{"id":18255,"date":"2026-01-21T09:00:00","date_gmt":"2026-01-21T07:00:00","guid":{"rendered":"https:\/\/rumboyresultados.com\/gb\/?p=18255"},"modified":"2025-12-11T19:31:52","modified_gmt":"2025-12-11T17:31:52","slug":"copilot-o-chatgpt-no-significa-tener-inteligencia-artificial","status":"publish","type":"post","link":"https:\/\/rumboyresultados.com\/gb\/en\/copilot-o-chatgpt-no-significa-tener-inteligencia-artificial\/","title":{"rendered":"Copilot or ChatGPT does not mean having artificial intelligence"},"content":{"rendered":"<div data-elementor-type=\"wp-post\" data-elementor-id=\"18255\" class=\"elementor elementor-18255\">\n\t\t\t\t<div class=\"elementor-element elementor-element-57e0140e e-flex e-con-boxed e-con e-parent\" data-id=\"57e0140e\" 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-2d25a92d elementor-widget elementor-widget-html\" data-id=\"2d25a92d\" 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-572ed917 e-con-full e-flex e-con e-parent\" data-id=\"572ed917\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-2c5be8e elementor-widget elementor-widget-heading\" data-id=\"2c5be8e\" data-element_type=\"widget\" data-settings=\"{&quot;htmega_fe&quot;:&quot;no&quot;}\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h1 class=\"elementor-heading-title elementor-size-default\">Why paying for Copilot or ChatGPT doesn&#039;t mean having artificial intelligence in your company: AI without the hype for SMEs<\/h1>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-314a528a elementor-widget elementor-widget-text-editor\" data-id=\"314a528a\" 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 class=\"rr-lead\">The 80% for SMEs uses AI only because it&#039;s included in their suite. This analysis explains why that doesn&#039;t generate impact and how to apply AI with a return on investment by 2026.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-18feb0f3 elementor-widget elementor-widget-heading\" data-id=\"18feb0f3\" data-element_type=\"widget\" data-settings=\"{&quot;htmega_fe&quot;:&quot;no&quot;}\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\">Published January 8, 2025 \u00b7 Category: Companies \u00b7 Strategy and Management<\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-3c15e529 e-con-full e-flex e-con e-parent\" data-id=\"3c15e529\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-22f48a5 elementor-widget__width-inherit elementor-widget elementor-widget-image\" data-id=\"22f48a5\" 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=\"1200\" height=\"800\" src=\"https:\/\/rumboyresultados.com\/gb\/wp-content\/uploads\/2025\/12\/IA-no-es-copilot.webp\" class=\"attachment-large size-large wp-image-18257\" 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: 1200px) 100vw, 1200px\" \/>\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-6d6cfa5a elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"6d6cfa5a\" 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\t\t<div class=\"elementor-element elementor-element-25534cfe elementor-widget__width-initial elementor-widget elementor-widget-html\" data-id=\"25534cfe\" data-element_type=\"widget\" data-settings=\"{&quot;htmega_fe&quot;:&quot;no&quot;}\" data-widget_type=\"html.default\">\n\t\t\t\t\t<!DOCTYPE html>\n<html lang=\"es\">\n<head>\n<meta charset=\"utf-8\"\/>\n<meta content=\"width=device-width, initial-scale=1\" name=\"viewport\"\/>\n\n<title>Por qu\u00e9 pagar Copilot o ChatGPT no significa tener inteligencia artificial en tu empresa: IA sin humo para pymes \u00b7 Rumbo &amp; Resultados<\/title>\n<meta name=\"description\" content=\"Descubre por qu\u00e9 pagar Copilot o ChatGPT no significa tener inteligencia artificial en tu empresa, qu\u00e9 est\u00e1 pasando de verdad en las pymes y qu\u00e9 decisiones debe tomar un CEO para obtener ROI real con IA en 2026.\"\/>\n<link href=\"https:\/\/rumboyresultados.com\" rel=\"preconnect\"\/>\n\n<style>\n:root{\n  --h2-underline-h:10px; --h2-underline-gap:8px;\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-red:#B3261E; --rr-yellow:#F7C948;\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%; height:auto; display:block}\n\n\/* Contenedor *\/\n.rr-container{max-width:var(--rr-wrap); 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padding:12px 14px; vertical-align:top; text-align:left;\n}\n.rr-table th{background:#f5f7f6; font-weight:600}\n\n\/* Grid utilitaria *\/\n.rr-grid{display:grid; grid-template-columns:repeat(auto-fit,minmax(260px,1fr)); gap:20px; margin:24px 0}\n\n\/* KPI cards *\/\n.rr-kpi-grid{\n  display:grid;\n  grid-template-columns:repeat(auto-fit,minmax(180px,1fr));\n  gap:16px;\n  margin-top:18px;\n}\n.rr-kpi-card{\n  background:#F5F7F6;\n  border-radius:12px;\n  border:1px solid var(--rr-border);\n  padding:12px 14px;\n}\n.rr-kpi-card--alert{\n  background:#FDF3F2;\n  border-color:rgba(179,38,30,0.4);\n}\n.rr-kpi-label{\n  font-size:13px;\n  text-transform:uppercase;\n  letter-spacing:.06em;\n  color:var(--rr-muted);\n  margin-bottom:4px;\n}\n.rr-kpi-value{\n  font-size:20px;\n  font-weight:600;\n  color:#1F4135;\n}\n.rr-kpi-card--alert .rr-kpi-value{\n  color:var(--rr-red);\n}\n\n\/* Stepper \/ timeline simple *\/\n.rr-stepper{\n  border-left:4px solid var(--rr-green);\n  padding-left:16px;\n  margin:20px 0;\n}\n.rr-step{\n  position:relative;\n  margin-bottom:16px;\n}\n.rr-step::before{\n  content:\"\";\n  position:absolute;\n  left:-24px;\n  top:4px;\n  width:12px;\n  height:12px;\n  border-radius:999px;\n  background:var(--rr-green);\n  box-shadow:0 0 0 3px #E9F3EF;\n}\n\n\/* Pills \/ tags *\/\n.rr-taglist{\n  display:flex;\n  flex-wrap:wrap;\n  gap:8px;\n  margin:8px 0 0;\n}\n.rr-tag{\n  font-size:12px;\n  padding:3px 8px;\n  border-radius:999px;\n  border:1px solid var(--rr-border);\n  background:#FAFAFA;\n  color:var(--rr-muted);\n}\n\n\/* FAQs *\/\n.rr-faq details{\n  border:1px solid var(--rr-border);\n  border-radius:10px;\n  background:var(--rr-soft);\n  padding:14px 16px;\n}\n.rr-faq details+details{margin-top:12px}\n.rr-faq summary{\n  cursor:pointer; font-weight:600; list-style:none; outline:none;\n}\n.rr-faq summary::-webkit-details-marker{display:none}\n.rr-faq summary::after{\n  content:\"+\"; float:right; font-weight:700; transition:transform .2s;\n}\n.rr-faq details[open] summary::after{\n  content:\"\u2013\";\n}\n.rr-faq .rr-faq-body{margin-top:10px; color:#2f2f2f}\n\n\/* Peque\u00f1os acentos rojo\/amarillo *\/\n.rr-pill-warning{\n  display:inline-block;\n  padding:2px 8px;\n  border-radius:999px;\n  font-size:12px;\n  background:rgba(247,201,72,0.18);\n  color:#8A5B00;\n}\n.rr-pill-risk{\n  display:inline-block;\n  padding:2px 8px;\n  border-radius:999px;\n  font-size:12px;\n  background:rgba(179,38,30,0.06);\n  color:var(--rr-red);\n}\n\n  \/* Figuras \/ im\u00e1genes *\/\n.rr-figure{\n  margin:24px 0;\n  text-align:center;\n}\n.rr-figure img{\n  max-width:100%;\n  height:auto;\n  border-radius:10px;\n  border:1px solid var(--rr-border);\n}\n.rr-figure figcaption{\n  font-size:14px;\n  color:var(--rr-muted);\n  margin-top:6px;\n  text-align:center;\n}\n\n\n<\/style>\n<\/head>\n<body>\n\n<!-- BLOQUE 0 \u00b7 HERO \/ INTRO -->\n<section class=\"rr-b0 rr-container\">\n<style>\n  .rr-b0 .rr-meta{display:flex; flex-wrap:wrap; gap:12px; color:var(--rr-muted); font-size:14px; margin-bottom:6px}\n  .rr-b0 .rr-dot{width:4px; height:4px; border-radius:50%; background:var(--rr-muted); align-self:center}\n  .rr-b0 .rr-lead{font-size:20px; line-height:1.65; color:#2F2F2F; margin-top:12px}\n  .rr-b0 .rr-kicker{display:inline-block; color:var(--rr-green-dark); font-weight:600; letter-spacing:.02em; margin-bottom:10px; text-transform:uppercase; font-size:13px}\n  .rr-b0 .rr-hero-media{position:relative; border-radius:12px; overflow:hidden; background:#DDD; aspect-ratio:16\/9; margin-top:20px}\n<\/style>\n\n<div style=\"height:40px\"><\/div>\n\n\n\n\n<p>\n  More and more SMEs claim that they already use artificial intelligence because they pay for it. <strong>Copilot within the Microsfoft pack<\/strong>,They have licenses for <strong>ChatGPT<\/strong> or they have activated <strong>Gemini<\/strong> in Google Workspace. But when you get down to the nitty-gritty, the numbers tell a different story: around <strong>56% of Spanish SMEs report using AI<\/strong>,and yet <strong>Between 40% and 60% of the % figures, there are no clear benefits to the business.<\/strong>.\n<\/p>\n<p class=\"rr-lead\">\n  This article explains, without fluff, why paying for Copilot or ChatGPT doesn&#039;t mean your company &quot;has AI,&quot; what&#039;s really happening with AI adoption in SMEs, and what concrete decisions a CEO needs to make if they want real results by 2026.\n<\/p>\n\n<div class=\"rr-kpi-grid\">\n  <div class=\"rr-kpi-card\">\n    <div class=\"rr-kpi-label\">SMEs that claim to use AI<\/div>\n    <div class=\"rr-kpi-value\">\u2248 56 %<\/div>\n    <p style=\"font-size:14px; margin-top:6px;\">\n      Various barometers place the declared use of AI in Spanish SMEs at around half of the fabric, with adoption that has grown rapidly since 2022.\n    <\/p>\n  <\/div>\n  <div class=\"rr-kpi-card\">\n    <div class=\"rr-kpi-label\">Usage via suites (ChatGPT\/Copilot\/Gemini)<\/div>\n    <div class=\"rr-kpi-value\">\u2248 80 %<\/div>\n    <p style=\"font-size:14px; margin-top:6px;\">\n      More than 80% of AI use in SMEs is concentrated in tools integrated into suites that were already paid for: Microsoft 365, Google Workspace or ChatGPT plans.\n    <\/p>\n  <\/div>\n  <div class=\"rr-kpi-card\">\n    <div class=\"rr-kpi-label\">Perceived individual productivity<\/div>\n    <div class=\"rr-kpi-value\">&gt; 90 %<\/div>\n    <p style=\"font-size:14px; margin-top:6px;\">\n      Nine out of ten users say they draft, summarize, and prepare documents faster when using generative AI on their desktop.\n    <\/p>\n  <\/div>\n  <div class=\"rr-kpi-card rr-kpi-card--alert\">\n    <div class=\"rr-kpi-label\">SMEs without clear profits<\/div>\n    <div class=\"rr-kpi-value\">40\u201360 %<\/div>\n    <p style=\"font-size:14px; margin-top:6px;\">\n      Depending on the study, between 40% and 60% of companies acknowledge that they still do not see a tangible impact of AI on sales, margin, or costs.\n    <\/p>\n  <\/div>\n<\/div>\n<div style=\"height:32px\"><\/div>\n<figure class=\"rr-figure rr-figure--chart\">\n  <img decoding=\"async\" src=\"https:\/\/rumboyresultados.com\/wp-content\/uploads\/2025\/12\/rr-chart-ia-pymes-uso-vs-impacto.webp\"\n       alt=\"Gr\u00e1fico de barras que compara el porcentaje de pymes que declaran usar IA con el porcentaje que no ve beneficios claros\"\/>\n  <figcaption>\n    Many SMEs already pay for AI licenses and declare that they &quot;use AI,&quot; but a very similar number still do not perceive clear benefits in their business.\n  <\/figcaption>\n<\/figure>\n<div style=\"height:32px\"><\/div>\n<div class=\"rr-manifiesto\">\n  <strong>Key idea:<\/strong> \u201cWe use Copilot\u201d isn\u2019t an AI strategy. It\u2019s a fancy way of saying we\u2019re paying for licenses. The real difference lies in how you change your processes, not in which model you use.\n<\/div>\n<\/section>\n\n<div style=\"height:20px\"><\/div><hr\/><div style=\"height:32px\"><\/div>\n\n<!-- TOC \u00b7 \u00cdNDICE -->\n<section class=\"rr-toc rr-container\">\n  <div class=\"rr-infobox\">\n    <span class=\"rr-badge\">Table of Contents<\/span>\n    <ol style=\"margin-top:10px\">\n      <li><a href=\"#b1\">What&#039;s really happening with Copilot, ChatGPT, and Gemini in SMEs<\/a><\/li>\n      <li><a href=\"#b2\">The false sense of adoption: \u201cwe already use AI in the company\u201d<\/a><\/li>\n      <li><a href=\"#b3\">Why are you still not seeing ROI even though you pay for Copilot or ChatGPT?<\/a><\/li>\n      <li><a href=\"#b4\">Smoke-free AI for SMEs: what it really means<\/a><\/li>\n      <li><a href=\"#b5\">Four areas where AI does generate money for an SME<\/a><\/li>\n      <li><a href=\"#b6\">Specific decisions a CEO must make if they want results by 2026<\/a><\/li>\n      <li><a href=\"#b7\">How to move forward without burning through budget (and what the next step should be)<\/a><\/li>\n      <li><a href=\"#b8\">Quick FAQs about Copilot, ChatGPT and AI in SMEs<\/a><\/li>\n    <\/ol>\n  <\/div>\n<\/section>\n\n<div style=\"height:32px\"><\/div><hr\/><div style=\"height:20px\"><\/div>\n\n<!-- BLOQUE 1 -->\n<section class=\"rr-b1 rr-container\" id=\"b1\">\n  <h2 class=\"rr-underline\">1. What&#039;s really happening: Copilot or ChatGPT doesn&#039;t mean having artificial intelligence in your company<\/h2><br\/>\n  <p>\n    Looking at recent reports, the overall picture seems positive: close to <strong>56% of Spanish SMEs report using AI<\/strong> to some degree, and interest in technology has clearly grown since 2022.\n  <\/p>\n  <p>\n    But when you get into the details, the key nuance emerges: around a <strong>80% of that usage is concentrated on tools linked to suites you already paid for.<\/strong>\n    (ChatGPT, Copilot, Gemini), not in projects designed from a business perspective. AI comes &quot;packaged&quot; in the Microsoft 365 or Google Workspace refresh, not as the result of a strategic management decision.\n  <\/p>\n  <div style=\"height:32px\"><\/div>\n  <figure class=\"rr-figure rr-figure--chart\">\n  <img decoding=\"async\" src=\"https:\/\/rumboyresultados.com\/wp-content\/uploads\/2025\/12\/rr-chart-ia-funnel-licencias-impacto-e1765474142868.webp\"\n       alt=\"Funnel horizontal que muestra c\u00f3mo muchas pymes se quedan en licencias pagadas y uso ofim\u00e1tico sin llegar a cambiar procesos ni medir ROI\"\/>\n  <figcaption>\n    Most of the value is lost between paying for licenses, using AI for texts, and converting it into real process changes with measured ROI.\n  <\/figcaption>\n<\/figure>\n\n  <div style=\"height:32px\"><\/div>\n  <p>\n    The typical cycle in many SMEs is this:\n  <\/p>\n  <ul class=\"rr-list-check\">\n    <li>\n      <strong>AI enters through the licensing door.<\/strong><br\/>\n      Microsoft adds Copilot to the package, Google incorporates Gemini, someone suggests hiring ChatGPT Teams &quot;to try it out&quot;.\n    <\/li>\n    <li>\n      <strong>The decision comes from the supplier, not the business.<\/strong><br\/>\n      The question is not &quot;what process do we want to improve,&quot; but &quot;how do we take advantage of what we already pay for.&quot;.\n    <\/li>\n    <li>\n      <strong>Exploration is delegated downwards.<\/strong><br\/>\n      Around half of CEOs admit to delegating AI exploration to middle managers or technical teams, without setting clear use cases or KPIs.\n    <\/li>\n    <li>\n      <strong>AI remains trapped at the desk.<\/strong><br\/>\n      Actual usage is concentrated in Word, Excel, email and presentations; it barely touches sales processes, operations or customer service.\n    <\/li>\n  <\/ul>\n\n  <div class=\"rr-infobox\" style=\"margin-top:18px\">\n    <span class=\"rr-note-title\">Summary of the dominant pattern<\/span>\n    <p style=\"margin-top:8px\">\n      Most SMEs haven&#039;t yet designed &quot;their AI project.&quot; What they have is <strong>AI of drag<\/strong>: it enters pushed by the suites it already paid for, it is tested in a scattered way and ends up concentrated on desktop tasks, far from the processes that generate margin.\n    <\/p>\n  <\/div>\n\n  <div class=\"rr-manifiesto\">\n    <strong>Conclusion:<\/strong> In many SMEs, AI doesn&#039;t enter through the door of strategy, but rather through license renewals. As long as that continues, the impact on the business will be marginal.\n  <\/div>\n<\/section>\n\n<div style=\"height:20px\"><\/div><hr\/><div style=\"height:32px\"><\/div>\n\n<!-- BLOQUE 2 -->\n<section class=\"rr-b2 rr-container\" id=\"b2\">\n  <h2 class=\"rr-underline\">2. The false sense of adoption: \u201cwe already use AI in the company\u201d<\/h2><br\/>\n  <p>\n    When you ask those who already use AI in their daily lives, the data is clear:\n    <strong>Over 90% of % reports having gained individual productivity<\/strong> Writing, summarizing, or preparing documents. In other words, people feel they work faster with Word, Excel, email, and presentations.\n  <\/p>\n  <p>\n    However, when the question changes to\n    <em>\u201c&quot;Has anything changed in your sales, margins, or costs?&quot;\u201d<\/em>,between a <strong>40% of companies acknowledge that they do not see clear benefits.<\/strong>.\n  <\/p>\n  <p>\n    The reason is simple: in many organizations, \u201cusing AI\u201d means only this:\n  <\/p>\n  <ul class=\"rr-list-check\">\n    <li>write emails faster,<\/li>\n    <li>summarize meetings or long documents,<\/li>\n    <li>draft reports,<\/li>\n    <li>create presentations with less effort.<\/li>\n  <\/ul>\n\n  <div class=\"rr-grid\">\n    <div class=\"rr-infobox\">\n      <span class=\"rr-badge\">AI on the desktop<\/span>\n      <p style=\"margin-top:8px\">\n        Higher individual productivity, less time spent glued to the screen, and the feeling that &quot;we&#039;re getting more done.&quot; This is the most widespread use of Copilot, ChatGPT, or Gemini in Spanish SMEs today.\n      <\/p>\n    <\/div>\n    <div class=\"rr-infobox\">\n      <span class=\"rr-badge\">AI in business<\/span>\n      <p style=\"margin-top:8px\">\n        Measurable changes in how you attract, serve, and retain customers, how you plan, purchase, produce, or deliver, and how you make decisions. Fewer errors, lower costs, and faster response times.\n      <\/p>\n    <\/div>\n  <\/div>\n\n  <div class=\"rr-manifiesto\">\n    <strong>Key phrase:<\/strong> Your company does not use artificial intelligence;\n    <strong>Use Copilot<\/strong>. And it&#039;s not the same thing. AI truly enters the company when it&#039;s reflected in sales, costs, times, and errors, not just in typing speed.\n  <\/div>\n<\/section>\n\n<div style=\"height:20px\"><\/div><hr\/><div style=\"height:32px\"><\/div>\n\n<!-- BLOQUE 3 -->\n<section class=\"rr-b3 rr-container\" id=\"b3\">\n  <h2 class=\"rr-underline\">3. Why are you still not seeing ROI even though you pay for Copilot or ChatGPT?<\/h2><br\/>\n  <p>\n    Many CEOs express the same feeling: we&#039;ve tested it, the team uses it, but <strong>We don&#039;t know how much it really contributes.<\/strong>.It&#039;s not by chance. There are five recurring reasons why ROI doesn&#039;t appear.\n  <\/p>\n\n  <h3>3.1. Start with the tool, not the problem<\/h3>\n  <p>\n    The usual order is: hire Copilot or ChatGPT, tell the team to use it, and &quot;see what happens.&quot; The correct order would be:\n  <\/p>\n  <ul class=\"rr-list-check\">\n    <li>Choose a specific business problem (slow proposals, billing errors, overloaded support),<\/li>\n    <li>define a measurable objective (times, errors, costs),<\/li>\n    <li>and only then look at how AI can help there.<\/li>\n  <\/ul>\n  <p>\n    As long as the starting point is the tool, dispersion is guaranteed.\n  <\/p>\n\n  <h3>3.2. Data that is too disorganized<\/h3>\n  <p>\n    In industrial and B2B service SMEs, the pattern is well known:\n    <strong>incomplete CRMs<\/strong> (In many studies, over 60% of % companies acknowledge having fragmented customer data), ERPs with duplicate references and parallel spreadsheets in each department. Adding AI to this context doesn&#039;t improve processes; it amplifies the chaos.\n  <\/p>\n\n  <div class=\"rr-manifiesto\">\n    <strong>R&amp;R Manifesto #1:<\/strong> AI doesn&#039;t fix the mess, it amplifies it.\n  <\/div>\n\n  <h3>3.3. Nobody owns the business of AI projects<\/h3>\n  <p>\n    In a significant portion of companies, IT tests things, marketing tests things, and operations reviews some pilot programs. But <strong>There is no business person who owns a specific use case with KPIs and a timeframe<\/strong>.Various reports indicate that more than half of companies are &quot;testing AI&quot; without assigning a clear business owner. The result: endless pilot programs with no decisions being made.\n  <\/p><div style=\"height:32px\"><\/div>\n<figure class=\"rr-figure rr-figure--chart\">\n  <img decoding=\"async\" src=\"https:\/\/rumboyresultados.com\/wp-content\/uploads\/2025\/12\/rr-chart-ia-matriz-procesos-uso-e1765474116102.webp\"\n       alt=\"Matriz 2x2 que cruza claridad de procesos con nivel de uso de IA, destacando que solo con procesos claros y buen uso de IA se obtiene ROI real\"\/>\n  <figcaption>\n    The issue isn&#039;t simply &quot;having or not having AI,&quot; but rather how clear the processes are. ROI appears in the quadrant where processes and AI usage intersect.\n  <\/figcaption>\n<\/figure>\n<div style=\"height:32px\"><\/div>\n  <h3>3.4. Fear of regulation and loss of control<\/h3>\n  <p>\n    The combo <strong>GDPR + AI Act<\/strong> This raises reasonable questions: what data can be used, what can be uploaded to Copilot, where is the limit of automation? Without a clear policy, the knee-jerk reaction is usually:\n    <span class=\"rr-pill-warning\">Use AI only for low-risk tasks<\/span>\n    (writing, summaries) and not touching critical processes, right where the ROI is.\n  <\/p>\n\n  <h3>3.5. Pilot fatigue: 9 out of 10 end up with nothing<\/h3>\n  <p>\n    Different analyses agree on one uncomfortable fact:\n    <strong>Most AI projects fail to generate ROI<\/strong>\n    because they remain poorly defined pilot projects or disconnected tests. Some studies even mention up to <strong>9 out of 10 initiatives that do not make it past the pilot phase<\/strong>\n    due to vague objectives, poor data, and a lack of collaboration between areas.\n  <\/p>\n  <p>\n    In addition, around 25-30% of companies have halted AI projects in recent months, and more than half see risks of a &quot;bubble&quot; or over-expectation, comparing it to what happened with blockchain.\n  <\/p>\n\n  <div class=\"rr-table-wrap\">\n    <table class=\"rr-table\" aria-label=\"Reasons why ROI doesn&#039;t appear in AI projects\">\n      <thead>\n        <tr>\n          <th>Reason for non-ROI<\/th>\n          <th>Approximately % of affected SMEs<\/th>\n          <th>Brief comment<\/th>\n        <\/tr>\n      <\/thead>\n      <tbody>\n        <tr>\n          <td>Tool before problem<\/td>\n          <td>\u2248 60 %<\/td>\n          <td>It starts with &quot;let&#039;s try Copilot\/GPT&quot; and not with a specific business objective.<\/td>\n        <\/tr>\n        <tr>\n          <td>Disordered data<\/td>\n          <td>\u2248 65 % industrial<\/td>\n          <td>Incomplete CRM\/ERP systems, parallel spreadsheets, and low confidence in the underlying data.<\/td>\n        <\/tr>\n        <tr>\n          <td>No business owner<\/td>\n          <td>\u2248 50 %<\/td>\n          <td>Pilots scattered without a clear leader or assigned KPIs.<\/td>\n        <\/tr>\n        <tr>\n          <td>Fear of regulation and security<\/td>\n          <td>\u2248 30 % managers<\/td>\n          <td>Doubts about GDPR and the AI Act lead to limiting AI to harmless tasks.<\/td>\n        <\/tr>\n        <tr>\n          <td>Pilot fatigue<\/td>\n          <td>9 out of 10 projects<\/td>\n          <td>Tests that are neither scaled nor closed with a clear decision.<\/td>\n        <\/tr>\n      <\/tbody>\n    <\/table>\n  <\/div>\n\n  <div class=\"rr-manifiesto\">\n    <strong>Background message:<\/strong> The problem isn&#039;t the power of Copilot or ChatGPT; it&#039;s how the projects are planned. With vague objectives, chaotic data, and no one in charge, the logical result is zero ROI.\n  <\/div>\n<\/section>\n\n<div style=\"height:20px\"><\/div><hr\/><div style=\"height:32px\"><\/div>\n\n<!-- BLOQUE 4 -->\n<section class=\"rr-b4 rr-container\" id=\"b4\">\n  <h2 class=\"rr-underline\">4. Smoke-free AI for SMEs: what it really means<\/h2><br\/>\n  <p>\n    Before discussing tools, it&#039;s important to clarify the framework. For an SME, <strong>Smokeless AI<\/strong> means:\n  <\/p>\n  <ul class=\"rr-list-check\">\n    <li>talk about <strong>specific use cases<\/strong>, not of \u201ctotal transformation\u201d;<\/li>\n    <li>measure impact on <strong>hours, euros, errors and times<\/strong>;<\/li>\n    <li>prioritize what you can accomplish in months, not years;<\/li>\n    <li>Don&#039;t give up on grandiose projects that your team can&#039;t handle.<\/li>\n  <\/ul>\n\n  <div class=\"rr-manifiesto\">\n    <strong>R&amp;R Manifesto No. 2 \u2013 Smoke-free AI for SMEs<\/strong><br\/><br\/>\n    1. AI is not an image campaign, it&#039;s part of your company&#039;s operating system.<br\/>\n    2. The question is not \u201cwhich model do we use\u201d, but \u201cwhich process do we want to improve first\u201d.<br\/>\n    3. Without defined KPIs, any AI project is expensive noise.<br\/>\n    4. Better three impactful use cases than twenty experiments that nobody looks at.<br\/>\n    5. If you can&#039;t explain the return in one slide, you haven&#039;t got it right yet.\n  <\/div>\n\n  <div class=\"rr-infobox\">\n    <span class=\"rr-note-title\">What does a small business really need?<\/span>\n    <p style=\"margin-top:8px\">\n      You don&#039;t need an 80-page &quot;AI strategy.&quot; You need to be able to answer this clearly:\n    <\/p>\n    <ul class=\"rr-list-check\">\n      <li>In what specific processes do we want to see changes in the next 12 months?<\/li>\n      <li>What numbers do we want to move and by how much?<\/li>\n      <li>Who will be held responsible if that happens?<\/li>\n    <\/ul>\n  <\/div>\n<\/section>\n\n<div style=\"height:20px\"><\/div><hr\/><div style=\"height:32px\"><\/div>\n\n<!-- BLOQUE 5 -->\n<section class=\"rr-b5 rr-container\" id=\"b5\">\n  <h2 class=\"rr-underline\">5. Four areas where AI does generate money in an SME<\/h2><br\/>\n  <p>\n    Beyond writing emails faster, there are at least four areas where AI is already generating tangible ROI in SMEs when applied judiciously.\n  <\/p>\n\n  <div class=\"rr-grid\">\n    <div class=\"rr-infobox\">\n      <span class=\"rr-badge\">5.1 \u00b7 Customer service and support<\/span>\n      <p style=\"margin-top:8px\">\n        Assistants that suggest responses, categorize tickets, and summarize interactions allow you to see increases of up to a <strong>15\u201320 % in tickets resolved per agent<\/strong>\n        in many real-world projects. That means more capacity with the same team and better response times for the client.\n      <\/p>\n    <\/div>\n    <div class=\"rr-infobox\">\n      <span class=\"rr-badge\">5.2 \u00b7 Commercial proposals and pre-sales<\/span>\n      <p style=\"margin-top:8px\">\n        Generating proposal drafts with AI from CRM templates and data is reducing preparation time by a <strong>25\u201350 %<\/strong>\n        (For example, going from five days to two). Arriving before the competition and with better proposals translates into more closed deals.\n      <\/p>\n    <\/div>\n    <div class=\"rr-infobox\">\n      <span class=\"rr-badge\">5.3 \u00b7 Back office and administration<\/span>\n      <p style=\"margin-top:8px\">\n        Automating the extraction of data from invoices, orders, or delivery notes and generating recurring reports can save hundreds of hours per year, even for small businesses. ROI is easy to measure: <strong>hours saved \u00d7 cost per hour<\/strong> more mistakes you stop making.\n      <\/p>\n    <\/div>\n    <div class=\"rr-infobox\">\n      <span class=\"rr-badge\">5.4 \u00b7 Purchases, stock and operations<\/span>\n      <p style=\"margin-top:8px\">\n        Detecting demand patterns and prioritizing incidents with AI, even with relatively simple models, helps reduce stockouts, overstocking, and emergencies. In industrial and retail sectors, small improvements in forecasting directly impact profit margins.\n      <\/p>\n    <\/div>\n  <\/div>\n<div style=\"height:32px\"><\/div>\n  <div class=\"rr-manifiesto\">\n    <strong>Key point:<\/strong> All these areas share two things: they are already supported by minimal data and recognizable processes, and they connect with clear KPIs (time, cost, margin, incidents). The tool comes later.\n  <\/div>\n<\/section>\n\n<div style=\"height:20px\"><\/div><hr\/><div style=\"height:32px\"><\/div>\n\n<!-- BLOQUE 6 -->\n<section class=\"rr-b6 rr-container\" id=\"b6\">\n  <h2 class=\"rr-underline\">6. Specific decisions a CEO must make if they want results by 2026<\/h2><br\/>\n  <p>\n    If you run an SME, the key question isn&#039;t &quot;Copilot, Gemini, or ChatGPT?&quot;. The question is:\n    <strong>\u201c&quot;In what three critical processes do I want to see real change in the next 12 months?&quot;\u201d<\/strong>.\n  <\/p>\n\n  <div class=\"rr-stepper\">\n    <div class=\"rr-step\">\n      <p>\n        <strong>6.1 \u00b7 Choose three use cases, not twenty<\/strong><br\/>\n        One person in customer service\/sales, one in operations\/service, and one in back office. More than three at the beginning usually leads to dispersion and frustration.\n      <\/p>\n    <\/div>\n    <div class=\"rr-step\">\n      <p>\n        <strong>6.2 \u00b7 Appoint a business manager per case<\/strong><br\/>\n        Someone who understands the process, experiences the problem firsthand, and has the real power to change how things are done. IT and technology providers are support staff, not project owners.\n      <\/p>\n    <\/div>\n    <div class=\"rr-step\">\n      <p>\n        <strong>6.3 \u00b7 Put numbers before talking about tools<\/strong><br\/>\n        How much time is invested today, how much does it cost, what mistakes are generated, what timeframe are you working with? Without a baseline, talking about ROI is just talking about feelings.\n      <\/p>\n    <\/div>\n    <div class=\"rr-step\">\n      <p>\n        <strong>6.4 \u00b7 Put a watch on each pilot<\/strong><br\/>\n        Define the duration (8\u201312 weeks), metrics to monitor, and criteria for scaling, adjusting, or stopping. A pilot program without an end date is an expensive hobby.\n      <\/p>\n    <\/div>\n    <div class=\"rr-step\">\n      <p>\n        <strong>6.5 \u00b7 Take advantage of your suite without limiting yourself to it<\/strong><br\/>\n        Get the most out of Copilot or Gemini if they fit your goals, but don&#039;t force a use case just to &quot;take advantage of the license.&quot; The criterion is always the same: <strong>which best solves the problem at the lowest reasonable cost<\/strong>.\n      <\/p>\n <div style=\"height:32px\"><\/div>     \n      <figure class=\"rr-figure rr-figure--chart\">\n  <img decoding=\"async\" src=\"https:\/\/rumboyresultados.com\/wp-content\/uploads\/2025\/12\/rr-chart-ia-plan-90-dias.webp\"\n       alt=\"Timeline en tres fases de 90 d\u00edas para pasar de licencias de IA a cambios reales de proceso medidos con ROI\"\/>\n  <figcaption>\n    In 90 days you can go from &quot;paying for licenses&quot; to having at least one critical process changed and a pilot with measured ROI.\n  <\/figcaption>\n<\/figure>\n<div style=\"height:32px\"><\/div>\n    <\/div>\n  <\/div>\n<div style=\"height:20px\"><\/div>\n  <div class=\"rr-manifiesto\">\n    <strong>R&amp;R Manifesto #3:<\/strong> The suite is a means; the strategy is to decide which part of your business cannot remain the same in 2026 and put AI there, not the other way around.\n  <\/div>\n<\/section>\n\n<div style=\"height:20px\"><\/div><hr\/><div style=\"height:32px\"><\/div>\n\n<!-- BLOQUE 7 -->\n<section class=\"rr-b7 rr-container\" id=\"b7\">\n  <h2 class=\"rr-underline\">7. How to move forward without burning through the budget (and what the next step should be)<\/h2><br\/>\n  <p>\n    Applying AI meaningfully doesn&#039;t require rebuilding your entire company, but it does require clarity on three fronts:\n  <\/p>\n  <ul class=\"rr-list-check\">\n    <li><strong>minimally sorted data<\/strong> in the processes you want to touch.<\/li>\n    <li><strong>Processes that are stable enough<\/strong> so that we can measure before and after.<\/li>\n    <li><strong>Explicit decisions<\/strong> about where you want to win first and what you&#039;re going to leave out.<\/li>\n  <\/ul>\n\n  <div class=\"rr-infobox\" style=\"margin-top:18px\">\n    <span class=\"rr-note-title\">Practical next step checklist<\/span>\n    <p style=\"margin-top:8px\">\n      As a reasonable next step, you can:\n    <\/p>\n    <ul class=\"rr-list-check\">\n      <li>Identify <strong>Three use cases with potential ROI in 90 days<\/strong> (one in sales, one in operations, one in back office).<\/li>\n      <li>To easily estimate the current time and cost of each process.<\/li>\n      <li>Prioritize the one where the combination <em>impact \u00d7 ease<\/em> be more favorable.<\/li>\n      <li>Define a mini-pilot with a clear timeline and KPIs for the first quarter.<\/li>\n    <\/ul>\n    <p style=\"margin-top:8px\">\n      To avoid getting lost, you can rely on a specific checklist of &quot;3 AI use cases with ROI in 90 days&quot; and review in a short session whether you are choosing the right place to start.\n    <\/p>\n  <\/div>\n\n  <div class=\"rr-manifiesto\">\n    <strong>Final idea:<\/strong> You don&#039;t need &quot;more AI,&quot; you need more clarity. The advantage in 2026 won&#039;t belong to those who pay more for licenses, but to those who connect AI to three or four critical business processes and measure them rigorously.\n  <\/div>\n\n  <div class=\"rr-infobox is-outro\">\n    <span class=\"rr-note-title\">How Rumbo &amp; Resultados can help you<\/span>\n    <p style=\"margin-top:6px\">\n      At Rumbo &amp; Resultados we work precisely on that step: going from \u201cwe have Copilot\/ChatGPT\u201d to <strong>\u201cWe have three use cases with measurable ROI\u201d<\/strong>.\n    <\/p>\n    <ul class=\"rr-list-check\">\n      <li>Express diagnosis of AI adoption and processes with the most potential.<\/li>\n      <li>Selection and design of <strong>3 use cases with ROI<\/strong> in 90 days.<\/li>\n      <li>Practical guide for (smoke-free) equipment and tracking board.<\/li>\n    <\/ul>\n    <p style=\"margin-top:8px\">\n      The goal is not to fill your company with tools, but to help AI start appearing in your numbers: margin, times, errors, and sales.\n    <\/p>\n    <p style=\"margin-top:8px\">\n      If you&#039;d like, you can start by downloading a checklist of &quot;3 AI use cases with ROI&quot; and scheduling a <strong>15-minute exploratory session<\/strong> to review together what best fits your company.\n    <\/p>\n    <div class=\"rr-taglist\">\n      <span class=\"rr-tag\">Copilot<\/span>\n      <span class=\"rr-tag\">ChatGPT<\/span>\n      <span class=\"rr-tag\">AI in SMEs<\/span>\n      <span class=\"rr-tag\">Smokeless AI<\/span>\n      <span class=\"rr-tag\">Practical AI with ROI<\/span>\n      <span class=\"rr-tag\">Direction &amp; Results<\/span>\n    <\/div>\n  <\/div>\n<\/section>\n\n<div style=\"height:32px\"><\/div><hr\/><div style=\"height:20px\"><\/div>\n\n<!-- BLOQUE 8 \u00b7 FAQ -->\n<section class=\"rr-faq rr-container\" id=\"b8\" aria-label=\"Frequently asked questions about Copilot, ChatGPT and AI in SMEs\">\n  <h2 class=\"rr-underline\">8. Quick FAQs about Copilot, ChatGPT and AI in SMEs<\/h2><br\/>\n\n  <div class=\"rr-infobox\" style=\"margin-bottom:16px\">\n    <span class=\"rr-badge\">FAQ<\/span>\n    <p style=\"margin:8px 0 0\">\n      Clear answers to the most common questions when an SME already pays for Copilot or ChatGPT, but is not sure if it is really taking advantage of artificial intelligence.\n    <\/p>\n  <\/div>\n\n  <details>\n    <summary>Why doesn&#039;t paying for Copilot or ChatGPT mean having AI in my company?<\/summary>\n    <div class=\"rr-faq-body\">\n      <p>\n        Because having active licenses only indicates that you have the tools. Having artificial intelligence in your company means that those tools are changing key processes and metrics: times, costs, errors, sales, margin. If none of that is changing, no matter how much Copilot or GPT you pay for, AI hasn&#039;t truly entered your business.\n      <\/p>\n    <\/div>\n  <\/details>\n\n  <details>\n    <summary>How do I know if I&#039;m only using AI &quot;on the desktop&quot;?<\/summary>\n    <div class=\"rr-faq-body\">\n      <p>\n        If most of your usage is concentrated on writing emails, summarizing minutes, preparing presentations, and drafting documents, and you can&#039;t point to any processes where times have changed or errors have occurred, you&#039;re in &quot;desktop&quot; mode.\n      <\/p>\n    <\/div>\n  <\/details>\n\n  <details>\n    <summary>Where should a small business that is in the testing phase begin?<\/summary>\n    <div class=\"rr-faq-body\">\n      <p>\n        Choose three key processes (customers, operations, back office), appoint a manager for each, and define baseline metrics. Then, explore the potential role of AI in each case and design a pilot program with clear timelines and KPIs for the first quarter.\n      <\/p>\n    <\/div>\n  <\/details>\n\n  <details>\n    <summary>What is the real risk that this is all a bubble?<\/summary>\n    <div class=\"rr-faq-body\">\n      <p>\n        The bubble is built on expectations and exaggerated promises, not on the technology&#039;s ability to save time and reduce errors when applied correctly. Companies that achieve measurable results will gain the advantage; those that only purchase licenses will reinforce the feeling of a bubble.\n      <\/p>\n    <\/div>\n  <\/details>\n\n  <details>\n    <summary>What should I ask myself as a CEO before investing more in AI?<\/summary>\n    <div class=\"rr-faq-body\">\n      <p>\n        Three simple questions:<br\/>\n        1) What process do I want to be clearly better in 12 months thanks to AI?<br\/>\n        2) Who will be responsible for that happening?<br\/>\n        3) What am I measuring today to know if we are making progress?<br\/>\n        If you can&#039;t answer them, you don&#039;t need more AI; you need more clarity.\n      <\/p>\n    <\/div>\n  <\/details>\n<\/section>\n\n<div style=\"height:32px\"><\/div><hr\/><div style=\"height:20px\"><\/div>\n\n<script>\n(function(){\n  var details = document.querySelectorAll('.rr-faq details');\n  details.forEach(function(d,i){\n    var s = d.querySelector('summary');\n    if(!s) return;\n    var panel = d.querySelector('.rr-faq-body');\n    if(!panel) return;\n    var id = panel.id || ('rr_faq_'+(i+1));\n    panel.id = id;\n    s.setAttribute('role','button');\n    s.setAttribute('aria-controls', id);\n    s.setAttribute('aria-expanded', d.open ? 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Despu\u00e9s, buscar qu\u00e9 rol puede jugar la IA en cada caso y dise\u00f1ar un piloto con reloj y KPIs claros para el primer trimestre.\"\n          }\n        },\n        {\n          \"@type\":\"Question\",\n          \"name\":\"\u00bfQu\u00e9 riesgo real hay de que todo esto sea una burbuja?\",\n          \"acceptedAnswer\":{\n            \"@type\":\"Answer\",\n            \"text\":\"Hay burbuja en expectativas y en promesas exageradas, no en la capacidad de la tecnolog\u00eda para ahorrar tiempo y reducir errores cuando se aplica bien. 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class=\"post-category\">\n                                                                                <li><a href=\"https:\/\/rumboyresultados.com\/gb\/en\/category\/instituciones-recursos\/instituciones-checklists\/\" class=\"category instituciones-checklists\">Institutional Checklists<\/a><\/li>\n                                                                                    <li><a href=\"https:\/\/rumboyresultados.com\/gb\/en\/category\/checklists\/\" class=\"category checklists\">Checklists<\/a><\/li>\n                                                                        <\/ul>\n                            \n                    \n                                                <h2><a href=\"https:\/\/rumboyresultados.com\/gb\/en\/checklist-modelos-operativos-del-verde\/\">Checklist for operational models of urban green spaces<\/a><\/h2>\n                        \n                    \n                    <p>In just a few minutes, determine if your municipality has a solid operational model for management.<\/p>\n                    \n                                            <div class=\"post-btn\">\n                            <a class=\"readmore-btn\" href=\"https:\/\/rumboyresultados.com\/gb\/en\/checklist-modelos-operativos-del-verde\/\">Learn more<\/a>\n                        <\/div>\n                    \n                <\/div>\n            <\/div>\n                                    <\/div>\n\n                        \n                        \n                <\/div>\n            <\/div>\n            \n            \n\n        \t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4329ce37 elementor-widget elementor-widget-button\" data-id=\"4329ce37\" 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\/recursos-rumbo-y-resultados\/\">\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\">Explore our resources<\/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>The 80% for SMEs uses AI only because it&#039;s included in their suite. 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