{"id":9496,"date":"2025-09-11T12:32:46","date_gmt":"2025-09-11T10:32:46","guid":{"rendered":"https:\/\/rumboyresultados.com\/?p=9496"},"modified":"2025-11-26T10:19:03","modified_gmt":"2025-11-26T08:19:03","slug":"ia-practica-con-roi","status":"publish","type":"post","link":"https:\/\/rumboyresultados.com\/gb\/en\/ia-practica-con-roi\/","title":{"rendered":"Practical AI with ROI for small and medium-sized businesses"},"content":{"rendered":"<div data-elementor-type=\"wp-post\" data-elementor-id=\"9496\" class=\"elementor elementor-9496\">\n\t\t\t\t<div class=\"elementor-element elementor-element-686478a e-flex e-con-boxed e-con e-parent\" data-id=\"686478a\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-2295082 elementor-widget elementor-widget-html\" data-id=\"2295082\" data-element_type=\"widget\" data-settings=\"{&quot;htmega_fe&quot;:&quot;no&quot;}\" data-widget_type=\"html.default\">\n\t\t\t\t\t<div style=\"font-size: 14px; color: #777777; text-align: left; margin-bottom: 20px;\">\n  <nav aria-label=\"breadcrumbs\" class=\"rank-math-breadcrumb\"><p><span class=\"last\">Home<\/span><\/p><\/nav>\n<\/div>\n\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-6dc6c811 e-flex e-con-boxed e-con e-parent\" data-id=\"6dc6c811\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-10617d6f elementor-widget elementor-widget-heading\" data-id=\"10617d6f\" data-element_type=\"widget\" data-settings=\"{&quot;htmega_fe&quot;:&quot;no&quot;}\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Practical AI with ROI: A guide for SMEs.<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-70fea3ec elementor-widget elementor-widget-text-editor\" data-id=\"70fea3ec\" data-element_type=\"widget\" data-settings=\"{&quot;htmega_fe&quot;:&quot;no&quot;}\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>From pilot to result in 90 days: How to apply artificial intelligence in your company with sound judgment, step by step, and with measurable returns<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8965687 elementor-widget elementor-widget-heading\" data-id=\"8965687\" data-element_type=\"widget\" data-settings=\"{&quot;htmega_fe&quot;:&quot;no&quot;}\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Updated November 17, 2025 \u00b7 Category: AI and advanced digitization<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2d54cec5 elementor-widget__width-inherit elementor-widget elementor-widget-image\" data-id=\"2d54cec5\" data-element_type=\"widget\" data-settings=\"{&quot;htmega_fe&quot;:&quot;no&quot;}\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"1024\" height=\"683\" src=\"https:\/\/rumboyresultados.com\/gb\/wp-content\/uploads\/2025\/09\/Reunio-IA-Portada-1024x683.png\" class=\"attachment-large size-large wp-image-9528\" alt=\"IA pr\u00e1ctica con ROI\" srcset=\"https:\/\/rumboyresultados.com\/gb\/wp-content\/uploads\/2025\/09\/Reunio-IA-Portada-1024x683.png 1024w, https:\/\/rumboyresultados.com\/gb\/wp-content\/uploads\/2025\/09\/Reunio-IA-Portada-300x200.png 300w, https:\/\/rumboyresultados.com\/gb\/wp-content\/uploads\/2025\/09\/Reunio-IA-Portada-768x512.png 768w, https:\/\/rumboyresultados.com\/gb\/wp-content\/uploads\/2025\/09\/Reunio-IA-Portada.png 1536w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-62cae5e elementor-widget elementor-widget-text-editor\" data-id=\"62cae5e\" data-element_type=\"widget\" data-settings=\"{&quot;htmega_fe&quot;:&quot;no&quot;}\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\tIn this guide you will find numerical examples, real calculations and a step-by-step method to apply AI in your SME with measurable return.\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e995fd9 elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"e995fd9\" data-element_type=\"widget\" data-settings=\"{&quot;htmega_fe&quot;:&quot;no&quot;}\" data-widget_type=\"divider.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-6d11e3e e-con-full e-flex e-con e-child\" data-id=\"6d11e3e\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-5bf7baf elementor-widget elementor-widget-html\" data-id=\"5bf7baf\" data-element_type=\"widget\" data-settings=\"{&quot;htmega_fe&quot;:&quot;no&quot;}\" data-widget_type=\"html.default\">\n\t\t\t\t\t<meta charset=\"utf-8\"\/>\n<meta content=\"width=device-width, initial-scale=1\" name=\"viewport\"\/>\n\n<title>IA pr\u00e1ctica con ROI para empresas: del piloto al resultado en 90 d\u00edas \u00b7 Rumbo &amp; Resultados<\/title>\n<meta name=\"description\" content=\"Gu\u00eda clara para peque\u00f1as y medianas empresas que quieren aplicar la inteligencia artificial con criterio: puntos de dolor, casos de uso, f\u00f3rmulas de ROI, ejemplos num\u00e9ricos y un plan en tres oleadas para conseguir resultados en 90 d\u00edas.\"\/>\n<link href=\"https:\/\/rumboyresultados.com\/gb\" rel=\"preconnect\"\/>\n\n<style>\n:root{\n  --h2-underline-h:10px; --h2-underline-gap:8px; --rr-white:#FFFFFF;\n  --rr-green:#176A4F; --rr-green-dark:#2E5F4F; --rr-text:#3F3F3F;\n  --rr-muted:#6E6E6E; --rr-soft:#F8F8F8; --rr-border:#E6EAE8; --rr-wrap:780px;\n  --rr-error-bg:#FFF5F5; --rr-error-border:#F5C2C2; --rr-error:#B32626;\n  --rr-warn-bg:#FFF9E6; --rr-warn-border:#F5D28A; --rr-warn:#7A4B00;\n}\n\n*{box-sizing:border-box}\nbody{margin:0; font-family:Inter,system-ui,-apple-system,Segoe UI,Roboto,Arial,sans-serif; color:var(--rr-text); background:#fff}\na{color:var(--rr-green); text-decoration:underline; text-decoration-thickness:2px}\na:hover{text-decoration:none}\nimg{max-width:100%; 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color:var(--rr-green); border:1px solid var(--rr-green)}\n.rr-btn-primary,\n.rr-btn-primary:visited,\n.rr-btn-primary:active {\n  color: #ffffff !important;\n}\n\n\/* FAQ extra *\/\n.rr-faq-extra .rr-infobox{margin-bottom:16px}\n.rr-faq-extra details{\n  border:1px solid var(--rr-border);\n  border-radius:10px;\n  background:var(--rr-soft);\n  padding:12px 14px;\n}\n.rr-faq-extra details+details{margin-top:10px}\n.rr-faq-extra summary{\n  cursor:pointer; font-weight:600; list-style:none; outline:none;\n}\n.rr-faq-extra summary::-webkit-details-marker{display:none}\n.rr-faq-extra summary::after{\n  content:\"+\";\n  float:right;\n  font-weight:700;\n  transition:transform .2s;\n}\n.rr-faq-extra details[open] summary::after{content:\"\u2013\";}\n.rr-faq-extra .rr-faq-body{\n  margin-top:8px;\n  color:#2F2F2F;\n  font-size:16px;\n}\n\n\/* Scroll horizontal en tablas para m\u00f3vil *\/\n.rr-table-wrapper {\n  width: 100%;\n  overflow-x: auto;\n  -webkit-overflow-scrolling: touch;\n}\n.rr-table-wrapper::-webkit-scrollbar {\n  height: 6px;\n}\n.rr-table-wrapper::-webkit-scrollbar-thumb {\n  background: #C8DAD2;\n  border-radius: 4px;\n}\n<\/style>\n<\/head>\n\n<body>\n\n<section class=\"rr-container\">\n  <div class=\"rr-infobox\">\n    <span class=\"rr-badge\">The keys<\/span><div style=\"height:20px\"><\/div>\n\n    <ul class=\"rr-list-error-soft\">\n      <li>Spanish SMEs are still in very early stages of AI adoption: between 10% and 20% they reported using it, but most only in tests or pilots without scaling up.<\/li><div style=\"height:10px\"><\/div>\n\n      <li>The main obstacles are not technical: the real blockage is in <strong>diffuse ROI<\/strong>, disorganized data and an organizational culture without a clear person in charge.<\/li><div style=\"height:10px\"><\/div>\n\n      <li>Ignoring AI means losing speed, margin, and talent to competitors who are already automating tasks, reducing costs, and accelerating their time to market.<\/li><div style=\"height:10px\"><\/div>\n\n      <li>The practical path for an SME does not lie in large projects, but in <strong>pilots with watches<\/strong>, Defined KPIs and a progressive scaling plan.<\/li><div style=\"height:10px\"><\/div>\n\n      <li>ROI is quantifiable with simple formulas applied to specific cases: customer service, sales, billing, operations or back-office.<\/li><div style=\"height:10px\"><\/div>\n    <\/ul>\n\n    <p style=\"margin-top:14px\">\n      Artificial intelligence is not just a trend. According to the\n      <a href=\"https:\/\/www.mckinsey.com\/capabilities\/quantumblack\/our-insights\/the-economic-potential-of-generative-ai-the-next-productivity-frontier\" target=\"_blank\" rel=\"noopener\">\n        McKinsey Global Institute\n      <\/a>, generative AI could add up to <strong>$4.4 trillion annually<\/strong> to global GDP thanks to the direct impact on productivity and efficiency.\n    <\/p>\n  <\/div>\n<\/section>\n\n<div style=\"height:32px\"><\/div>\n<hr>\n<div style=\"height:60px\"><\/div>\n\n<!-- TOC -->\n<section class=\"rr-b1 rr-container\" id=\"b1\">\n  <div class=\"rr-infobox\">\n    <span class=\"rr-badge\">Table of Contents<\/span>\n    <ol>\n \n    <ol>\n      <li>\n        <a class=\"rr-toc-link\" href=\"#bloque1\">\n          Why SMEs cannot ignore AI\n        <\/a>\n      <\/li>\n      <li>\n        <a class=\"rr-toc-link\" href=\"#bloque2\">\n          Pain points that block SMEs\n        <\/a>\n      <\/li>\n      <li>\n        <a class=\"rr-toc-link\" href=\"#bloque3\">\n          What happens if you miss the AI train?\n        <\/a>\n      <\/li>\n      <li>\n        <a class=\"rr-toc-link\" href=\"#bloque4\">\n          Best practices for doing it wisely\n        <\/a>\n      <\/li>\n      <li>\n        <a class=\"rr-toc-link\" href=\"#bloque5\">\n          ROI formulas applicable to an SME\n        <\/a>\n      <\/li>\n      <li>\n        <a class=\"rr-toc-link\" href=\"#bloque6\">\n          Action plan: 3 waves over 12 months\n        <\/a>\n      <\/li>\n      <li>\n        <a class=\"rr-toc-link\" href=\"#bloque7\">\n          Warning signs that you won&#039;t burn through your budget\n        <\/a>\n      <\/li>\n      <li>\n        <a class=\"rr-toc-link\" href=\"#bloque8\">\n          Put your company to the test\n        <\/a>\n      <\/li>\n    <\/ol>\n  <\/div>\n<\/section>\n<div style=\"height:60px\"><\/div>\n<hr>\n<div style=\"height:60px\"><\/div>\n<section><iframe width=\"560\" height=\"315\" src=\"https:\/\/www.youtube.com\/embed\/j0KWuspOIf4?si=_7IshYBn-jCnP2jk\" title=\"YouTube video player\" 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 style=\"height:60px\"><\/div>\n<hr>\n<div style=\"height:20px\"><\/div><\/section>\n\n<section id=\"bloque1\" class=\"rr-container\">\n\n  <h2 class=\"rr-underline\">1. Why SMEs cannot ignore AI<\/h2><br>\n  \n  <p>\n    During 2024\u20132025, the artificial intelligence adoption gap has become more evident in Spain.\n  <\/p>\n\n  <ul class=\"rr-list-check\">\n    <li>\n      According to \n      <a href=\"https:\/\/ec.europa.eu\/eurostat\" target=\"_blank\" rel=\"noopener\">\n        Eurostat\n      <\/a>, In 2024, only the \n      <strong>11.4% of Spanish companies with more than 10 employees<\/strong> claimed to use artificial intelligence, compared to approximately one <strong>44% in large companies<\/strong>. Most SMEs remain in pilot testing phases, without integrating it systematically.\n    <\/li>\n    <li>\n      Meanwhile, similarly sized competitors are already using AI to \n      <strong>reduce costs, accelerate sales and improve customer experience<\/strong>.\n    <\/li>\n    <li>\n      In Spain, the digitalization of SMEs is an explicit public policy objective. \n      <a href=\"https:\/\/portal.mineco.gob.es\/es-es\/comunicacion\/Paginas\/210127_nd_digitalizacion_pymes.aspx\" target=\"_blank\" rel=\"noopener\">\n        SME Digitalization Plan 2021\u20132025\n      <\/a>\n      It positions the adoption of advanced technologies, including AI, as a key element to improve competitiveness and resilience.\n    <\/li>\n  <\/ul>\n<div style=\"height:32px\"><\/div>\n  <div class=\"rr-manifiesto\">\n    <p>\n      \ud83d\udc49 This makes AI a matter of <strong>strategic survival<\/strong>It&#039;s not about having it &quot;just because,&quot; but about applying it judiciously to generate <strong>measurable return<\/strong>.\n    <\/p>\n  <\/div>\n  <div style=\"height:32px\"><\/div>\n\n  <h3>The gap between startups and large companies<\/h3>\n\n  <ul class=\"rr-list-check\">\n    <li>\n      The <strong>digital startups<\/strong> They already incorporate AI into products, marketing and operations; many are born with this DNA.\n    <\/li>\n    <li>\n      The <strong>large companies<\/strong> They have budgets, consultants, and internal departments to move forward.\n    <\/li>\n    <li>\n      The SME is in the middle: <strong>neither abundant resources nor a solid technological base<\/strong>, but with \n      <strong>increasing competitive pressure<\/strong>.\n    <\/li>\n  <\/ul>\n<div style=\"height:32px\"><\/div>\n  <figure style=\"margin:24px 0\">\n    <img \n      src=\"https:\/\/rumboyresultados.com\/gb\/wp-content\/uploads\/2025\/09\/Infografia_Adopcion_IA_Espana_2024-1024x572.png\"\n      srcset=\"        https:\/\/rumboyresultados.com\/gb\/wp-content\/uploads\/2025\/09\/Infografia_Adopcion_IA_Espana_2024-300x168.png 300w,        https:\/\/rumboyresultados.com\/gb\/wp-content\/uploads\/2025\/09\/Infografia_Adopcion_IA_Espana_2024-768x429.png 768w,        https:\/\/rumboyresultados.com\/gb\/wp-content\/uploads\/2025\/09\/Infografia_Adopcion_IA_Espana_2024-1024x572.png 1024w,        https:\/\/rumboyresultados.com\/gb\/wp-content\/uploads\/2025\/09\/Infografia_Adopcion_IA_Espana_2024-1536x859.png 1536w,        https:\/\/rumboyresultados.com\/gb\/wp-content\/uploads\/2025\/09\/Infografia_Adopcion_IA_Espana_2024-2048x1145.png 2048w      \"\n      sizes=\"(max-width: 1024px) 100vw, 1024px\"\n      alt=\"Infograf\u00eda sobre la adopci\u00f3n de IA en empresas espa\u00f1olas en 2024\"\n      loading=\"lazy\"\n      decoding=\"async\"\n    \/>\n  <\/figure>\n<div style=\"height:32px\"><\/div>\n\n  <h3>What does it mean to talk about ROI in AI?<\/h3>\n\n  <p>\n    For an SME, AI only makes sense if it translates into <strong>clear economic results<\/strong> and comparable with other business investments:\n  <\/p>\n\n  <ul class=\"rr-list-check\">\n    <li>\n      <strong>Saving working hours<\/strong> (administrative automation, support, reporting).\n    <\/li>\n    <li>\n      <strong>More income<\/strong> (faster sales, better conversion, better prioritized offers).\n    <\/li>\n    <li>\n      <strong>Fewer errors and avoided costs<\/strong> (billing, stock, claims, penalties).\n    <\/li>\n  <\/ul>\n\n  <div class=\"rr-manifiesto\">\n    <p>\n      \ud83d\udc49 <strong>Pocket formula:<\/strong><br\/><br\/>\n      ROI \u2248 (Hours saved \u00d7 cost per hour + additional \u20ac in sales + \u20ac costs avoided \u2212 investment) \u00f7 investment\n    <\/p>\n  <\/div>\n<div style=\"height:32px\"><\/div>\n  <div class=\"rr-infobox\">\n    <p>\n      If you want to translate this formula into concrete numbers without struggling with spreadsheets from scratch, you can use the\n      <strong>Basic ROI calculator<\/strong> from Rumbo &amp; Resultados, designed for digitization and AI projects in SMEs.\n    <\/p>\n    <div class=\"rr-cta-group\">\n      <a class=\"rr-btn-primary\" href=\"https:\/\/rumboyresultados.com\/gb\/en\/recursos-rumbo-y-resultados\/calculadora-basica-roi\/\" target=\"_blank\" rel=\"noopener\">\n        Open the basic ROI calculator\n      <\/a>\n    <\/div>\n  <\/div>\n\n  <figure style=\"margin:24px 0\">\n    <img\n      src=\"https:\/\/rumboyresultados.com\/gb\/wp-content\/uploads\/2025\/09\/ROI_Atencion_Cliente-1024x769.png\"\n      srcset=\"        https:\/\/rumboyresultados.com\/gb\/wp-content\/uploads\/2025\/09\/ROI_Atencion_Cliente-300x225.png 300w,        https:\/\/rumboyresultados.com\/gb\/wp-content\/uploads\/2025\/09\/ROI_Atencion_Cliente-768x577.png 768w,        https:\/\/rumboyresultados.com\/gb\/wp-content\/uploads\/2025\/09\/ROI_Atencion_Cliente-1024x769.png 1024w,        https:\/\/rumboyresultados.com\/gb\/wp-content\/uploads\/2025\/09\/ROI_Atencion_Cliente-1536x1153.png 1536w,        https:\/\/rumboyresultados.com\/gb\/wp-content\/uploads\/2025\/09\/ROI_Atencion_Cliente-2048x1538.png 2048w      \"\n      sizes=\"(max-width: 1024px) 100vw, 1024px\"\n      alt=\"Ejemplo visual de c\u00e1lculo de ROI en un equipo de atenci\u00f3n al cliente con IA\"\n      loading=\"lazy\"\n      decoding=\"async\"\n    \/>\n  <\/figure>\n\n<\/section>\n\n<div style=\"height:32px\"><\/div>\n<hr>\n<div style=\"height:20px\"><\/div>\n\n<section id=\"bloque2\" class=\"rr-container\">\n\n  <h2 class=\"rr-underline\">2. Pain points that block companies<\/h2><br>\n\n  <p>\n    Although many SMEs have already heard about AI and even conducted tests, most encounter obstacles that turn these attempts into failures. <strong>\u201cperpetual pilots\u201d<\/strong> without real impact. These are the most common obstacles that hinder ROI and effective adoption.\n  <\/p>\n<div style=\"height:32px\"><\/div>\n  <h3>Diffuse ROI: projects that do not achieve results<\/h3>\n\n  <ul class=\"rr-list-error-bullet\">\n    <li>\n      Tools are tested because they&#039;re fashionable, without <strong>prioritized use cases<\/strong> neither <strong>clear KPIs<\/strong>.\n    <\/li>\n    <li>\n      A business mini-metric is missing that answers the question:\n      <em>\u201cWhat do I earn in \u20ac for this pilot?\u201d<\/em>\n    <\/li>\n    <li>\n      Without that foundation, the project dies or remains an isolated experiment, without going into production or scaling up.\n    <\/li>\n  <\/ul>\n<div style=\"height:32px\"><\/div>\n  <div class=\"rr-table-wrapper\">\n    <table class=\"rr-table\">\n      <thead>\n        <tr>\n          <th>Problem<\/th>\n          <th>Typical example<\/th>\n          <th>Consequence<\/th>\n        <\/tr>\n      <\/thead>\n      <tbody>\n        <tr>\n          <td>diffuse ROI<\/td>\n          <td>It does not define what specific benefits are expected.<\/td>\n          <td>It is difficult to justify continued or future investment<\/td>\n        <\/tr>\n        <tr>\n          <td>Poor data<\/td>\n          <td>Incomplete, disorganized, or unlabeled data<\/td>\n          <td>Model with low performance or unreliable results<\/td>\n        <\/tr>\n        <tr>\n          <td>Lack of owner<\/td>\n          <td>No one is taking responsibility for the project<\/td>\n          <td>The pilot gets stuck or gives up<\/td>\n        <\/tr>\n        <tr>\n          <td>Costs<\/td>\n          <td>The project requires more resources than anticipated.<\/td>\n          <td>The pilot project is ruled out due to lack of viability<\/td>\n        <\/tr>\n        <tr>\n          <td>Technological Lock-in<\/td>\n          <td>Dependence on a vendor or closed platform<\/td>\n          <td>Difficulty scaling or migrating the solution<\/td>\n        <\/tr>\n      <\/tbody>\n    <\/table>\n  <\/div>\n<div style=\"height:32px\"><\/div>\n  <h3>Data chaos<\/h3>\n\n  <ul class=\"rr-list-error-bullet\">\n    <li>Data scattered across ERP, CRM, and outdated Excel spreadsheets.<\/li>\n    <li>Low quality: duplicates, errors, incomplete histories.<\/li>\n    <li>Fear of non-compliance with regulations (GDPR) due to not knowing how to govern them.<\/li>\n  <\/ul>\n\n  <figure style=\"margin:24px 0\">\n    <img\n      src=\"https:\/\/rumboyresultados.com\/gb\/wp-content\/uploads\/2025\/09\/Infografia_Caos_Datos_PYME-1024x772.png\"\n      srcset=\"        https:\/\/rumboyresultados.com\/gb\/wp-content\/uploads\/2025\/09\/Infografia_Caos_Datos_PYME-300x226.png 300w,        https:\/\/rumboyresultados.com\/gb\/wp-content\/uploads\/2025\/09\/Infografia_Caos_Datos_PYME-768x579.png 768w,        https:\/\/rumboyresultados.com\/gb\/wp-content\/uploads\/2025\/09\/Infografia_Caos_Datos_PYME-1024x772.png 1024w,        https:\/\/rumboyresultados.com\/gb\/wp-content\/uploads\/2025\/09\/Infografia_Caos_Datos_PYME-1536x1157.png 1536w,        https:\/\/rumboyresultados.com\/gb\/wp-content\/uploads\/2025\/09\/Infografia_Caos_Datos_PYME.png 1919w      \"\n      sizes=\"(max-width: 1024px) 100vw, 1024px\"\n      alt=\"Infograf\u00eda sobre el caos de datos en pymes\"\n      loading=\"lazy\"\n      decoding=\"async\"\n    \/>\n  <\/figure>\n\n  <h3>People and culture<\/h3>\n\n  <ul class=\"rr-list-error-bullet\">\n    <li>Lack of profiles with a minimum base of analytics and automation.<\/li>\n    <li>Internal resistance: fear of being &quot;replaced&quot; or of changing routines.<\/li>\n    <li>Nobody assumes the role of AI owner in the business.<\/li>\n  <\/ul>\n\n  <figure style=\"margin:24px 0\">\n    <img\n      src=\"https:\/\/rumboyresultados.com\/gb\/wp-content\/uploads\/2025\/09\/Reunion-de-IA-1024x683.png\"\n      srcset=\"        https:\/\/rumboyresultados.com\/gb\/wp-content\/uploads\/2025\/09\/Reunion-de-IA-300x200.png 300w,        https:\/\/rumboyresultados.com\/gb\/wp-content\/uploads\/2025\/09\/Reunion-de-IA-768x512.png 768w,        https:\/\/rumboyresultados.com\/gb\/wp-content\/uploads\/2025\/09\/Reunion-de-IA-1024x683.png 1024w,        https:\/\/rumboyresultados.com\/gb\/wp-content\/uploads\/2025\/09\/Reunion-de-IA.png 1536w      \"\n      sizes=\"(max-width: 1024px) 100vw, 1024px\"\n      alt=\"Reuni\u00f3n interna sobre proyectos de IA en una pyme\"\n      loading=\"lazy\"\n      decoding=\"async\"\n    \/>\n  <\/figure>\n\n  <h3>Costs and supplier dependence<\/h3>\n\n  <ul class=\"rr-list-error-bullet\">\n    <li>Perception that AI is expensive and only accessible to large companies.<\/li>\n    <li>Fear of <em>lock-in<\/em>: getting stuck with a tool or provider.<\/li>\n  <\/ul>\n\n  <h3>Technology and regulation<\/h3>\n\n  <ul class=\"rr-list-error-bullet\">\n    <li>Integration with legacy systems (ERP, POS, field service).<\/li>\n    <li>Security risks (data leaks, unsafe prompts).<\/li>\n    <li>\n      Doubts about the <strong>European AI Act<\/strong>: what applies, when and in what use cases it can be considered \u201chigh risk\u201d.\n    <\/li>\n  <\/ul>\n\n<\/section>\n\n<div style=\"height:32px\"><\/div>\n<hr>\n<div style=\"height:20px\"><\/div>\n\n<section id=\"bloque3\" class=\"rr-container\">\n\n  <h2 class=\"rr-underline\">3. What happens if you miss the AI train?<\/h2><br>\n\n  <p>\n    In a small or medium-sized enterprise (SME), <strong>not adopting AI in time<\/strong> It&#039;s not just losing efficiency: it&#039;s letting your competitors gain speed, reduce costs, and attract better talent. The differences start to become noticeable in less than\n    <strong>12\u201324 months<\/strong>.\n  <\/p>\n\n  <h3>Faster and cheaper competition<\/h3>\n\n  <ul class=\"rr-list-check\">\n    <li>\n      Similar companies are already reducing the <strong>cost per task<\/strong> with virtual assistants, automatic document extraction, and demand forecasting.\n    <\/li>\n    <li>\n      This allows them <strong>sell cheaper or invest more in marketing<\/strong>, while your SME continues with manual processes.\n    <\/li>\n  <\/ul>\n\n  <div class=\"rr-table-wrapper\">\n    <table class=\"rr-table\">\n      <thead>\n        <tr>\n          <th>Metrics<\/th>\n          <th>Without AI<\/th>\n          <th>With AI<\/th>\n        <\/tr>\n      <\/thead>\n      <tbody>\n        <tr>\n          <td>Tickets\/hour<\/td>\n          <td>8<\/td>\n          <td>9,1<\/td>\n        <\/tr>\n        <tr>\n          <td>SLA<\/td>\n          <td>5 min<\/td>\n          <td>2 min<\/td>\n        <\/tr>\n        <tr>\n          <td>Cost per ticket<\/td>\n          <td>3,5 \u20ac<\/td>\n          <td>2,5 \u20ac<\/td>\n        <\/tr>\n      <\/tbody>\n    <\/table>\n  <\/div>\n\n  <h3>Commercial speed<\/h3>\n\n  <p>\n    Experience from real-world projects and global studies (such as McKinsey&#039;s on generative AI) show that AI can <strong>drastically reduce the time required to prepare documents and business proposals<\/strong>.\n  <\/p><div style=\"height:0px\"><\/div>\n\n  <div class=\"rr-manifiesto\">\n    <p>\n      \ud83d\udc49 <strong>Specific example:<\/strong> Let&#039;s imagine a small business that used to take\n      <strong>5 days to prepare a business proposal<\/strong>. With AI, this timeframe can be reduced to\n      <strong>24 hours<\/strong>, thus increasing the likelihood of closure compared to slower competitors.\n    <\/p>\n  <\/div>\n<div style=\"height:20px\"><\/div>\n  <p>\n    This directly increases the <strong>closing rate<\/strong>The customer receives your offer before your competitor&#039;s, and with better personalization.\n  <\/p>\n\n  <h3>Fewer errors and rework<\/h3>\n\n  <ul class=\"rr-list-check\">\n    <li>\n      <strong>Billing:<\/strong> to go from one <strong>3% errors<\/strong> in invoices to a <strong>1%<\/strong>\n      thanks to automatic extraction and validation.\n    <\/li>\n    <li>\n      <strong>Inventory:<\/strong> Fewer stockouts with assisted demand forecasting.\n    <\/li>\n    <li>\n      <strong>Operations:<\/strong> Incidents detected in real time from text or image, instead of periodic manual reviews.\n    <\/li>\n  <\/ul>\n\n  <h3>Impact on talent and culture<\/h3>\n\n  <ul class=\"rr-list-check\">\n    <li>\n      Employees look forward to working with <strong>digital copilots<\/strong> that relieve them of repetitive workloads and allow them to focus on higher-value tasks.\n    <\/li>\n    <li>\n      Not offering these tools leads to <strong>demotivation and brain drain<\/strong> towards more advanced companies, especially in young and technical profiles.\n    <\/li>\n  <\/ul>\n<div style=\"height:10px\"><\/div>\n  <figure style=\"margin:24px 0\">\n    <img\n      src=\"https:\/\/rumboyresultados.com\/gb\/wp-content\/uploads\/2025\/09\/Con-o-sin-IA-1024x683.png\"\n      srcset=\"        https:\/\/rumboyresultados.com\/gb\/wp-content\/uploads\/2025\/09\/Con-o-sin-IA-300x200.png 300w,        https:\/\/rumboyresultados.com\/gb\/wp-content\/uploads\/2025\/09\/Con-o-sin-IA-768x512.png 768w,        https:\/\/rumboyresultados.com\/gb\/wp-content\/uploads\/2025\/09\/Con-o-sin-IA-1024x683.png 1024w,        https:\/\/rumboyresultados.com\/gb\/wp-content\/uploads\/2025\/09\/Con-o-sin-IA.png 1536w      \"\n      sizes=\"(max-width: 1024px) 100vw, 1024px\"\n      alt=\"Comparativa visual entre una empresa con IA y otra sin IA\"\n      loading=\"lazy\"\n      decoding=\"async\"\n    \/>\n  <\/figure>\n\n<\/section>\n\n<div style=\"height:32px\"><\/div>\n<hr>\n<div style=\"height:20px\"><\/div>\n\n<section id=\"bloque4\" class=\"rr-container\">\n\n  <h2 class=\"rr-underline\">4. Good practices for doing it wisely<\/h2><br>\n\n  <p>\n    Adopting AI in an SME shouldn&#039;t be a leap of faith or a monumental project. The key is \n    <strong>order, criteria and measurable results<\/strong>. This 6-stage framework is designed to be practical, affordable, and scalable for any small or medium-sized business.\n  <\/p>\n<div style=\"height:20px\"><\/div>\n  <h3>4.1. Start with the business problem, not the tool<\/h3>\n\n  <ul class=\"rr-list-check\">\n    <li>Define 3\u20135 specific use cases.<\/li>\n    <li>\n      Prioritize with a <strong>simple scorecard<\/strong>: impact (\u20ac), data feasibility, complexity, risk and time to value.\n    <\/li>\n  <\/ul>\n\n  <div class=\"rr-manifiesto\">\n    <p>\n      \ud83d\udc49 <strong>Examples:<\/strong> Assisted customer service, invoice automation, lead scoring, demand forecasting.\n    <\/p>\n  <\/div>\n  <div style=\"height:20px\"><\/div>\n\n  <div class=\"rr-table-wrapper\">\n    <table class=\"rr-table\">\n      <thead>\n        <tr>\n          <th>Use case<\/th>\n          <th>Impact<br>(1\u20135)<\/th>\n          <th>Effort<br>(1\u20135)<\/th>\n          <th>Data<br>(1\u20135)<\/th>\n          <th>Urgency<br>(1\u20135)<\/th>\n        <\/tr>\n      <\/thead>\n      <tbody>\n        <tr>\n          <td>Customer service<\/td><td style=\"text-align:center\">5<\/td><td style=\"text-align:center\">3<\/td><td style=\"text-align:center\">4<\/td><td style=\"text-align:center\">5<\/td>\n        <\/tr>\n        <tr>\n          <td>Billing<\/td><td style=\"text-align:center\">4<\/td><td style=\"text-align:center\">2<\/td><td style=\"text-align:center\">3<\/td><td style=\"text-align:center\">4<\/td>\n        <\/tr>\n        <tr>\n          <td>Lead scoring<\/td><td style=\"text-align:center\">3<\/td><td style=\"text-align:center\">3<\/td><td style=\"text-align:center\">3<\/td><td style=\"text-align:center\">3<\/td>\n        <\/tr>\n        <tr>\n          <td>Demand forecast<\/td><td style=\"text-align:center\">4<\/td><td style=\"text-align:center\">4<\/td><td style=\"text-align:center\">3<\/td><td style=\"text-align:center\">3<\/td>\n        <\/tr>\n      <\/tbody>\n    <\/table>\n  <\/div>\n<div style=\"height:20px\"><\/div>\n  <h3>4.2. Minimum viable data and processes<\/h3>\n\n  <ul class=\"rr-list-check\">\n    <li>Identify sources: ERP, CRM, tickets, web, IoT.<\/li>\n    <li>Standardize just enough: you don&#039;t need a year-long data lake to get started.<\/li>\n    <li>Initial KPIs label: hours, errors, response times.<\/li>\n  <\/ul>\n<div style=\"height:20px\"><\/div>\n  <h3>4.3. Pilot with clock and success metrics<\/h3>\n\n  <ul class=\"rr-list-check\">\n    <li>Approximate duration: <strong>8\u201312 weeks<\/strong>.<\/li>\n    <li>Define a target KPI (e.g.: +12% agent productivity).<\/li>\n    <li>\n      End with a mini P&amp;L: hours saved \u00d7 cost\/hour + extra sales \u2212 investment. This step is often missing in SMEs and is the one that unlocks the real ROI.\n    <\/li>\n  <\/ul>\n<div style=\"height:20px\"><\/div>\n  <h3>4.4. Lean governance and proportionate compliance<\/h3>\n\n  <ul class=\"rr-list-check\">\n    <li>AI usage policy in 1\u20132 pages: what data to use, what not to use, question channel.<\/li>\n    <li>Mandatory human-in-the-loop in critical processes.<\/li>\n    <li>\n      AI Act: Identify if your case is considered &quot;high risk&quot;; document the essentials.\n    <\/li>\n  <\/ul>\n<div style=\"height:20px\"><\/div>\n  <h3>4.5. Scaling and integration<\/h3>\n\n  <ul class=\"rr-list-check\">\n    <li>\n      It moves from standalone apps to integrations with CRM, ERP, telephony, or BI. (This point is key for the pilot to reach production.)\n    <\/li>\n    <li>\n      Apply \u201cMLOPs light\u201d: prompt control, versions, validation, rollback.\n    <\/li>\n  <\/ul>\n<div style=\"height:20px\"><\/div>\n  <h3>4.6. People and training<\/h3>\n\n  <ul class=\"rr-list-check\">\n    <li>Training by role: sales, support, back-office.<\/li>\n    <li>Simple 1-page guides per use case.<\/li>\n    <li>Measure adoption: weekly usage, satisfaction, errors avoided.<\/li>\n  <\/ul>\n<div style=\"height:20px\"><\/div>\n  <figure style=\"margin:24px 0\">\n    <img\n      src=\"https:\/\/rumboyresultados.com\/gb\/wp-content\/uploads\/2025\/09\/Training-IA-1024x683.png\"\n      srcset=\"        https:\/\/rumboyresultados.com\/gb\/wp-content\/uploads\/2025\/09\/Training-IA-300x200.png 300w,        https:\/\/rumboyresultados.com\/gb\/wp-content\/uploads\/2025\/09\/Training-IA-768x512.png 768w,        https:\/\/rumboyresultados.com\/gb\/wp-content\/uploads\/2025\/09\/Training-IA-1024x683.png 1024w,        https:\/\/rumboyresultados.com\/gb\/wp-content\/uploads\/2025\/09\/Training-IA.png 1536w      \"\n      sizes=\"(max-width: 1024px) 100vw, 1024px\"\n      alt=\"Training IA\"\n      loading=\"lazy\"\n      decoding=\"async\"\n    \/>\n  <\/figure>\n\n<\/section>\n\n<div style=\"height:32px\"><\/div>\n<hr>\n<div style=\"height:20px\"><\/div>\n\n<section id=\"bloque5\" class=\"rr-container\">\n\n  <h2 class=\"rr-underline\">5. Applicable ROI formulas<\/h2><br>\n\n  <p>\n    AI cannot remain at the level of vague promises: the return must be <strong>measure<\/strong>.Below you will find simple formulas and examples that any SME can adapt to its own situation to make decisions based on numbers, not just feelings.\n  <\/p><div style=\"height:20px\"><\/div>\n\n  <h3>5.1. General ROI Formula<\/h3>\n\n  <p>The simplest one is:<\/p>\n\n  <div class=\"rr-manifiesto\">\n    <p><strong>ROI = (Profit obtained \u2212 Investment) \u00f7 Investment<\/strong><\/p>\n  <\/div>\n\n  <ul class=\"rr-list-check\">\n    <li><strong>Saving working hours<\/strong> (administrative automation, support).<\/li>\n    <li><strong>Additional income<\/strong> (faster sales, better conversion).<\/li>\n    <li><strong>Costs avoided<\/strong> (errors, losses, penalties).<\/li>\n  <\/ul>\n\n  <div class=\"rr-infobox\" style=\"margin-top:18px\">\n    <p>\n      \ud83d\udc49 If you want to apply these calculations to your context, you can use the\n      <strong>Basic ROI calculator<\/strong> From Rumbo &amp; Resultados:\n    <\/p>\n    <div class=\"rr-cta-group\">\n      <a class=\"rr-btn-primary\" href=\"https:\/\/rumboyresultados.com\/gb\/en\/recursos-rumbo-y-resultados\/calculadora-basica-roi\/\" target=\"_blank\" rel=\"noopener\">\n        Open basic ROI calculator\n      <\/a>\n    <\/div>\n  <\/div><div style=\"height:20px\"><\/div>\n\n  <h3>5.2. Case study: customer service with 15 agents<\/h3>\n\n  <p>\n    Let&#039;s imagine a team of <strong>15 support agents<\/strong> which serves an average of\n    <strong>8 tickets per hour<\/strong> (typical ratio in many customer service departments):\n  <\/p>\n\n  <ul class=\"rr-list-check\">\n    <li>Base: 8 tickets\/hour per agent.<\/li>\n    <li>With AI assistance \u2192 <strong>+14% of productivity<\/strong> \u2192 9.1 tickets\/hour.<\/li>\n    <li>Result: <strong>+2,310 tickets\/month<\/strong> without expanding the workforce.<\/li>\n    <li>Estimated value: \u20ac2.50 marginal cost per ticket \u2192 <strong>+\u20ac69,300\/year<\/strong>.<\/li>\n    <li>Annual investment (tool + integration + training): \u20ac30,000.<\/li>\n    <li><strong>ROI \u2248 2.3:1<\/strong> \u2192 payback in less than 6 months.<\/li>\n  <\/ul><div style=\"height:20px\"><\/div>\n\n  <figure style=\"margin:24px 0\">\n    <img\n      src=\"https:\/\/rumboyresultados.com\/gb\/wp-content\/uploads\/2025\/09\/B5_Grafico_Tickets-1024x787.png\"\n      srcset=\"        https:\/\/rumboyresultados.com\/gb\/wp-content\/uploads\/2025\/09\/B5_Grafico_Tickets-300x231.png 300w,        https:\/\/rumboyresultados.com\/gb\/wp-content\/uploads\/2025\/09\/B5_Grafico_Tickets-768x590.png 768w,        https:\/\/rumboyresultados.com\/gb\/wp-content\/uploads\/2025\/09\/B5_Grafico_Tickets-1024x787.png 1024w,        https:\/\/rumboyresultados.com\/gb\/wp-content\/uploads\/2025\/09\/B5_Grafico_Tickets-1536x1181.png 1536w,        https:\/\/rumboyresultados.com\/gb\/wp-content\/uploads\/2025\/09\/B5_Grafico_Tickets-2048x1574.png 2048w      \"\n      sizes=\"(max-width: 1024px) 100vw, 1024px\"\n      alt=\"Gr\u00e1fico de aumento de tickets resueltos con IA en atenci\u00f3n al cliente\"\n      loading=\"lazy\"\n      decoding=\"async\"\n    \/>\n  <\/figure><div style=\"height:20px\"><\/div>\n\n  <h3>5.3. Case study: invoice automation<\/h3>\n\n  <p>\n    Let&#039;s assume that an SME processes <strong>5,000 invoices per year<\/strong>. The average manual time is\n    <strong>5 minutes per bill<\/strong> (figure aligned with typical back office benchmarks):\n  <\/p>\n\n  <ul class=\"rr-list-check\">\n    <li>Volume: 5,000 invoices\/year.<\/li>\n    <li>Manual time: 5 minutes per invoice \u2192 <strong>417 h\/year<\/strong>.<\/li>\n    <li>With AI, time drops to 1 min \u2192 <strong>83 hours\/year<\/strong>.<\/li>\n    <li>Saving: <strong>334 h\/year<\/strong>.<\/li>\n    <li>If cost\/h = \u20ac20, savings \u2248 <strong>\u20ac6,680\/year<\/strong>.<\/li>\n    <li>Software investment: \u20ac3,000\/year \u2192 <strong>ROI \u2248 1.2:1<\/strong> the first year.<\/li>\n  <\/ul><div style=\"height:20px\"><\/div>\n\n  <h3>5.4. Case study: marketing and sales<\/h3>\n\n  <p>\n    Various productivity reports indicate that AI can increase business productivity by up to 20\u2013301% of total productivity. Let&#039;s imagine an SME that goes from <strong>5 days to 24 hours<\/strong> in the preparation of proposals:\n  <\/p>\n\n  <ul class=\"rr-list-check\">\n    <li>Previously: 5 days to prepare a proposal \u2192 55% closing rate.<\/li>\n    <li>With AI: 24 h \u2192 70% closing rate.<\/li>\n    <li>Over 100 proposals\/year \u2192 <strong>+15 additional closures<\/strong>.<\/li>\n    <li>If average ticket = \u20ac10,000 \u2192 <strong>+\u20ac150,000 in extra sales<\/strong>.<\/li>\n    <li>Investment in tools: \u20ac20,000\/year.<\/li>\n    <li><strong>ROI \u2248 6.5:1<\/strong>.<\/li>\n  <\/ul><div style=\"height:20px\"><\/div>\n\n  <div class=\"rr-table-wrapper\">\n    <table class=\"rr-table\">\n      <thead>\n        <tr>\n          <th>Metrics<\/th>\n          <th>Manual<\/th>\n          <th>With AI<\/th>\n        <\/tr>\n      <\/thead>\n      <tbody>\n        <tr>\n          <td>Time per invoice<\/td>\n          <td style=\"text-align:center\">5 min<\/td>\n          <td style=\"text-align:center\">1 min<\/td>\n        <\/tr>\n        <tr>\n          <td>Total hours<\/td>\n          <td style=\"text-align:center\">100 h<\/td>\n          <td style=\"text-align:center\">8 pm<\/td>\n        <\/tr>\n        <tr>\n          <td>Cost\/hour<\/td>\n          <td style=\"text-align:center\">20 \u20ac<\/td>\n          <td style=\"text-align:center\">20 \u20ac<\/td>\n        <\/tr>\n        <tr>\n          <td>Saving<\/td>\n          <td style=\"text-align:center\" colspan=\"2\">1.600 \u20ac<\/td>\n        <\/tr>\n        <tr>\n          <td>Investment<\/td>\n          <td style=\"text-align:center\" colspan=\"2\">1.000 \u20ac<\/td>\n        <\/tr>\n        <tr>\n          <td>ROI<\/td>\n          <td style=\"text-align:center\" colspan=\"2\">60%<\/td>\n        <\/tr>\n      <\/tbody>\n    <\/table>\n  <\/div>\n\n<\/section>\n\n<div style=\"height:32px\"><\/div>\n<hr>\n<div style=\"height:20px\"><\/div>\n\n\n<section id=\"bloque6\" class=\"rr-container\">\n\n  <h2 class=\"rr-underline\">6. Action plan: 3 waves over 12 months<\/h2><br>\n\n  <p>\n    Adopting AI in an SME doesn&#039;t happen overnight. To avoid improvisation and fragmentation, it&#039;s advisable to work on... <strong>waves of implementation<\/strong>, each with a clear focus, a defined time horizon and KPIs.\n  <\/p>\n<div style=\"height:20px\"><\/div>\n  <h3>6.1. Wave 1 (0\u201390 days): immediate efficiency<\/h3>\n\n  <ul class=\"rr-list-check\">\n    <li><strong>Aim:<\/strong> free up time and reduce costs quickly.<\/li>\n  <\/ul>\n\n  <p><strong>Typical actions:<\/strong><\/p>\n  <ul class=\"rr-list-check\">\n    <li>AI-assisted support (summaries, suggestions, quick answers).<\/li>\n    <li>Automation of documents and invoices.<\/li>\n    <li>Office co-pilots (proposals, reporting, minutes).<\/li>\n  <\/ul>\n\n  <ul class=\"rr-list-check\">\n    <li>\n      <strong>KPIs:<\/strong> Tickets resolved\/hour, average proposal time, administrative hours saved.\n    <\/li>\n    <li>\n      <strong>Responsible:<\/strong> Area manager (support, administration) with IT support.\n    <\/li>\n  <\/ul>\n<div style=\"height:20px\"><\/div>\n  <h3>6.2. Wave 2 (90\u2013180 days): revenue and operations<\/h3>\n\n  <ul class=\"rr-list-check\">\n    <li>\n      <strong>Aim:<\/strong> go from saving to\n      <strong>sales growth and operational efficiency<\/strong>.\n    <\/li>\n  <\/ul>\n\n  <p><strong>Typical actions:<\/strong><\/p>\n  <ul class=\"rr-list-check\">\n    <li>Lead scoring and opportunity prioritization.<\/li>\n    <li>Simple demand forecasting for purchases and stock.<\/li>\n    <li>Operational QA with AI (incident detection).<\/li>\n  <\/ul>\n\n  <ul class=\"rr-list-check\">\n    <li>\n      <strong>KPIs:<\/strong> conversion rate, reduction of stockouts, incidents detected.\n    <\/li>\n    <li>\n      <strong>Responsible:<\/strong> Commercial director + operations manager.\n    <\/li>\n  <\/ul>\n\n  <div class=\"rr-table-wrapper\">\n    <table class=\"rr-table\">\n      <thead>\n        <tr>\n          <th>Area<\/th>\n          <th>Action<\/th>\n          <th>KPI<\/th>\n        <\/tr>\n      <\/thead>\n      <tbody>\n        <tr>\n          <td>Commercial<\/td>\n          <td>Lead scoring<\/td>\n          <td>Conversion rate<\/td>\n        <\/tr>\n        <tr>\n          <td>Operations<\/td>\n          <td>Demand forecast<\/td>\n          <td>Stockouts<\/td>\n        <\/tr>\n        <tr>\n          <td>QA<\/td>\n          <td>Incident detection<\/td>\n          <td>Number of incidents avoided<\/td>\n        <\/tr>\n      <\/tbody>\n    <\/table>\n  <\/div>\n<div style=\"height:20px\"><\/div>\n  <h3>6.3. Wave 3 (180\u2013365 days): scaling and governance<\/h3>\n\n  <ul class=\"rr-list-check\">\n    <li>\n      <strong>Aim:<\/strong> integrate AI into core processes and ensure compliance.\n    <\/li>\n  <\/ul>\n\n  <p><strong>Typical actions:<\/strong><\/p>\n  <ul class=\"rr-list-check\">\n    <li>Deep integration with ERP, CRM and BI.<\/li>\n    <li>\n      Formal definition of <strong>AI policy<\/strong> (data, uses, review).\n    <\/li>\n    <li>\n      Ongoing training by role, with quarterly review of results.\n    <\/li>\n  <\/ul>\n\n  <ul class=\"rr-list-check\">\n    <li>\n      <strong>KPIs:<\/strong> number of active integrations, % employee adoption, regulatory compliance.\n    <\/li>\n    <li>\n      <strong>Responsible:<\/strong> internal ad hoc committee (general management + IT + business).\n    <\/li>\n  <\/ul>\n\n  <figure style=\"margin:24px 0\">\n    <img\n      src=\"https:\/\/rumboyresultados.com\/gb\/wp-content\/uploads\/2025\/09\/B6_Infografia_Evolucion-1024x580.png\"\n      srcset=\"        https:\/\/rumboyresultados.com\/gb\/wp-content\/uploads\/2025\/09\/B6_Infografia_Evolucion-300x170.png 300w,        https:\/\/rumboyresultados.com\/gb\/wp-content\/uploads\/2025\/09\/B6_Infografia_Evolucion-768x435.png 768w,        https:\/\/rumboyresultados.com\/gb\/wp-content\/uploads\/2025\/09\/B6_Infografia_Evolucion-1024x580.png 1024w,        https:\/\/rumboyresultados.com\/gb\/wp-content\/uploads\/2025\/09\/B6_Infografia_Evolucion-1536x871.png 1536w,        https:\/\/rumboyresultados.com\/gb\/wp-content\/uploads\/2025\/09\/B6_Infografia_Evolucion-2048x1161.png 2048w      \"\n      sizes=\"(max-width: 1024px) 100vw, 1024px\"\n      alt=\"Evoluci\u00f3n del plan de adopci\u00f3n de IA en tres oleadas\"\n      loading=\"lazy\"\n      decoding=\"async\"\n    \/>\n  <\/figure>\n\n<\/section>\n\n<div style=\"height:32px\"><\/div>\n<hr>\n<div style=\"height:20px\"><\/div>\n\n<section id=\"bloque7\" class=\"rr-container\">\n\n  <h2 class=\"rr-underline\">7. Warning signs of not burning through budget<\/h2><br>\n\n \n    <p>\n      Many AI projects in SMEs fail not because of the technology, but because of planning errors. These are the <strong>red flags<\/strong> most common ones that should be detected early.\n    <\/p><div style=\"height:20px\"><\/div>\n <div class=\"rr-card-error-block\">\n    <h3>No business owner<\/h3>\n    <ul class=\"rr-list-error-bullet\">\n      <li>\n        The project is led solely by IT or marketing, without <strong>business owner<\/strong> that measures the impact.\n      <\/li>\n      <li>\n        Result: pilots that do not go into production.\n      <\/li>\n    <\/ul>\n<div style=\"height:32px\"><\/div>\n    <h3>\u201cNice\u201d but marginal use cases<\/h3>\n    <ul class=\"rr-list-error-bullet\">\n      <li>\n        Apply AI to secondary tasks (e.g., generating social media posts without a clear strategy or objectives).\n      <\/li>\n      <li>\n        Result: <strong>Much ado about nothing.<\/strong>.\n      <\/li>\n    <\/ul><div style=\"height:32px\"><\/div>\n\n    <h3>Ambiguous or ungoverned data<\/h3>\n    <ul class=\"rr-list-error-bullet\">\n      <li>\n        Inconsistent, duplicate, or outdated entries in your key systems.\n      <\/li>\n      <li>\n        Result: unreliable outcomes, internal frustration, and legal doubts.\n      <\/li>\n    <\/ul>\n<div style=\"height:32px\"><\/div>\n    <h3>Do not measure from the beginning<\/h3>\n    <ul class=\"rr-list-error-bullet\">\n      <li>\n        There is no baseline or starting KPI to compare before\/after.\n      <\/li>\n      <li>\n        Result: <strong>There is no way to prove the ROI<\/strong>, even though the project works in practice.\n      <\/li>\n    <\/ul>\n<div style=\"height:32px\"><\/div>\n    <h3>Over-engineering<\/h3>\n    <ul class=\"rr-list-error-bullet\">\n      <li>\n        The aim is to build a data lake (a large digital warehouse where all the company&#039;s data is stored) or a complex machine learning model from scratch, without a clear need.\n      <\/li>\n      <li>\n        Result: inflated costs, months of waiting, and zero return.\n      <\/li>\n    <\/ul>\n<div style=\"height:32px\"><\/div>\n    <h3>Ignoring regulations and safety<\/h3>\n    <ul class=\"rr-list-error-bullet\">\n      <li>\n        Use of AI in HR or in customer processes without reviewing the AI Act or the GDPR, or defining internal policies.\n      <\/li>\n      <li>\n        Result: legal risks and loss of trust from employees and customers.\n      <\/li>\n    <\/ul>\n  <\/div>\n\n \n\n<\/section>\n\n\n<section class=\"rr-container\">\n  <div class=\"rr-infobox\">\n    <span class=\"rr-badge\">Our final message<\/span><div style=\"height:20px\"><\/div>\n    <p>If your company or SME wants to move forward with AI without losing focus or budget, remember these ideas:<\/p>\n\n    <ul class=\"rr-list-check\">\n      <li><strong>If you don&#039;t define ROI, there is no ROI.<\/strong> Every project should start with a use case with clear metrics.<\/li>\n      <li><strong>The pilot needs to have a watch.<\/strong> 8\u201312 weeks with defined KPIs, not endless experiments.<\/li>\n      <li><strong>Less is more.<\/strong> Start with minimum viable data and concrete cases, not with giant projects.<\/li>\n      <li><strong>AI does not replace: it amplifies.<\/strong> When used correctly, it multiplies the productivity of your teams.<\/li>\n      <li><strong>Letting it go is a step backwards.<\/strong> Competitors who adopt earlier will be faster, more efficient, and more attractive to talent.<\/li>\n    <\/ul>\n<\/section>\n\n<div style=\"height:32px\"><\/div>\n<hr>\n<div style=\"height:20px\"><\/div>\n\n<section id=\"faq\" class=\"rr-faq-extra rr-container\" aria-label=\"Frequently asked questions about mandatory electronic invoicing\">\n  <h2 class=\"rr-underline\">Frequently Asked Questions about Practical AI with ROI<\/h2><br>\n   \n   <div class=\"rr-infobox\"> \n   <span class=\"rr-badge\">FAQ<\/span>\n    <p style=\"margin-top:8px\"><p>\n      Quick answers to the most common questions when an SME wants to apply artificial intelligence with a measurable return, without getting lost in endless tests or oversized projects.\n    <\/p>\n  <\/div>\n\n  <details>\n    <summary>Where should a small business that doesn&#039;t yet use AI start?<\/summary>\n    <div class=\"rr-faq-body\">\n      <p>\n        Don&#039;t start with the tool; start with the business problem. Define 3\u20135 specific use cases where AI can save hours or improve revenue (for example: customer support, invoicing, preparing sales proposals) and prioritize them with a simple scorecard of impact, effort, data, and urgency. From there, design an initial 8\u201312 week pilot with clear KPIs.\n      <\/p>\n    <\/div>\n  <\/details>\n\n  <details>\n    <summary>How do I know if an AI pilot is actually working?<\/summary>\n    <div class=\"rr-faq-body\">\n      <p>\n        Before starting, establish a baseline (current situation) and 2\u20133 very specific KPIs: hours spent, response time, errors, proposal closure rate, etc. During the pilot, compare the before and after on these same indicators. If there is no quantifiable improvement or it is marginal, the pilot is not working, even if the tool is &quot;cool.&quot;.\n      <\/p>\n    <\/div>\n  <\/details>\n\n  <details>\n    <summary>How do I calculate the ROI of an AI project in my company?<\/summary>\n    <div class=\"rr-faq-body\">\n      <p>\n        The general formula is simple:\n        <strong>ROI = (Profit obtained \u2212 Investment) \u00f7 Investment<\/strong>. In practice, it combines three elements: time savings (automation), additional revenue (more sales or higher conversion rates), and avoided costs (errors, losses, penalties). To make it easier, you can use our\n        <a href=\"https:\/\/rumboyresultados.com\/gb\/en\/recursos-rumbo-y-resultados\/calculadora-basica-roi\/\" target=\"_blank\" rel=\"noopener\">\n          Basic ROI calculator\n        <\/a>, designed precisely for this type of pilots.\n      <\/p>\n    <\/div>\n  <\/details>\n\n  <details>\n    <summary>What minimum volume do I need for AI to make sense in my SME?<\/summary>\n    <div class=\"rr-faq-body\">\n      <p>\n        You don&#039;t need to be a large company. AI starts to make sense when you have repetitive tasks with a certain volume (for example, hundreds or thousands of tickets per year, thousands of invoices, dozens of sales proposals per month). What matters is not just the quantity, but the cost per task and the impact of reducing time or errors in those processes.\n      <\/p>\n    <\/div>\n  <\/details>\n\n  <details>\n    <summary>Is it essential to have perfect data before starting?<\/summary>\n    <div class=\"rr-faq-body\">\n      <p>\n        No. For an SME, trying to &quot;perfect&quot; all the data before starting is usually a trap. Work with minimum viable data: clean up what&#039;s essential for the chosen use case, document the quality limits, and improve as you go. The critical thing is to avoid chaotic data (duplicates, outdated data) in the processes where you want to measure ROI.\n      <\/p>\n    <\/div>\n  <\/details>\n\n  <details>\n    <summary>What risks do I run if I implement AI without taking into account the AI Act and the GDPR?<\/summary>\n    <div class=\"rr-faq-body\">\n      <p>\n        The main risk is using sensitive data (from employees or customers) in models or tools without a legal basis, without clear information, and without security controls. This can lead to penalties, loss of trust, and project blockages. Therefore, we recommend a 1\u20132 page AI usage policy, human-in-the-loop as the default for critical processes, and reviewing whether your case falls into any risk categories according to the European AI Act.\n      <\/p>\n    <\/div>\n  <\/details>\n\n<\/section>\n\n<script type=\"application\/ld+json\">\n{\n  \"@context\": \"https:\/\/schema.org\",\n  \"@graph\": [\n    {\n      \"@type\": \"Article\",\n      \"headline\": \"IA pr\u00e1ctica con ROI para empresas: del piloto al resultado en 90 d\u00edas\",\n      \"description\": \"Gu\u00eda pr\u00e1ctica para que peque\u00f1as y medianas empresas apliquen inteligencia artificial con retorno medible: casos de uso, f\u00f3rmulas de ROI, plan de oleadas en 12 meses y se\u00f1ales de alerta para no quemar presupuesto.\",\n      \"author\": {\n        \"@type\": \"Person\",\n        \"name\": \"Ra\u00fal Regalado\"\n      },\n      \"publisher\": {\n        \"@type\": \"Organization\",\n        \"name\": \"Rumbo & Resultados\",\n        \"logo\": {\n          \"@type\": \"ImageObject\",\n          \"url\": \"https:\/\/rumboyresultados.com\/gb\/wp-content\/uploads\/2024\/04\/logo-rumbo-resultados.png\"\n        }\n      },\n      \"mainEntityOfPage\": {\n        \"@type\": \"WebPage\",\n        \"@id\": \"https:\/\/rumboyresultados.com\/gb\/ia-practica-con-roi\/\"\n      },\n      \"image\": \"https:\/\/rumboyresultados.com\/gb\/wp-content\/uploads\/2025\/09\/Portada-IA-ROI-Rumbo-Resultados.png\",\n      \"datePublished\": \"2025-09-11\",\n      \"dateModified\": \"2025-09-11\",\n      \"articleSection\": \"Ruta R&R\",\n      \"inLanguage\": \"es\",\n      \"keywords\": [\n        \"inteligencia artificial pymes\",\n        \"IA pr\u00e1ctica\",\n        \"ROI IA\",\n        \"automatizaci\u00f3n empresas\",\n        \"Ruta R&R\",\n        \"pilotos IA 90 d\u00edas\"\n      ]\n    },\n    {\n      \"@type\": \"FAQPage\",\n      \"mainEntity\": [\n        {\n          \"@type\": \"Question\",\n          \"name\": \"\u00bfPor d\u00f3nde debe empezar una pyme que todav\u00eda no usa IA?\",\n          \"acceptedAnswer\": {\n            \"@type\": \"Answer\",\n            \"text\": \"Lo primero es definir problemas de negocio concretos, no elegir herramientas. Una pyme deber\u00eda identificar de 3 a 5 casos de uso donde la IA pueda ahorrar horas o mejorar ingresos, priorizarlos con una scorecard de impacto, esfuerzo, datos y urgencia, y a partir de ah\u00ed dise\u00f1ar un piloto de 8\u201312 semanas con m\u00e9tricas claras de \u00e9xito.\"\n          }\n        },\n        {\n          \"@type\": \"Question\",\n          \"name\": \"\u00bfC\u00f3mo s\u00e9 si un piloto de IA est\u00e1 funcionando de verdad?\",\n          \"acceptedAnswer\": {\n            \"@type\": \"Answer\",\n            \"text\": \"Un piloto funciona si mejora de forma cuantificable algunos indicadores clave del proceso: horas dedicadas, tiempos de respuesta, errores, tasa de cierre o ingresos. Antes de arrancar hay que fijar una l\u00ednea base y 2 o 3 KPIs. Si al comparar el antes y el despu\u00e9s no hay mejora clara, el piloto no est\u00e1 generando el retorno esperado.\"\n          }\n        },\n        {\n          \"@type\": \"Question\",\n          \"name\": \"\u00bfC\u00f3mo calculo el ROI de un proyecto de IA en mi empresa?\",\n          \"acceptedAnswer\": {\n            \"@type\": \"Answer\",\n            \"text\": \"El ROI se calcula con la f\u00f3rmula ROI = (Beneficio obtenido \u2212 Inversi\u00f3n) \u00f7 Inversi\u00f3n. En el contexto de IA, el beneficio combina el ahorro de horas por automatizaci\u00f3n, los ingresos adicionales por m\u00e1s ventas o mayor conversi\u00f3n y los costes evitados por menos errores o sanciones. Para facilitar el c\u00e1lculo, es \u00fatil utilizar una calculadora b\u00e1sica de ROI adaptada a estos proyectos.\"\n          }\n        },\n        {\n          \"@type\": \"Question\",\n          \"name\": \"\u00bfEs imprescindible tener datos perfectos antes de empezar con IA?\",\n          \"acceptedAnswer\": {\n            \"@type\": \"Answer\",\n            \"text\": \"No es necesario tener datos perfectos. Lo razonable es trabajar con datos m\u00ednimos viables, centr\u00e1ndose en limpiar y estructurar lo justo para el caso de uso elegido. Lo cr\u00edtico es evitar datos ca\u00f3ticos o desactualizados en los procesos donde se va a medir el ROI, e ir mejorando la calidad de forma iterativa a medida que se obtiene retorno.\"\n          }\n        },\n        {\n          \"@type\": \"Question\",\n          \"name\": \"\u00bfQu\u00e9 riesgos hay si aplico IA sin tener en cuenta el AI Act y el GDPR?\",\n          \"acceptedAnswer\": {\n            \"@type\": \"Answer\",\n            \"text\": \"Los riesgos principales son el tratamiento inadecuado de datos personales de empleados o clientes, la falta de base legal y de transparencia y unos controles de seguridad insuficientes. Esto puede derivar en sanciones regulatorias, p\u00e9rdida de confianza y bloqueo de proyectos. Por eso es recomendable definir una pol\u00edtica interna de uso de IA, revisar la clasificaci\u00f3n de riesgo seg\u00fan el AI Act y asegurar el cumplimiento del GDPR desde el dise\u00f1o.\"\n          }\n        }\n      ]\n    }\n  ]\n}\n<\/script>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-167e5c49 elemento-ancla e-flex e-con-boxed e-con e-parent\" data-id=\"167e5c49\" data-element_type=\"container\" id=\"bloque10\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-38c1a830 elementor-widget elementor-widget-text-editor\" data-id=\"38c1a830\" data-element_type=\"widget\" data-settings=\"{&quot;htmega_fe&quot;:&quot;no&quot;}\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<div class=\"rr-manifesto\" style=\"margin-top: 20px;\"><p><strong>\ud83d\udc49 Take the next step with the AI Checklist with ROI for SMEs.<\/strong><\/p><p>It&#039;s free, assesses your situation in less than 5 minutes, and clearly shows you where you have immediate return, which use cases to prioritize, and what to avoid.<\/p><p><a style=\"color: #176a4f; text-decoration: underline dotted;\" href=\"#\">Access the practical AI checklist with ROI here<\/a><\/p><p>With that diagnosis in hand, you can assess whether it makes sense to have a no-obligation exploratory meeting to review real opportunities for efficiency, sales, and automation applicable to your company.<\/p><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-19ed18d e-grid e-con-full e-con e-child\" data-id=\"19ed18d\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-7e85ba05 elementor-widget elementor-widget-button\" data-id=\"7e85ba05\" data-element_type=\"widget\" data-settings=\"{&quot;htmega_fe&quot;:&quot;no&quot;}\" data-widget_type=\"button.default\">\n\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/rumboyresultados.com\/gb\/en\/ponte-en-contacto\/\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Request an exploratory meeting<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-6cbfd04 e-flex e-con-boxed e-con e-parent\" data-id=\"6cbfd04\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-341cc75 e-con-full e-flex e-con e-child\" data-id=\"341cc75\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-77d6cc5 elementor-widget elementor-widget-heading\" data-id=\"77d6cc5\" data-element_type=\"widget\" data-settings=\"{&quot;htmega_fe&quot;:&quot;no&quot;}\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Would you like us to notify you when we publish new content?<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6c64c25 elementor-widget elementor-widget-text-editor\" data-id=\"6c64c25\" data-element_type=\"widget\" data-settings=\"{&quot;htmega_fe&quot;:&quot;no&quot;}\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>We value your time. 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class=\"post-category\">\n                                                                                <li><a href=\"https:\/\/rumboyresultados.com\/gb\/en\/category\/productividad-y-digitalizacion\/\" class=\"category productividad-y-digitalizacion\">AI and digitization<\/a><\/li>\n                                                                                    <li><a href=\"https:\/\/rumboyresultados.com\/gb\/en\/category\/empresas\/\" class=\"category empresas\">Companies<\/a><\/li>\n                                                                        <\/ul>\n                            \n                    \n                                                <h2><a href=\"https:\/\/rumboyresultados.com\/gb\/en\/paralisis-por-herramientas-y-automatizaciones\/\">Avoid paralysis by tools and automation<\/a><\/h2>\n                        \n                    \n                    <p>Many SMEs fall behind not due to a &quot;lack of digitization&quot;, but due to excessive complexity:<\/p>\n                    \n                                            <div class=\"post-btn\">\n                            <a class=\"readmore-btn\" href=\"https:\/\/rumboyresultados.com\/gb\/en\/paralisis-por-herramientas-y-automatizaciones\/\">Learn more<\/a>\n                        <\/div>\n                    \n                <\/div>\n            <\/div>\n                                    <\/div>\n\n                        \n                        \n                                                    <div class=\"htmega-single-post-slide htmega-postslider-layout-5\" >\n                                <div class=\"thumb\">\n                                    <a href=\"https:\/\/rumboyresultados.com\/gb\/en\/errores-alineacion-de-tu-equipo\/\"><img decoding=\"async\" width=\"1536\" height=\"1024\" src=\"https:\/\/rumboyresultados.com\/gb\/wp-content\/uploads\/2025\/10\/Bloqueos-que-frenan-la-alineacion-de-equipos.webp\" class=\"attachment-full size-full 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definir-rumbo-y-prioridades\">Define direction and priorities<\/a><\/li>\n                                                                                    <li><a href=\"https:\/\/rumboyresultados.com\/gb\/en\/category\/empresas\/\" class=\"category empresas\">Companies<\/a><\/li>\n                                                                        <\/ul>\n                            \n                    \n                                                <h2><a href=\"https:\/\/rumboyresultados.com\/gb\/en\/errores-alineacion-de-tu-equipo\/\">Three blocks that slow down the alignment of<\/a><\/h2>\n                        \n                    \n                    <p>When marketing, sales, and operations aren&#039;t rowing in the same direction, the problem is rarely<\/p>\n                    \n                                            <div class=\"post-btn\">\n                            <a class=\"readmore-btn\" href=\"https:\/\/rumboyresultados.com\/gb\/en\/errores-alineacion-de-tu-equipo\/\">Learn more<\/a>\n                        <\/div>\n                    \n                <\/div>\n            <\/div>\n                                    <\/div>\n\n                        \n                        \n                                                    <div class=\"htmega-single-post-slide htmega-postslider-layout-5\" >\n                                <div class=\"thumb\">\n                                    <a href=\"https:\/\/rumboyresultados.com\/gb\/en\/donde-se-fuga-tu-crecimiento\/\"><img loading=\"lazy\" decoding=\"async\" width=\"1536\" height=\"1024\" src=\"https:\/\/rumboyresultados.com\/gb\/wp-content\/uploads\/2025\/10\/Donde-se-fuga-tu-crecimiento.webp\" class=\"attachment-full size-full wp-post-image\" alt=\"Donde se fuga tu crecimiento\" srcset=\"https:\/\/rumboyresultados.com\/gb\/wp-content\/uploads\/2025\/10\/Donde-se-fuga-tu-crecimiento.webp 1536w, https:\/\/rumboyresultados.com\/gb\/wp-content\/uploads\/2025\/10\/Donde-se-fuga-tu-crecimiento-300x200.webp 300w, https:\/\/rumboyresultados.com\/gb\/wp-content\/uploads\/2025\/10\/Donde-se-fuga-tu-crecimiento-768x512.webp 768w\" sizes=\"(max-width: 1536px) 100vw, 1536px\" \/><\/a>\n                                <\/div>\n                                            <div class=\"content\">\n                <div class=\"post-inner\">\n                                                    <ul class=\"post-category\">\n                                                                                <li><a href=\"https:\/\/rumboyresultados.com\/gb\/en\/category\/estrategia-y-direccion\/\" class=\"category estrategia-y-direccion\">Strategy and direction<\/a><\/li>\n                                                                                    <li><a href=\"https:\/\/rumboyresultados.com\/gb\/en\/category\/empresas\/\" class=\"category empresas\">Companies<\/a><\/li>\n                     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(diagnosis)<\/a><\/h2>\n                        \n                    \n                    <p>Many small and medium-sized enterprises (SMEs) have energy, effort, and goodwill. What&#039;s lacking is clarity on how to connect that effort.<\/p>\n                    \n                                            <div class=\"post-btn\">\n                            <a class=\"readmore-btn\" href=\"https:\/\/rumboyresultados.com\/gb\/en\/donde-se-fuga-tu-crecimiento\/\">Learn more<\/a>\n                        <\/div>\n                    \n                <\/div>\n            <\/div>\n                                    <\/div>\n\n                        \n                        \n                                                    <div class=\"htmega-single-post-slide htmega-postslider-layout-5\" >\n                                <div class=\"thumb\">\n                                    <a href=\"https:\/\/rumboyresultados.com\/gb\/en\/errores-plan-de-marketing\/\"><img loading=\"lazy\" decoding=\"async\" width=\"1536\" height=\"1024\" src=\"https:\/\/rumboyresultados.com\/gb\/wp-content\/uploads\/2025\/10\/Tres-errores-que-diluyen-marketing.webp\" class=\"attachment-full size-full wp-post-image\" alt=\"Plan de marketing\" srcset=\"https:\/\/rumboyresultados.com\/gb\/wp-content\/uploads\/2025\/10\/Tres-errores-que-diluyen-marketing.webp 1536w, https:\/\/rumboyresultados.com\/gb\/wp-content\/uploads\/2025\/10\/Tres-errores-que-diluyen-marketing-300x200.webp 300w, https:\/\/rumboyresultados.com\/gb\/wp-content\/uploads\/2025\/10\/Tres-errores-que-diluyen-marketing-768x512.webp 768w\" sizes=\"(max-width: 1536px) 100vw, 1536px\" \/><\/a>\n                                <\/div>\n                                            <div class=\"content\">\n                <div class=\"post-inner\">\n                                                    <ul class=\"post-category\">\n                                                                                <li><a href=\"https:\/\/rumboyresultados.com\/gb\/en\/category\/marketing-y-ventas\/\" class=\"category marketing-y-ventas\">Marketing and sales<\/a><\/li>\n                                                                                    <li><a href=\"https:\/\/rumboyresultados.com\/gb\/en\/category\/empresas\/\" class=\"category empresas\">Companies<\/a><\/li>\n                                                                        <\/ul>\n                            \n                    \n                                                <h2><a href=\"https:\/\/rumboyresultados.com\/gb\/en\/errores-plan-de-marketing\/\">Three mistakes that dilute a plan<\/a><\/h2>\n                        \n                    \n                    <p>Having a plan isn&#039;t enough: if it gets diluted in practice, it won&#039;t move the needle. Identify<\/p>\n                    \n                                            <div class=\"post-btn\">\n                            <a class=\"readmore-btn\" href=\"https:\/\/rumboyresultados.com\/gb\/en\/errores-plan-de-marketing\/\">Learn more<\/a>\n                        <\/div>\n                    \n                <\/div>\n            <\/div>\n                                    <\/div>\n\n                        \n                        \n                                                    <div class=\"htmega-single-post-slide htmega-postslider-layout-5\" >\n                                <div class=\"thumb\">\n                                    <a href=\"https:\/\/rumboyresultados.com\/gb\/en\/errores-que-frenan-la-digitalizacion\/\"><img loading=\"lazy\" decoding=\"async\" width=\"1536\" height=\"1024\" src=\"https:\/\/rumboyresultados.com\/gb\/wp-content\/uploads\/2025\/10\/Errores-que-frenan-la-digitalizacion.webp\" class=\"attachment-full size-full wp-post-image\" alt=\"Errores que frenan la digitalizaci\u00f3n\" srcset=\"https:\/\/rumboyresultados.com\/gb\/wp-content\/uploads\/2025\/10\/Errores-que-frenan-la-digitalizacion.webp 1536w, https:\/\/rumboyresultados.com\/gb\/wp-content\/uploads\/2025\/10\/Errores-que-frenan-la-digitalizacion-300x200.webp 300w, https:\/\/rumboyresultados.com\/gb\/wp-content\/uploads\/2025\/10\/Errores-que-frenan-la-digitalizacion-768x512.webp 768w\" sizes=\"(max-width: 1536px) 100vw, 1536px\" \/><\/a>\n                                <\/div>\n                                            <div class=\"content\">\n                <div class=\"post-inner\">\n                                                    <ul class=\"post-category\">\n                                                                                <li><a href=\"https:\/\/rumboyresultados.com\/gb\/en\/category\/productividad-y-digitalizacion\/\" class=\"category productividad-y-digitalizacion\">AI and digitization<\/a><\/li>\n                                                                                    <li><a href=\"https:\/\/rumboyresultados.com\/gb\/en\/category\/empresas\/\" class=\"category empresas\">Companies<\/a><\/li>\n                                                                        <\/ul>\n                            \n                    \n                                                <h2><a href=\"https:\/\/rumboyresultados.com\/gb\/en\/errores-que-frenan-la-digitalizacion\/\">Three mistakes that hinder digitization (although<\/a><\/h2>\n                        \n                    \n                    <p>In recent years, thousands of SMEs have invested in digital tools, training and subsidized services<\/p>\n                    \n                                            <div class=\"post-btn\">\n                            <a class=\"readmore-btn\" href=\"https:\/\/rumboyresultados.com\/gb\/en\/errores-que-frenan-la-digitalizacion\/\">Learn more<\/a>\n                        <\/div>\n                    \n                <\/div>\n            <\/div>\n                                    <\/div>\n\n                        \n                        \n                                                    <div class=\"htmega-single-post-slide htmega-postslider-layout-5\" >\n                                <div class=\"thumb\">\n                                    <a href=\"https:\/\/rumboyresultados.com\/gb\/en\/seo-al-aio\/\"><img loading=\"lazy\" decoding=\"async\" width=\"1536\" height=\"1024\" src=\"https:\/\/rumboyresultados.com\/gb\/wp-content\/uploads\/2025\/09\/SEO-al-AIO.webp\" class=\"attachment-full size-full wp-post-image\" alt=\"SEO al AIO\" srcset=\"https:\/\/rumboyresultados.com\/gb\/wp-content\/uploads\/2025\/09\/SEO-al-AIO.webp 1536w, https:\/\/rumboyresultados.com\/gb\/wp-content\/uploads\/2025\/09\/SEO-al-AIO-300x200.webp 300w, https:\/\/rumboyresultados.com\/gb\/wp-content\/uploads\/2025\/09\/SEO-al-AIO-768x512.webp 768w\" sizes=\"(max-width: 1536px) 100vw, 1536px\" \/><\/a>\n                                <\/div>\n                                            <div class=\"content\">\n                <div class=\"post-inner\">\n                                                    <ul class=\"post-category\">\n                                                                                <li><a href=\"https:\/\/rumboyresultados.com\/gb\/en\/category\/productividad-y-digitalizacion\/\" class=\"category productividad-y-digitalizacion\">AI and digitization<\/a><\/li>\n                                                                                    <li><a href=\"https:\/\/rumboyresultados.com\/gb\/en\/category\/empresas\/\" class=\"category empresas\">Companies<\/a><\/li>\n                                                                                    <li><a href=\"https:\/\/rumboyresultados.com\/gb\/en\/category\/marketing-y-ventas\/\" class=\"category marketing-y-ventas\">Marketing and sales<\/a><\/li>\n                                                                        <\/ul>\n                            \n                    \n                                                <h2><a href=\"https:\/\/rumboyresultados.com\/gb\/en\/seo-al-aio\/\">From SEO to AIO: how to be relevant<\/a><\/h2>\n                        \n                    \n                    <p>Many SMEs still measure their &quot;digitalization&quot; by having a website and social media presence. The market is moving two steps further.<\/p>\n                    \n                                            <div class=\"post-btn\">\n                            <a class=\"readmore-btn\" href=\"https:\/\/rumboyresultados.com\/gb\/en\/seo-al-aio\/\">Learn more<\/a>\n                        <\/div>\n                    \n                <\/div>\n            <\/div>\n                                    <\/div>\n\n                        \n                        \n                                                    <div class=\"htmega-single-post-slide htmega-postslider-layout-5\" >\n                                <div class=\"thumb\">\n                                    <a href=\"https:\/\/rumboyresultados.com\/gb\/en\/aio-analytics-medicion-visibilidad-seo-ia\/\"><img loading=\"lazy\" decoding=\"async\" width=\"1536\" height=\"1024\" src=\"https:\/\/rumboyresultados.com\/gb\/wp-content\/uploads\/2025\/10\/AIO-Analytics.webp\" class=\"attachment-full size-full wp-post-image\" alt=\"AIO analytics\" srcset=\"https:\/\/rumboyresultados.com\/gb\/wp-content\/uploads\/2025\/10\/AIO-Analytics.webp 1536w, https:\/\/rumboyresultados.com\/gb\/wp-content\/uploads\/2025\/10\/AIO-Analytics-300x200.webp 300w, https:\/\/rumboyresultados.com\/gb\/wp-content\/uploads\/2025\/10\/AIO-Analytics-768x512.webp 768w\" sizes=\"(max-width: 1536px) 100vw, 1536px\" \/><\/a>\n                                <\/div>\n                                            <div class=\"content\">\n                <div class=\"post-inner\">\n                                                    <ul class=\"post-category\">\n                                                                                <li><a href=\"https:\/\/rumboyresultados.com\/gb\/en\/category\/productividad-y-digitalizacion\/\" class=\"category productividad-y-digitalizacion\">AI and digitization<\/a><\/li>\n                                                                                    <li><a href=\"https:\/\/rumboyresultados.com\/gb\/en\/category\/empresas\/\" class=\"category empresas\">Companies<\/a><\/li>\n                                                                        <\/ul>\n                            \n                    \n                                                <h2><a href=\"https:\/\/rumboyresultados.com\/gb\/en\/aio-analytics-medicion-visibilidad-seo-ia\/\">AIO Analytics: How to measure combined visibility<\/a><\/h2>\n                        \n                    \n                    <p>Traditional SEO measured positions, impressions, and clicks. Today, some visibility happens outside of those areas.<\/p>\n                    \n                                            <div class=\"post-btn\">\n                            <a class=\"readmore-btn\" href=\"https:\/\/rumboyresultados.com\/gb\/en\/aio-analytics-medicion-visibilidad-seo-ia\/\">Learn more<\/a>\n                        <\/div>\n                    \n                <\/div>\n            <\/div>\n                                    <\/div>\n\n                        \n                        \n                                                    <div class=\"htmega-single-post-slide htmega-postslider-layout-5\" >\n                                <div class=\"thumb\">\n                                    <a href=\"https:\/\/rumboyresultados.com\/gb\/en\/navegador-openai-nueva-forma-buscar\/\"><img loading=\"lazy\" decoding=\"async\" width=\"1536\" height=\"1024\" src=\"https:\/\/rumboyresultados.com\/gb\/wp-content\/uploads\/2025\/10\/OpenaAI-Atlas.webp\" class=\"attachment-full size-full wp-post-image\" alt=\"Navegador OpenAI\" srcset=\"https:\/\/rumboyresultados.com\/gb\/wp-content\/uploads\/2025\/10\/OpenaAI-Atlas.webp 1536w, https:\/\/rumboyresultados.com\/gb\/wp-content\/uploads\/2025\/10\/OpenaAI-Atlas-300x200.webp 300w, https:\/\/rumboyresultados.com\/gb\/wp-content\/uploads\/2025\/10\/OpenaAI-Atlas-768x512.webp 768w\" sizes=\"(max-width: 1536px) 100vw, 1536px\" \/><\/a>\n                                <\/div>\n                                            <div class=\"content\">\n                <div class=\"post-inner\">\n                                                    <ul class=\"post-category\">\n                                                                                <li><a href=\"https:\/\/rumboyresultados.com\/gb\/en\/category\/productividad-y-digitalizacion\/\" class=\"category productividad-y-digitalizacion\">AI and digitization<\/a><\/li>\n                                                                                    <li><a href=\"https:\/\/rumboyresultados.com\/gb\/en\/category\/empresas\/\" class=\"category empresas\">Companies<\/a><\/li>\n                                                                        <\/ul>\n                            \n                    \n                                                <h2><a href=\"https:\/\/rumboyresultados.com\/gb\/en\/navegador-openai-nueva-forma-buscar\/\">The OpenAI browser for SMEs and startups:<\/a><\/h2>\n                        \n                    \n                    <p>OpenAI has integrated its assistant directly into a browser: actionable summaries, comparisons, and semi-automatic tasks<\/p>\n                    \n                                            <div class=\"post-btn\">\n                            <a class=\"readmore-btn\" href=\"https:\/\/rumboyresultados.com\/gb\/en\/navegador-openai-nueva-forma-buscar\/\">Learn more<\/a>\n                        <\/div>\n                    \n                <\/div>\n            <\/div>\n                                    <\/div>\n\n                        \n                        \n                                                    <div class=\"htmega-single-post-slide htmega-postslider-layout-5\" >\n                                <div class=\"thumb\">\n                                    <a href=\"https:\/\/rumboyresultados.com\/gb\/en\/donde-la-ia-si-ahorra-tiempo\/\"><img loading=\"lazy\" decoding=\"async\" width=\"1536\" height=\"1024\" src=\"https:\/\/rumboyresultados.com\/gb\/wp-content\/uploads\/2025\/10\/Donde-la-IA-si-ahorra-tiempo-y-donde-no.webp\" class=\"attachment-full size-full wp-post-image\" alt=\"IA s\u00ed ahorra tiempo\" srcset=\"https:\/\/rumboyresultados.com\/gb\/wp-content\/uploads\/2025\/10\/Donde-la-IA-si-ahorra-tiempo-y-donde-no.webp 1536w, https:\/\/rumboyresultados.com\/gb\/wp-content\/uploads\/2025\/10\/Donde-la-IA-si-ahorra-tiempo-y-donde-no-300x200.webp 300w, https:\/\/rumboyresultados.com\/gb\/wp-content\/uploads\/2025\/10\/Donde-la-IA-si-ahorra-tiempo-y-donde-no-768x512.webp 768w\" sizes=\"(max-width: 1536px) 100vw, 1536px\" \/><\/a>\n                                <\/div>\n                                            <div class=\"content\">\n                <div class=\"post-inner\">\n                                                    <ul class=\"post-category\">\n                                                                                <li><a href=\"https:\/\/rumboyresultados.com\/gb\/en\/category\/productividad-y-digitalizacion\/\" class=\"category productividad-y-digitalizacion\">AI and digitization<\/a><\/li>\n                                                                                    <li><a href=\"https:\/\/rumboyresultados.com\/gb\/en\/category\/empresas\/\" class=\"category empresas\">Companies<\/a><\/li>\n                                                                                    <li><a href=\"https:\/\/rumboyresultados.com\/gb\/en\/category\/estrategia-y-direccion\/\" class=\"category estrategia-y-direccion\">Strategy and direction<\/a><\/li>\n                                                                        <\/ul>\n                            \n                    \n                                                <h2><a href=\"https:\/\/rumboyresultados.com\/gb\/en\/donde-la-ia-si-ahorra-tiempo\/\">Where AI does save time (and<\/a><\/h2>\n                        \n                    \n                    <p>In SMEs, AI isn&#039;t a universal shortcut. It doesn&#039;t save you from thinking: it saves you from repeating.<\/p>\n                    \n                                            <div class=\"post-btn\">\n                            <a class=\"readmore-btn\" href=\"https:\/\/rumboyresultados.com\/gb\/en\/donde-la-ia-si-ahorra-tiempo\/\">Learn more<\/a>\n                        <\/div>\n                    \n                <\/div>\n            <\/div>\n                                    <\/div>\n\n                        \n                        \n                                                    <div class=\"htmega-single-post-slide htmega-postslider-layout-5\" >\n                                <div class=\"thumb\">\n                                    <a href=\"https:\/\/rumboyresultados.com\/gb\/en\/crecer-sin-ahogarte-en-herramientas-digitales\/\"><img loading=\"lazy\" decoding=\"async\" width=\"1536\" height=\"1024\" src=\"https:\/\/rumboyresultados.com\/gb\/wp-content\/uploads\/2025\/10\/Herramientas-digitales.webp\" class=\"attachment-full size-full wp-post-image\" alt=\"Herramientas digitales\" srcset=\"https:\/\/rumboyresultados.com\/gb\/wp-content\/uploads\/2025\/10\/Herramientas-digitales.webp 1536w, https:\/\/rumboyresultados.com\/gb\/wp-content\/uploads\/2025\/10\/Herramientas-digitales-300x200.webp 300w, https:\/\/rumboyresultados.com\/gb\/wp-content\/uploads\/2025\/10\/Herramientas-digitales-768x512.webp 768w\" sizes=\"(max-width: 1536px) 100vw, 1536px\" \/><\/a>\n                                <\/div>\n                                            <div class=\"content\">\n                <div class=\"post-inner\">\n                                                    <ul class=\"post-category\">\n                                                                                <li><a href=\"https:\/\/rumboyresultados.com\/gb\/en\/category\/productividad-y-digitalizacion\/\" class=\"category productividad-y-digitalizacion\">AI and digitization<\/a><\/li>\n                                                                                    <li><a href=\"https:\/\/rumboyresultados.com\/gb\/en\/category\/empresas\/\" class=\"category empresas\">Companies<\/a><\/li>\n                                                                        <\/ul>\n                            \n                    \n                                                <h2><a href=\"https:\/\/rumboyresultados.com\/gb\/en\/crecer-sin-ahogarte-en-herramientas-digitales\/\">How to grow without drowning in digital tools<\/a><\/h2>\n                        \n                    \n                    <p>Many SMEs have accumulated a stack of CRM, email, networks, automation, analytics and AI out of fashion or fear of &quot;being left behind&quot;.<\/p>\n                    \n                                            <div class=\"post-btn\">\n                            <a class=\"readmore-btn\" href=\"https:\/\/rumboyresultados.com\/gb\/en\/crecer-sin-ahogarte-en-herramientas-digitales\/\">Learn more<\/a>\n                        <\/div>\n                    \n                <\/div>\n            <\/div>\n                                    <\/div>\n\n                        \n                        \n                                                    <div class=\"htmega-single-post-slide htmega-postslider-layout-5\" >\n                                <div class=\"thumb\">\n                                    <a href=\"https:\/\/rumboyresultados.com\/gb\/en\/tres-errores-que-frenan-el-crecimiento\/\"><img loading=\"lazy\" decoding=\"async\" width=\"1536\" height=\"1024\" src=\"https:\/\/rumboyresultados.com\/gb\/wp-content\/uploads\/2025\/10\/Errores-frenan-el-crecimiento-.webp\" class=\"attachment-full size-full wp-post-image\" alt=\"Errores que frenan el crecimiento\" srcset=\"https:\/\/rumboyresultados.com\/gb\/wp-content\/uploads\/2025\/10\/Errores-frenan-el-crecimiento-.webp 1536w, https:\/\/rumboyresultados.com\/gb\/wp-content\/uploads\/2025\/10\/Errores-frenan-el-crecimiento--300x200.webp 300w, https:\/\/rumboyresultados.com\/gb\/wp-content\/uploads\/2025\/10\/Errores-frenan-el-crecimiento--768x512.webp 768w\" sizes=\"(max-width: 1536px) 100vw, 1536px\" \/><\/a>\n                                <\/div>\n                                            <div class=\"content\">\n                <div class=\"post-inner\">\n                                                    <ul class=\"post-category\">\n                                                                                <li><a href=\"https:\/\/rumboyresultados.com\/gb\/en\/category\/estrategia-y-direccion\/\" class=\"category estrategia-y-direccion\">Strategy and direction<\/a><\/li>\n                                                                                    <li><a href=\"https:\/\/rumboyresultados.com\/gb\/en\/category\/empresas\/\" class=\"category empresas\">Companies<\/a><\/li>\n                                                                                    <li><a href=\"https:\/\/rumboyresultados.com\/gb\/en\/category\/marketing-y-ventas\/\" class=\"category marketing-y-ventas\">Marketing and sales<\/a><\/li>\n                                                                        <\/ul>\n                            \n                    \n                                                <h2><a href=\"https:\/\/rumboyresultados.com\/gb\/en\/tres-errores-que-frenan-el-crecimiento\/\">Three mistakes that hinder growth<\/a><\/h2>\n                        \n                    \n                    <p>Many small and medium-sized enterprises (SMEs) have energy, effort, and goodwill. What&#039;s lacking is clarity on how to connect that effort.<\/p>\n                    \n                                            <div class=\"post-btn\">\n                            <a class=\"readmore-btn\" href=\"https:\/\/rumboyresultados.com\/gb\/en\/tres-errores-que-frenan-el-crecimiento\/\">Learn more<\/a>\n                        <\/div>\n                    \n                <\/div>\n            <\/div>\n                                    <\/div>\n\n                        \n                        \n                                                    <div class=\"htmega-single-post-slide htmega-postslider-layout-5\" >\n                                <div class=\"thumb\">\n                                    <a href=\"https:\/\/rumboyresultados.com\/gb\/en\/consultor-externo-vs-fichaje-estrella\/\"><img loading=\"lazy\" decoding=\"async\" width=\"1536\" height=\"1024\" src=\"https:\/\/rumboyresultados.com\/gb\/wp-content\/uploads\/2025\/10\/Consultor-versus-Estrella-del-Rock.webp\" class=\"attachment-full size-full wp-post-image\" alt=\"consultor externo vs fichaje estrella\" srcset=\"https:\/\/rumboyresultados.com\/gb\/wp-content\/uploads\/2025\/10\/Consultor-versus-Estrella-del-Rock.webp 1536w, https:\/\/rumboyresultados.com\/gb\/wp-content\/uploads\/2025\/10\/Consultor-versus-Estrella-del-Rock-300x200.webp 300w, https:\/\/rumboyresultados.com\/gb\/wp-content\/uploads\/2025\/10\/Consultor-versus-Estrella-del-Rock-768x512.webp 768w\" sizes=\"(max-width: 1536px) 100vw, 1536px\" \/><\/a>\n                                <\/div>\n                                            <div class=\"content\">\n                <div class=\"post-inner\">\n                                                    <ul class=\"post-category\">\n                                                                                <li><a href=\"https:\/\/rumboyresultados.com\/gb\/en\/category\/estrategia-y-direccion\/\" class=\"category estrategia-y-direccion\">Strategy and direction<\/a><\/li>\n                                                                                    <li><a href=\"https:\/\/rumboyresultados.com\/gb\/en\/category\/empresas\/\" class=\"category empresas\">Companies<\/a><\/li>\n                                                                        <\/ul>\n                            \n                    \n                                                <h2><a href=\"https:\/\/rumboyresultados.com\/gb\/en\/consultor-externo-vs-fichaje-estrella\/\">External consultant vs star signing<\/a><\/h2>\n                        \n                    \n                    <p>Choosing between an external consultant and a star internal recruit is a key strategic decision.<\/p>\n                    \n                                            <div class=\"post-btn\">\n                            <a class=\"readmore-btn\" href=\"https:\/\/rumboyresultados.com\/gb\/en\/consultor-externo-vs-fichaje-estrella\/\">Learn more<\/a>\n                        <\/div>\n                    \n                <\/div>\n            <\/div>\n                                    <\/div>\n\n                        \n                        \n                                                    <div class=\"htmega-single-post-slide htmega-postslider-layout-5\" >\n                                <div class=\"thumb\">\n                                    <a href=\"https:\/\/rumboyresultados.com\/gb\/en\/caso-practico-de-embudo\/\"><img loading=\"lazy\" decoding=\"async\" width=\"1536\" height=\"1024\" src=\"https:\/\/rumboyresultados.com\/gb\/wp-content\/uploads\/2025\/10\/Embudo.webp\" class=\"attachment-full size-full wp-post-image\" alt=\"Caso pr\u00e1ctico de embudo\" srcset=\"https:\/\/rumboyresultados.com\/gb\/wp-content\/uploads\/2025\/10\/Embudo.webp 1536w, https:\/\/rumboyresultados.com\/gb\/wp-content\/uploads\/2025\/10\/Embudo-300x200.webp 300w, https:\/\/rumboyresultados.com\/gb\/wp-content\/uploads\/2025\/10\/Embudo-768x512.webp 768w\" sizes=\"(max-width: 1536px) 100vw, 1536px\" \/><\/a>\n                                <\/div>\n                                            <div class=\"content\">\n                <div class=\"post-inner\">\n                                                    <ul class=\"post-category\">\n                                                                                <li><a href=\"https:\/\/rumboyresultados.com\/gb\/en\/category\/guias-y-ebooks\/\" class=\"category guias-y-ebooks\">Guides and eBooks<\/a><\/li>\n                                                                                    <li><a href=\"https:\/\/rumboyresultados.com\/gb\/en\/category\/marketing-y-ventas\/captacion-de-clientes\/\" class=\"category captacion-de-clientes\">Customer acquisition<\/a><\/li>\n                                                                                    <li><a href=\"https:\/\/rumboyresultados.com\/gb\/en\/category\/empresas\/\" class=\"category empresas\">Companies<\/a><\/li>\n                                                                                    <li><a href=\"https:\/\/rumboyresultados.com\/gb\/en\/category\/marketing-y-ventas\/\" class=\"category marketing-y-ventas\">Marketing and sales<\/a><\/li>\n                                                                        <\/ul>\n                            \n                    \n                                                <h2><a href=\"https:\/\/rumboyresultados.com\/gb\/en\/caso-practico-de-embudo\/\">Funnel case study: how an SME<\/a><\/h2>\n                        \n                    \n                    <p>A lead generation and conversion funnel isn&#039;t just a pretty graphic: it&#039;s a living system that<\/p>\n                    \n                                            <div class=\"post-btn\">\n                            <a class=\"readmore-btn\" href=\"https:\/\/rumboyresultados.com\/gb\/en\/caso-practico-de-embudo\/\">Learn more<\/a>\n                        <\/div>\n                    \n                <\/div>\n            <\/div>\n                                    <\/div>\n\n                        \n                        \n                                                    <div class=\"htmega-single-post-slide htmega-postslider-layout-5\" >\n                                <div class=\"thumb\">\n                                    <a href=\"https:\/\/rumboyresultados.com\/gb\/en\/roi-en-proyectos-de-ia\/\"><img loading=\"lazy\" decoding=\"async\" width=\"1536\" height=\"1024\" src=\"https:\/\/rumboyresultados.com\/gb\/wp-content\/uploads\/2025\/10\/Tres-errores-ROI-IA.webp\" class=\"attachment-full size-full wp-post-image\" alt=\"ROI en proyectos de IA\" srcset=\"https:\/\/rumboyresultados.com\/gb\/wp-content\/uploads\/2025\/10\/Tres-errores-ROI-IA.webp 1536w, https:\/\/rumboyresultados.com\/gb\/wp-content\/uploads\/2025\/10\/Tres-errores-ROI-IA-300x200.webp 300w, https:\/\/rumboyresultados.com\/gb\/wp-content\/uploads\/2025\/10\/Tres-errores-ROI-IA-768x512.webp 768w\" sizes=\"(max-width: 1536px) 100vw, 1536px\" \/><\/a>\n                                <\/div>\n                                            <div class=\"content\">\n                <div class=\"post-inner\">\n                                                    <ul class=\"post-category\">\n                                                                                <li><a href=\"https:\/\/rumboyresultados.com\/gb\/en\/category\/empresas\/\" class=\"category empresas\">Companies<\/a><\/li>\n                                                                                    <li><a href=\"https:\/\/rumboyresultados.com\/gb\/en\/category\/productividad-y-digitalizacion\/\" class=\"category productividad-y-digitalizacion\">AI and digitization<\/a><\/li>\n                                                                        <\/ul>\n                            \n                    \n                                                <h2><a href=\"https:\/\/rumboyresultados.com\/gb\/en\/roi-en-proyectos-de-ia\/\">Three mistakes that slow down ROI in<\/a><\/h2>\n                        \n                    \n                    <p>AI doesn&#039;t fail because of technology, it fails because of management. If you run an SME and want to convert<\/p>\n                    \n                                            <div class=\"post-btn\">\n                            <a class=\"readmore-btn\" href=\"https:\/\/rumboyresultados.com\/gb\/en\/roi-en-proyectos-de-ia\/\">Learn more<\/a>\n                        <\/div>\n                    \n                <\/div>\n            <\/div>\n                                    <\/div>\n\n                        \n                        \n                                                    <div class=\"htmega-single-post-slide htmega-postslider-layout-5\" >\n                                <div class=\"thumb\">\n                                    <a href=\"https:\/\/rumboyresultados.com\/gb\/en\/copilot-o-chatgpt-no-significa-tener-inteligencia-artificial\/\"><img loading=\"lazy\" decoding=\"async\" width=\"1536\" height=\"1024\" src=\"https:\/\/rumboyresultados.com\/gb\/wp-content\/uploads\/2025\/12\/IA-no-es-copilot.webp\" class=\"attachment-full size-full wp-post-image\" alt=\"\" srcset=\"https:\/\/rumboyresultados.com\/gb\/wp-content\/uploads\/2025\/12\/IA-no-es-copilot.webp 1536w, https:\/\/rumboyresultados.com\/gb\/wp-content\/uploads\/2025\/12\/IA-no-es-copilot-300x200.webp 300w, https:\/\/rumboyresultados.com\/gb\/wp-content\/uploads\/2025\/12\/IA-no-es-copilot-768x512.webp 768w, https:\/\/rumboyresultados.com\/gb\/wp-content\/uploads\/2025\/12\/IA-no-es-copilot-18x12.webp 18w\" sizes=\"(max-width: 1536px) 100vw, 1536px\" \/><\/a>\n                                <\/div>\n                                            <div class=\"content\">\n                <div class=\"post-inner\">\n                                                    <ul class=\"post-category\">\n                                                                                <li><a href=\"https:\/\/rumboyresultados.com\/gb\/en\/category\/empresas\/\" class=\"category empresas\">Companies<\/a><\/li>\n                                                                                    <li><a href=\"https:\/\/rumboyresultados.com\/gb\/en\/category\/productividad-y-digitalizacion\/\" class=\"category productividad-y-digitalizacion\">AI and digitization<\/a><\/li>\n                                                                        <\/ul>\n                            \n                    \n                                                <h2><a href=\"https:\/\/rumboyresultados.com\/gb\/en\/copilot-o-chatgpt-no-significa-tener-inteligencia-artificial\/\">Copilot or ChatGPT does not mean having intelligence<\/a><\/h2>\n                        \n                    \n                    <p>The 80% for SMEs uses AI only because it&#039;s included in their suite. This analysis explains.<\/p>\n                    \n                                            <div class=\"post-btn\">\n                            <a class=\"readmore-btn\" href=\"https:\/\/rumboyresultados.com\/gb\/en\/copilot-o-chatgpt-no-significa-tener-inteligencia-artificial\/\">Learn more<\/a>\n                        <\/div>\n                    \n                <\/div>\n            <\/div>\n                                    <\/div>\n\n                        \n                        \n                                                    <div class=\"htmega-single-post-slide htmega-postslider-layout-5\" >\n                                <div class=\"thumb\">\n                                    <a href=\"https:\/\/rumboyresultados.com\/gb\/en\/alinear-marketing-ventas-y-operaciones\/\"><img loading=\"lazy\" decoding=\"async\" width=\"1536\" height=\"1024\" src=\"https:\/\/rumboyresultados.com\/gb\/wp-content\/uploads\/2025\/10\/Alineacion-de-tu-equipo.webp\" class=\"attachment-full size-full wp-post-image\" alt=\"alinear marketing ventas y operaciones\" srcset=\"https:\/\/rumboyresultados.com\/gb\/wp-content\/uploads\/2025\/10\/Alineacion-de-tu-equipo.webp 1536w, https:\/\/rumboyresultados.com\/gb\/wp-content\/uploads\/2025\/10\/Alineacion-de-tu-equipo-300x200.webp 300w, https:\/\/rumboyresultados.com\/gb\/wp-content\/uploads\/2025\/10\/Alineacion-de-tu-equipo-768x512.webp 768w\" sizes=\"(max-width: 1536px) 100vw, 1536px\" \/><\/a>\n                                <\/div>\n                                            <div class=\"content\">\n                <div class=\"post-inner\">\n                                                    <ul class=\"post-category\">\n                                                                                <li><a href=\"https:\/\/rumboyresultados.com\/gb\/en\/category\/estrategia-y-direccion\/\" class=\"category estrategia-y-direccion\">Strategy and direction<\/a><\/li>\n                                                                                    <li><a href=\"https:\/\/rumboyresultados.com\/gb\/en\/category\/empresas\/\" class=\"category empresas\">Companies<\/a><\/li>\n                                                                        <\/ul>\n                            \n                    \n                                                <h2><a href=\"https:\/\/rumboyresultados.com\/gb\/en\/alinear-marketing-ventas-y-operaciones\/\">How to align marketing, sales, and operations: what<\/a><\/h2>\n                        \n                    \n                    <p>In SMEs, AI isn&#039;t a universal shortcut. It doesn&#039;t save you from thinking: it saves you from repeating.<\/p>\n                    \n                                            <div class=\"post-btn\">\n                            <a class=\"readmore-btn\" href=\"https:\/\/rumboyresultados.com\/gb\/en\/alinear-marketing-ventas-y-operaciones\/\">Learn more<\/a>\n                        <\/div>\n                    \n                <\/div>\n            <\/div>\n                                    <\/div>\n\n                        \n                        \n                                                    <div class=\"htmega-single-post-slide htmega-postslider-layout-5\" >\n                                <div class=\"thumb\">\n                                    <a href=\"https:\/\/rumboyresultados.com\/gb\/en\/ia-practica-con-roi\/\"><img loading=\"lazy\" decoding=\"async\" width=\"1536\" height=\"1024\" src=\"https:\/\/rumboyresultados.com\/gb\/wp-content\/uploads\/2025\/09\/Reunio-IA-Portada.png\" class=\"attachment-full size-full wp-post-image\" alt=\"IA pr\u00e1ctica con ROI\" srcset=\"https:\/\/rumboyresultados.com\/gb\/wp-content\/uploads\/2025\/09\/Reunio-IA-Portada.png 1536w, https:\/\/rumboyresultados.com\/gb\/wp-content\/uploads\/2025\/09\/Reunio-IA-Portada-300x200.png 300w, https:\/\/rumboyresultados.com\/gb\/wp-content\/uploads\/2025\/09\/Reunio-IA-Portada-1024x683.png 1024w, https:\/\/rumboyresultados.com\/gb\/wp-content\/uploads\/2025\/09\/Reunio-IA-Portada-768x512.png 768w\" sizes=\"(max-width: 1536px) 100vw, 1536px\" \/><\/a>\n                                <\/div>\n                                            <div class=\"content\">\n                <div class=\"post-inner\">\n                                                    <ul class=\"post-category\">\n                                                                                <li><a href=\"https:\/\/rumboyresultados.com\/gb\/en\/category\/empresas\/\" class=\"category empresas\">Companies<\/a><\/li>\n    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                               <h2><a href=\"https:\/\/rumboyresultados.com\/gb\/en\/5-senales-estrategia-pyme\/\">5 signs you need to redefine your<\/a><\/h2>\n                        \n                    \n                    <p>Are your sales not growing, are customers comparing you based on price, or is your team performing poorly?<\/p>\n                    \n                                            <div class=\"post-btn\">\n                            <a class=\"readmore-btn\" href=\"https:\/\/rumboyresultados.com\/gb\/en\/5-senales-estrategia-pyme\/\">Learn more<\/a>\n                        <\/div>\n                    \n                <\/div>\n            <\/div>\n                                    <\/div>\n\n                        \n                        \n                                                    <div class=\"htmega-single-post-slide htmega-postslider-layout-5\" >\n                                <div class=\"thumb\">\n                                    <a 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class=\"elementor-button-text\">Visit our blog<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\n    <div class=\"xs_social_share_widget xs_share_url after_content \t\tmain_content  wslu-style-1 wslu-share-box-shaped wslu-fill-colored wslu-none wslu-share-horizontal wslu-theme-font-no wslu-main_content\">\n\n\t\t\n        <ul>\n\t\t\t        <\/ul>\n    <\/div>","protected":false},"excerpt":{"rendered":"<p>Artificial intelligence is no longer a luxury reserved for large corporations or startups: it&#039;s also within reach of SMEs. In this article, you&#039;ll discover how to apply AI strategically and measure its real return, avoiding waste and projects that go nowhere. We analyze the most common pain points, the consequences of not getting on board, and a practical phased plan with clear ROI examples.<\/p>","protected":false},"author":1,"featured_media":9528,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"content-type":"","site-sidebar-layout":"left-sidebar","site-content-layout":"","ast-site-content-layout":"narrow-width-container","site-content-style":"boxed","site-sidebar-style":"boxed","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"disabled","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","ast-disable-related-posts":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"default","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"footnotes":""},"categories":[44,41],"tags":[30],"class_list":["post-9496","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-empresas","category-productividad-y-digitalizacion","tag-empresas"],"_links":{"self":[{"href":"https:\/\/rumboyresultados.com\/gb\/en\/wp-json\/wp\/v2\/posts\/9496","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/rumboyresultados.com\/gb\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/rumboyresultados.com\/gb\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/rumboyresultados.com\/gb\/en\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/rumboyresultados.com\/gb\/en\/wp-json\/wp\/v2\/comments?post=9496"}],"version-history":[{"count":0,"href":"https:\/\/rumboyresultados.com\/gb\/en\/wp-json\/wp\/v2\/posts\/9496\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/rumboyresultados.com\/gb\/en\/wp-json\/wp\/v2\/media\/9528"}],"wp:attachment":[{"href":"https:\/\/rumboyresultados.com\/gb\/en\/wp-json\/wp\/v2\/media?parent=9496"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/rumboyresultados.com\/gb\/en\/wp-json\/wp\/v2\/categories?post=9496"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/rumboyresultados.com\/gb\/en\/wp-json\/wp\/v2\/tags?post=9496"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}