introdu\u00e7\u00e3o Atualmente, as empresas coletam mais dados de clientes do que nunca, mas a maioria das inova\u00e7\u00f5es fracassa. De acordo com a McKinsey (2023), 94% dos executivos relatam insatisfa\u00e7\u00e3o com o desempenho de inova\u00e7\u00e3o de suas empresas, e a Harvard Business Review (2019) observa que 85% dos novos produtos de consumo fracassam em dois anos. O principal motivo? As empresas se concentram demais em quem s\u00e3o seus clientes [...]<\/p>","protected":false},"author":1,"featured_media":535,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[140],"tags":[143,142,141],"class_list":["post-525","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-jobs-to-be-done-jtbd","tag-jobs-to-be-done","tag-jtbd","tag-jtbd-ai-agility"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v24.9 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Jobs-To-Be-Done (JTBD) + AI Agility - Business Agility+AI<\/title>\n<meta name=\"description\" content=\"Explanation PDF Jobs-to-Be-Done (JTBD) and AI-driven insights enhance business agility, innovation, customer-centric strategies for competitive advantage\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" 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