{"id":566,"date":"2025-08-30T12:46:29","date_gmt":"2025-08-30T16:46:29","guid":{"rendered":"https:\/\/businessagility.education\/blog\/?p=566"},"modified":"2025-08-30T12:48:16","modified_gmt":"2025-08-30T16:48:16","slug":"ai-pilot-roi","status":"publish","type":"post","link":"https:\/\/businessagility.education\/blog\/pt\/ai-pilot-roi\/","title":{"rendered":"ROI do piloto de IA"},"content":{"rendered":"<p><strong>N\u00e3o chame isso de fracasso: Uma leitura de agilidade nos neg\u00f3cios da hist\u00f3ria do \"95% de pilotos de IA\"<\/strong><\/p>\n\n\n\n<p>Se voc\u00ea j\u00e1 trabalhou com RP ou redes sociais, conhece a sensa\u00e7\u00e3o. Passamos anos debatendo o ROI de atividades que claramente eram importantes, mas que n\u00e3o se encaixavam perfeitamente em planilhas de \u00faltimo clique. Agora, temos um recurso \u00fanico em uma gera\u00e7\u00e3o, e alguns est\u00e3o prontos para declarar derrota porque o P&amp;L n\u00e3o se moveu em seis meses. N\u00e3o \u00e9 assim que a transforma\u00e7\u00e3o \u00e9 medida. \u00c9 assim que o intervalo \u00e9 mal interpretado.<\/p>\n\n\n\n<p>Para ser claro: o <strong>Estado da IA nos neg\u00f3cios em 2025<\/strong> O relat\u00f3rio do Projeto NANDA do MIT merece sua aten\u00e7\u00e3o. Ele causou impacto com um n\u00famero impressionante.<strong>95% dos pilotos de GenAI corporativos n\u00e3o proporcionaram um impacto mensur\u00e1vel em P&amp;L<\/strong>. Os autores tamb\u00e9m rotulam este trabalho como um instant\u00e2neo inicial (janeiro-junho de 2025), o que \u00e9 um contexto importante. Dados iniciais, limita\u00e7\u00f5es transparentes e uma conversa que vale a pena ter. De uma perspectiva de agilidade nos neg\u00f3cios, a conversa n\u00e3o \u00e9 \"A IA est\u00e1 falhando?\". A conversa \u00e9: \"Estamos executando o trabalho de forma a criar um fluxo mensur\u00e1vel, aprendizado seguro e valor agregado?\"<\/p>\n\n\n\n<p>Abaixo est\u00e1 o mesmo enredo, recontado com lentes de agilidade nos neg\u00f3cios.<\/p>\n\n\n\n<p><strong>O que uma organiza\u00e7\u00e3o \u00e1gil pergunta primeiro<\/strong><\/p>\n\n\n\n<ol start=\"1\" class=\"wp-block-list\">\n<li><strong>Quem \u00e9 o cliente desse piloto e que problema estamos resolvendo para ele hoje?<\/strong> Defina o usu\u00e1rio, o trabalho a ser feito e a dor que voc\u00ea est\u00e1 tentando eliminar neste trimestre.<\/li>\n\n\n\n<li><strong>Qual \u00e9 a nossa hip\u00f3tese e o que a refutaria?<\/strong> Anote-o. Escolha a menor fatia que possa test\u00e1-la em condi\u00e7\u00f5es semelhantes \u00e0s de produ\u00e7\u00e3o.<\/li>\n\n\n\n<li><strong>Que evid\u00eancias aceitaremos antes que a P&amp;L apare\u00e7a?<\/strong> O fluxo e a qualidade s\u00e3o os indicadores principais. As finan\u00e7as s\u00e3o a prova de atraso.<\/li>\n<\/ol>\n\n\n\n<p>Quando essas tr\u00eas perguntas s\u00e3o expl\u00edcitas, os pilotos deixam de ser demos e come\u00e7am a ser experimentos.<\/p>\n\n\n\n<p><strong>Seis meses n\u00e3o \u00e9 um veredicto, \u00e9 uma cad\u00eancia<\/strong><\/p>\n\n\n\n<p>Seis meses equivalem a um punhado de sprints com espa\u00e7o para dois ou tr\u00eas ciclos de inspe\u00e7\u00e3o e adapta\u00e7\u00e3o. Esse \u00e9 o tempo suficiente para aprender sobre permiss\u00f5es, roteamento, qualidade de dados, lat\u00eancia, transfer\u00eancias, caminhos de exce\u00e7\u00e3o e pessoas no circuito. N\u00e3o \u00e9 tempo suficiente para reconectar v\u00e1rios fluxos de trabalho principais, treinar novamente grandes equipes, refor\u00e7ar as prote\u00e7\u00f5es e levar as melhorias at\u00e9 o P&amp;L auditado. Na agilidade, temos tempo para aprender e, em seguida, decidimos escalar ou parar com base em evid\u00eancias, n\u00e3o em otimismo.<\/p>\n\n\n\n<p><strong>Medir o fluxo primeiro, financiar depois<\/strong><\/p>\n\n\n\n<p>O lucro direto \u00e9 o destino. O fluxo informa se voc\u00ea est\u00e1 se movendo em dire\u00e7\u00e3o a esse destino. Trate-os como <strong>indicadores principais de agilidade<\/strong> que deve se mover nos meses 1 a 6:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Prazo de entrega<\/strong> da solicita\u00e7\u00e3o ao resultado<\/li>\n\n\n\n<li><strong>Taxa de transfer\u00eancia<\/strong> por semana para o fluxo de trabalho de destino<\/li>\n\n\n\n<li><strong>Taxa de retrabalho<\/strong> e <strong>taxa de exce\u00e7\u00e3o<\/strong><\/li>\n\n\n\n<li><strong>Taxa de erro de fuga<\/strong> e <strong>conten\u00e7\u00e3o de defeitos<\/strong><\/li>\n\n\n\n<li><strong>Ado\u00e7\u00e3o<\/strong>Tarefas assistidas por usu\u00e1rio por dia, minutos ativos no fluxo de trabalho<\/li>\n\n\n\n<li><strong>Postura de risco<\/strong>Redu\u00e7\u00e3o de problemas sinalizados, redu\u00e7\u00e3o do tempo de revis\u00e3o<\/li>\n\n\n\n<li><strong>Resultados para os clientes<\/strong>Tempo de resposta, resolu\u00e7\u00e3o no primeiro contato, deltas de CSAT ou NPS<\/li>\n<\/ul>\n\n\n\n<p>Se esses sinais melhorarem e permanecerem est\u00e1veis, o P&amp;L geralmente se move entre os meses 9 e 18, que \u00e9 quando a escala come\u00e7a e a configura\u00e7\u00e3o termina.<\/p>\n\n\n\n<p><strong>Do teatro de demonstra\u00e7\u00e3o \u00e0 realidade do fluxo de trabalho<\/strong><\/p>\n\n\n\n<p>A agilidade favorece <strong>solu\u00e7\u00f5es funcionais em caminhos reais<\/strong> em vez de demonstra\u00e7\u00f5es polidas. Tr\u00eas mudan\u00e7as pr\u00e1ticas transformam os pilotos em entrega de valor:<\/p>\n\n\n\n<ol start=\"1\" class=\"wp-block-list\">\n<li><strong>Divis\u00e3o de valores<\/strong>Libera\u00e7\u00e3o de uma fatia estreita, de ponta a ponta, que atinge o sistema de registro e o caminho de aprova\u00e7\u00e3o.<\/li>\n\n\n\n<li><strong>Defini\u00e7\u00e3o de Ready e Defini\u00e7\u00e3o de Done<\/strong>N\u00e3o h\u00e1 trabalho que entre em um sprint a menos que o acesso aos dados, as restri\u00e7\u00f5es de privacidade e as m\u00e9tricas de sucesso estejam claras; nenhum trabalho \u00e9 feito at\u00e9 que a telemetria, as trilhas de auditoria e a revers\u00e3o estejam ativas.<\/li>\n\n\n\n<li><strong>Grades de prote\u00e7\u00e3o, n\u00e3o port\u00f5es<\/strong>O objetivo \u00e9 criar padr\u00f5es seguros que permitam o fluxo, e n\u00e3o interromper o trabalho at\u00e9 o final do trimestre. O objetivo \u00e9 projetar padr\u00f5es seguros que permitam o fluxo, e n\u00e3o pausar o trabalho at\u00e9 o final do trimestre.<\/li>\n<\/ol>\n\n\n\n<p><strong>Organize-se para aprender, n\u00e3o para ser heroico<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>One owner, one workflow, one data source<\/strong> for the first slice. Reduce coordination drag.<\/li>\n\n\n\n<li><strong>Cross-functional team<\/strong>: product, operations, data, engineering, risk, and finance see the same board and the same metrics.<\/li>\n\n\n\n<li><strong>Limit WIP<\/strong>: stop starting and start finishing. Too many pilots create false positives and thin learning.<\/li>\n\n\n\n<li><strong>Weekly retros<\/strong>: surface blockers early, adjust scope, and rotate one small improvement per week into the Definition of Done.<\/li>\n<\/ul>\n\n\n\n<p><strong>The Right Scoreboard for Month Six<\/strong><\/p>\n\n\n\n<p>Executives should expect a <strong>two-line scorecard<\/strong> at the six-month mark:<\/p>\n\n\n\n<ol start=\"1\" class=\"wp-block-list\">\n<li><strong>Flow and quality<\/strong>: the leading metrics listed above with before-and-after deltas and stability bands.<\/li>\n\n\n\n<li><strong>Finance translation<\/strong>: hours avoided, error costs avoided, cycle time value released, revenue capture unlocked, risk reduction quantified. These are not GAAP yet. They are the audited trail that justifies scale.<\/li>\n<\/ol>\n\n\n\n<p>If the flow line is up and stable, and the finance translation is credible, scale. If not, stop or rescope. Either outcome is success because you learned at low cost.<\/p>\n\n\n\n<p><strong>Why the \u201c95%\u201d Headline Can Be True and Misleading<\/strong><\/p>\n\n\n\n<p>It can be true that most pilots did not show direct P&amp;L in six months. It can also be misleading if those pilots were not designed as agile experiments with explicit leading indicators, working slices, and weekly inspection. Agility does not promise instant profit. It promises faster truth. That is exactly what leaders need.<\/p>\n\n\n\n<p><strong>A Friendly Challenge to Colleagues<\/strong><\/p>\n\n\n\n<p>Before we declare the technology a failure, let us adopt an agility scoreboard and cadence. Write the hypothesis. Slice the value. Measure the flow. Invite Finance and Risk into the retro. Decide based on evidence. Then repeat.<\/p>\n\n\n\n<p><strong>Your turn<\/strong>: What is one flow metric you trust and one cadence habit that kept your pilot honest? Please <a href=\"https:\/\/www.linkedin.com\/pulse\/rethinking-how-we-define-ai-success-thomas-hormaza-dow-mujpe\/\" target=\"_blank\" rel=\"noreferrer noopener\">comment on our LinkedIn Article<\/a>!<\/p>\n\n\n\n<p>#StateofAI2025 #BusinessAgility #ContinuousImprovement #AIROI #ChangeManagement<\/p>","protected":false},"excerpt":{"rendered":"<p>Don\u2019t Call It a Failure: A Business-Agility Reading of the \u201c95% of AI Pilots\u201d Story If you have ever worked in PR or social, you know the feeling. We spent years debating ROI for activities that clearly mattered but did not fit neatly into last-click spreadsheets. Now we have a once-in-a-generation capability, and some are [&hellip;]<\/p>","protected":false},"author":1,"featured_media":567,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-566","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-business-agility"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v24.9 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>AI Pilot ROI - Business Agility+AI<\/title>\n<meta name=\"description\" content=\"AI Pilot ROI, a clear indication that we\u2019re still learning how to measure what AI is actually doing inside organizations\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/businessagility.education\/blog\/pt\/ai-pilot-roi\/\" \/>\n<meta property=\"og:locale\" content=\"pt_BR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"AI Pilot ROI - 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