{"id":41686,"date":"2026-06-17T10:44:42","date_gmt":"2026-06-17T13:44:42","guid":{"rendered":"https:\/\/elogroup.com\/?post_type=nossas-solucoes&#038;p=41686"},"modified":"2026-06-23T17:02:16","modified_gmt":"2026-06-23T20:02:16","slug":"genai-ai-agents","status":"publish","type":"nossas-solucoes","link":"https:\/\/elogroup.com\/en\/solutions\/genai-ai-agents\/","title":{"rendered":"GenAi &amp; AI Agents"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"41686\" class=\"elementor elementor-41686 elementor-41662\" data-elementor-post-type=\"nossas-solucoes\">\n\t\t\t\t<div data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-element elementor-element-72cc2e6 e-flex e-con-boxed e-con e-parent\" data-id=\"72cc2e6\" data-element_type=\"container\" data-e-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-e5dc511 elementor-widget elementor-widget-html\" data-id=\"e5dc511\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<!--\n  ELO Group \u2014 Hero \u00b7 GenAI & AI Agents (EN) | OVERLAY (sem fundo)\n  Bloco: elo-hero-genai-en\n  Embed: Elementor \u2192 \"HTML\" widget (paste EVERYTHING, from <link> to <\/script>)\n  IMPORTANT: transparent wrapper \u2014 apply the BACKGROUND (image\/dark color) directly on the Elementor Section.\n  Light-colored text, designed for a dark background.\n-->\n<link href=\"https:\/\/fonts.googleapis.com\/css2?family=JetBrains+Mono:wght@400;500&display=swap\" rel=\"stylesheet\">\n<style>\n  @font-face {\n    font-family: 'PP Telegraf';\n    src: url('https:\/\/elogroup.com.br\/wp-content\/uploads\/elementor\/fonts\/PPTelegraf-Regular.woff2') format('woff2'),\n         url('https:\/\/elogroup.com.br\/wp-content\/uploads\/elementor\/fonts\/PPTelegraf-Regular.woff') format('woff');\n    font-weight: 400;\n    font-display: swap;\n  }\n  .elo-hero-genai-en-wrap {\n    --blue: #0C1BA8;\n    --lilac: #B8A8FF;\n    --white-strong: rgba(255, 255, 255, 0.92);\n    --white-mid: rgba(255, 255, 255, 0.72);\n    --white-mute: rgba(255, 255, 255, 0.55);\n    --line-dark: rgba(255, 255, 255, 0.16);\n    --line-dark-strong: rgba(255, 255, 255, 0.30);\n    --font-sans-reg: 'PP Telegraf Regular', 'PP Telegraf', 'Helvetica Neue', Arial, sans-serif;\n    --font-mono: 'JetBrains Mono', ui-monospace, SFMono-Regular, Menlo, monospace;\n    background: transparent;\n    color: var(--white-strong);\n    font-family: var(--font-sans-reg);\n    font-weight: 400;\n    -webkit-font-smoothing: antialiased;\n  }\n  .elo-hero-genai-en-wrap *,\n  .elo-hero-genai-en-wrap *::before,\n  .elo-hero-genai-en-wrap *::after { box-sizing: border-box; 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color: #0A0A0A !important; }\n  .elo-hero-genai-en-btn-solid::after { content: '\u2192'; margin-left: 2px; }\n  .elo-hero-genai-en-btn-ghost { background: transparent !important; color: #ffffff !important; border-color: var(--line-dark-strong) !important; }\n  .elo-hero-genai-en-btn-ghost.hovered { border-color: #ffffff !important; background: rgba(255, 255, 255, 0.08) !important; }\n  .elo-hero-genai-en-jumpnav { margin-top: 56px; padding-top: 28px; border-top: 1px solid var(--line-dark); display: flex; flex-wrap: wrap; align-items: center; gap: 16px 32px; }\n  .elo-hero-genai-en-jumpnav .lbl { font-family: var(--font-mono); font-size: 12px; letter-spacing: 0.14em; text-transform: uppercase; color: var(--white-mid) !important; }\n  .elo-hero-genai-en-jumpnav .lnks { display: flex; flex-wrap: wrap; gap: 12px 24px; }\n  .elo-hero-genai-en-jumpnav a { font-family: var(--font-mono); font-size: 12px; font-weight: 500; letter-spacing: 0.1em; text-transform: uppercase; color: #ffffff !important; text-decoration: none !important; border-bottom: 1px solid transparent; padding-bottom: 2px; transition: color 0.2s ease, border-color 0.2s ease; }\n  .elo-hero-genai-en-jumpnav a.hovered { color: var(--lilac) !important; border-bottom-color: var(--lilac); }\n  @media (max-width: 900px) {\n    .elo-hero-genai-en-section { padding: 56px 24px 48px; }\n    .elo-hero-genai-en-jumpnav { margin-top: 40px; padding-top: 24px; gap: 14px 24px; }\n  }\n  @media (max-width: 600px) {\n    .elo-hero-genai-en-h1 { font-size: clamp(32px, 9.5vw, 50px); }\n    .elo-hero-genai-en-lede { font-size: 17px; }\n  }\n  @media (max-width: 400px) {\n    .elo-hero-genai-en-section { padding: 48px 20px 40px; }\n    .elo-hero-genai-en-ctas { flex-direction: column; align-items: stretch; }\n    .elo-hero-genai-en-btn { justify-content: center; width: 100%; }\n  }\n<\/style>\n<div class=\"elo-hero-genai-en-wrap\">\n  <section class=\"elo-hero-genai-en-section\">\n    <div class=\"page\">\n      <div class=\"elo-hero-genai-en-cluster\">\n        An offering within <a href=\"https:\/\/elogroup.com\/en\/solutions\/ai-data-analytics\/\" data-hover>AI &amp; Data Analytics<\/a>\n      <\/div>\n      <div class=\"elo-hero-genai-en-eyebrow\">GenAI &amp; AI Agents<\/div>\n      <h1 class=\"elo-hero-genai-en-h1\">From proof of concept to <em>productive scale.<\/em><\/h1>\n      <p class=\"elo-hero-genai-en-lede\">We co-create end-to-end generative AI and intelligent-agent solutions \u2014 connecting business strategy, data foundations and AI engineering to generate measurable value.<\/p>\n      <div class=\"elo-hero-genai-en-ctas\">\n        <a href=\"https:\/\/elogroup.com\/en\/contact-us\/\" class=\"elo-hero-genai-en-btn elo-hero-genai-en-btn-solid\" data-hover>Talk to our team<\/a>\n        <a href=\"#abordagem\" class=\"elo-hero-genai-en-btn elo-hero-genai-en-btn-ghost\" data-hover>See the method<\/a>\n      <\/div>\n      <nav class=\"elo-hero-genai-en-jumpnav\" aria-label=\"Page navigation\">\n        <span class=\"lbl\">On this page<\/span>\n        <span class=\"lnks\">\n          <a href=\"#desafio\" data-hover>The challenge<\/a>\n          <a href=\"#abordagem\" data-hover>Approach<\/a>\n          <a href=\"#tecnologia\" data-hover>Technology<\/a>\n          <a href=\"#casos\" data-hover>Cases<\/a>\n        <\/span>\n      <\/nav>\n    <\/div>\n  <\/section>\n<\/div>\n<script>\n(function() {\n  var root = document.querySelector('.elo-hero-genai-en-wrap');\n  if (!root) return;\n  root.querySelectorAll('[data-hover]').forEach(function(el) {\n    el.addEventListener('mouseenter', function() { el.classList.add('hovered'); });\n    el.addEventListener('mouseleave', function() { el.classList.remove('hovered'); });\n  });\n  root.querySelectorAll('a[href^=\"#\"]').forEach(function(a) {\n    a.addEventListener('click', function(e) {\n      var id = a.getAttribute('href').slice(1);\n      if (!id) return;\n      var t = document.getElementById(id);\n      if (t) { e.preventDefault(); t.scrollIntoView({ behavior: 'smooth', block: 'start' }); }\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 data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-element elementor-element-e90abbb e-flex e-con-boxed e-con e-parent\" data-id=\"e90abbb\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-b3c8fd7 elementor-widget elementor-widget-spacer\" data-id=\"b3c8fd7\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-601266f elementor-widget elementor-widget-html\" data-id=\"601266f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<!--\n  ELO Group \u2014 O Desafio \u00b7 GenAI & AI Agents (EN) | LIGHT\n  Bloco: elo-desafio-genai-en\n  Embed: Elementor \u2192 \"HTML\" widget\n  Background: apply white or off-white directly on the Elementor Section\n-->\n<link href=\"https:\/\/fonts.googleapis.com\/css2?family=JetBrains+Mono:wght@400;500&display=swap\" rel=\"stylesheet\">\n<style>\n  @font-face {\n    font-family: 'PP Telegraf';\n    src: url('https:\/\/elogroup.com.br\/wp-content\/uploads\/elementor\/fonts\/PPTelegraf-Regular.woff2') format('woff2'),\n         url('https:\/\/elogroup.com.br\/wp-content\/uploads\/elementor\/fonts\/PPTelegraf-Regular.woff') format('woff');\n    font-weight: 400;\n    font-display: swap;\n  }\n  .elo-desafio-genai-en-wrap {\n    --blue: #0C1BA8;\n    --ink: #1A1A1A;\n    --mute: #797C86;\n    --body: #505050;\n    --line: #E8E8E5;\n    --line-strong: #D5D5D2;\n    --paper: #F6F5F2;\n    --font-sans-reg: 'PP Telegraf Regular', 'PP Telegraf', 'Helvetica Neue', Arial, sans-serif;\n    --font-sans-bold: 'PP Telegraf Bold', 'PP Telegraf', 'Helvetica Neue', Arial, sans-serif;\n    --font-mono: 'JetBrains Mono', ui-monospace, SFMono-Regular, Menlo, monospace;\n    background: transparent;\n    color: var(--ink);\n    font-family: var(--font-sans-reg);\n    font-weight: 400;\n  }\n  .elo-desafio-genai-en-wrap *,\n  .elo-desafio-genai-en-wrap *::before,\n  .elo-desafio-genai-en-wrap *::after { box-sizing: border-box; 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font-weight: 400; color: var(--ink) !important; }\n  .elo-desafio-genai-en-grid { display: grid; grid-template-columns: repeat(4, 1fr); gap: 28px; }\n  .elo-desafio-genai-en-card { position: relative; padding-top: 24px; border-top: 1px solid var(--line); transition: transform 0.3s ease; }\n  .elo-desafio-genai-en-card::before { content: ''; position: absolute; top: -1px; left: 0; width: 100%; height: 2px; background: var(--blue); transform: scaleX(0); transform-origin: left; transition: transform 0.4s cubic-bezier(0.4, 0, 0.2, 1); }\n  .elo-desafio-genai-en-card.hovered { transform: translateY(-4px); }\n  .elo-desafio-genai-en-card.hovered::before { transform: scaleX(1); }\n  .elo-desafio-genai-en-card .n { font-family: var(--font-mono); font-size: 12px; letter-spacing: 0.08em; color: var(--blue) !important; }\n  .elo-desafio-genai-en-card .t {\n    font-family: var(--font-sans-reg); font-size: 18px; font-weight: 400; letter-spacing: -0.012em; line-height: 1.25;\n    color: var(--ink) !important; margin: 16px 0 14px; max-width: 22ch; transition: color 0.2s ease;\n  }\n  .elo-desafio-genai-en-card.hovered .t { color: var(--blue) !important; }\n  .elo-desafio-genai-en-card .d { font-family: var(--font-sans-reg); font-size: 14px; line-height: 1.55; color: var(--mute) !important; margin: 0; }\n  @media (max-width: 1024px) {\n    .elo-desafio-genai-en-grid { grid-template-columns: 1fr 1fr; gap: 28px; }\n  }\n  @media (max-width: 900px) {\n    .elo-desafio-genai-en-wrap .page { padding: 0 24px; }\n    .elo-desafio-genai-en-head { grid-template-columns: 1fr; gap: 28px; margin-bottom: 48px; }\n  }\n  @media (max-width: 600px) {\n    .elo-desafio-genai-en-h2 { font-size: clamp(26px, 7.5vw, 36px); }\n    .elo-desafio-genai-en-grid { grid-template-columns: 1fr; gap: 24px; }\n  }\n  @media (max-width: 400px) {\n    .elo-desafio-genai-en-wrap .page { padding: 0 20px; }\n  }\n<\/style>\n<div class=\"elo-desafio-genai-en-wrap\">\n  <section class=\"elo-desafio-genai-en-section\" id=\"desafio\">\n    <div class=\"page\">\n      <div class=\"elo-desafio-genai-en-head\">\n        <div>\n          <div class=\"elo-desafio-genai-en-meta\">The challenge<\/div>\n          <h2 class=\"elo-desafio-genai-en-h2\">GenAI adoption has matured. Why do so few organizations still capture value at scale?<\/h2>\n        <\/div>\n        <div class=\"elo-desafio-genai-en-paras\">\n          <p>72% of organizations already use GenAI in at least one business function, but <strong>74% still struggle to capture real value<\/strong>, and 30% of projects are abandoned after the PoC phase. The bottleneck isn't the technology \u2014 it's how organizations connect strategy, data, people and processes.<\/p>\n          <p>In our view, GenAI generates value when treated as a <strong>means, not an end<\/strong>. The relevant question isn't \"how do we apply AI?\", but \"which business problem do we need to solve \u2014 and what combination of techniques, architecture and data best sustains it at scale?\".<\/p>\n        <\/div>\n      <\/div>\n      <div class=\"elo-desafio-genai-en-grid\">\n        <div class=\"elo-desafio-genai-en-card\">\n          <div class=\"n\">\u2014 01<\/div>\n          <p class=\"t\">Distance between business and solution<\/p>\n          <p class=\"d\">Those who understand the problem rarely talk to those who understand the technique \u2014 and that stalls value creation.<\/p>\n        <\/div>\n        <div class=\"elo-desafio-genai-en-card\">\n          <div class=\"n\">\u2014 02<\/div>\n          <p class=\"t\">AI treated as a strategy, not a tool<\/p>\n          <p class=\"d\">Without clear business objectives, projects become isolated experiments with no measurable ROI.<\/p>\n        <\/div>\n        <div class=\"elo-desafio-genai-en-card\">\n          <div class=\"n\">\u2014 03<\/div>\n          <p class=\"t\">Immature data foundations<\/p>\n          <p class=\"d\">Siloed data, without quality or context, makes the leap from PoC to production at scale unfeasible.<\/p>\n        <\/div>\n        <div class=\"elo-desafio-genai-en-card\">\n          <div class=\"n\">\u2014 04<\/div>\n          <p class=\"t\">Analytics culture still under construction<\/p>\n          <p class=\"d\">A lack of AI literacy among leaders and operational teams limits real day-to-day adoption.<\/p>\n        <\/div>\n      <\/div>\n    <\/div>\n  <\/section>\n<\/div>\n<script>\n(function() {\n  var root = document.querySelector('.elo-desafio-genai-en-wrap');\n  if (!root) return;\n  root.querySelectorAll('.elo-desafio-genai-en-card').forEach(function(el) {\n    el.addEventListener('mouseenter', function() { el.classList.add('hovered'); 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font-size: 14px; line-height: 1.45; color: var(--ink) !important; margin: 0; }\n  .elo-abordagem-genai-en-dl { font-family: var(--font-mono); font-size: 11px; letter-spacing: 0.08em; text-transform: uppercase; color: var(--mute) !important; margin: 0 0 14px; }\n  .elo-abordagem-genai-en-list { list-style: none; margin: 0; padding: 0; }\n  .elo-abordagem-genai-en-list li { font-family: var(--font-sans-reg); font-size: 14px; line-height: 1.4; color: var(--ink) !important; padding: 11px 0 11px 20px; border-top: 1px solid var(--line); position: relative; }\n  .elo-abordagem-genai-en-list li:first-child { border-top: 0; }\n  .elo-abordagem-genai-en-list li::before { content: '\u21b3'; position: absolute; left: 0; color: var(--mute) !important; font-family: var(--font-mono); font-size: 12px; }\n  @media (max-width: 900px) {\n    .elo-abordagem-genai-en-wrap .page { padding: 0 24px; }\n    .elo-abordagem-genai-en-head { grid-template-columns: 1fr; gap: 20px; margin-bottom: 48px; align-items: start; }\n    .elo-abordagem-genai-en-bar { grid-template-columns: 1fr 32px; gap: 14px; }\n    .elo-abordagem-genai-en-bar .meta-col { grid-column: 1; }\n    .elo-abordagem-genai-en-bar .title { grid-column: 1; }\n    .elo-abordagem-genai-en-bar .ind { grid-column: 2; grid-row: 1 \/ span 2; align-self: center; }\n    .elo-abordagem-genai-en-panel-in { grid-template-columns: 1fr; gap: 20px; }\n    .elo-abordagem-genai-en-panel-in .sp { display: none; }\n    .elo-abordagem-genai-en-item.open .elo-abordagem-genai-en-panel { max-height: 1400px; }\n  }\n  @media (max-width: 600px) {\n    .elo-abordagem-genai-en-h2 { font-size: clamp(26px, 7.5vw, 38px); }\n    .elo-abordagem-genai-en-bar .title { font-size: 20px; }\n  }\n  @media (max-width: 400px) {\n    .elo-abordagem-genai-en-wrap .page { padding: 0 20px; }\n  }\n<\/style>\n<div class=\"elo-abordagem-genai-en-wrap\">\n  <section class=\"elo-abordagem-genai-en-section\" id=\"abordagem\">\n    <div class=\"page\">\n      <div class=\"elo-abordagem-genai-en-head\">\n        <div class=\"elo-abordagem-genai-en-meta\">Our approach<\/div>\n        <div>\n          <h2 class=\"elo-abordagem-genai-en-h2\">From strategy to operation, in <em>four layers of depth<\/em><\/h2>\n          <p class=\"elo-abordagem-genai-en-intro\">A sequential method in which each layer inherits the decisions of the previous one and deepens the technical specification \u2014 without losing the connection to business strategy.<\/p>\n        <\/div>\n      <\/div>\n      <div class=\"elo-abordagem-genai-en-acc\">\n\n        <div class=\"elo-abordagem-genai-en-item open\">\n          <button class=\"elo-abordagem-genai-en-bar\" data-hover aria-expanded=\"true\">\n            <span class=\"meta-col\"><span class=\"layer\">01 \u00b7 Strategy<\/span><span class=\"q\"><BR>Why do it?<\/span><\/span>\n            <span class=\"title\">Connect AI to the business strategy<\/span>\n            <span class=\"ind\" aria-hidden=\"true\"><\/span>\n          <\/button>\n          <div class=\"elo-abordagem-genai-en-panel\">\n            <div class=\"elo-abordagem-genai-en-panel-in\">\n              <div class=\"sp\"><\/div>\n              <div>\n                <p class=\"elo-abordagem-genai-en-desc\">Before any line of code, we anchor the project in the company's Data &amp; AI strategy. We map use cases from the value levers and validate the acceptable risk level and data readiness.<\/p>\n                <div class=\"elo-abordagem-genai-en-hl\"><p class=\"hll\">Outcome of this layer<\/p><p class=\"hlv\">A prioritized portfolio of use cases with value hypotheses and validated risk level.<\/p><\/div>\n              <\/div>\n              <div>\n                <p class=\"elo-abordagem-genai-en-dl\">Key decisions<\/p>\n                <ul class=\"elo-abordagem-genai-en-list\">\n                  <li>Use cases prioritized within the company strategy<\/li>\n                  <li>Value levers and business case<\/li>\n                  <li>Risk tolerance (exposure, ethical, financial)<\/li>\n                  <li>Data and infrastructure readiness<\/li>\n                <\/ul>\n              <\/div>\n            <\/div>\n          <\/div>\n        <\/div>\n\n        <div class=\"elo-abordagem-genai-en-item\">\n          <button class=\"elo-abordagem-genai-en-bar\" data-hover aria-expanded=\"false\">\n            <span class=\"meta-col\"><span class=\"layer\">02 \u00b7 Approach<\/span><span class=\"q\"><br>How to deliver?<\/span><\/span>\n            <span class=\"title\">Calibrate delivery to the level of uncertainty<\/span>\n            <span class=\"ind\" aria-hidden=\"true\"><\/span>\n          <\/button>\n          <div class=\"elo-abordagem-genai-en-panel\">\n            <div class=\"elo-abordagem-genai-en-panel-in\">\n              <div class=\"sp\"><\/div>\n              <div>\n                <p class=\"elo-abordagem-genai-en-desc\">When there's doubt about applicability, we start with a quick PoC. When there's consensus but no evidence of value, we move to a PoV. When it's feasible, we build an MVP or a production solution.<\/p>\n                <div class=\"elo-abordagem-genai-en-hl\"><p class=\"hll\">Delivery models<\/p><p class=\"hlv\">PoC 1\u20132 days \u00b7 PoV 2\u20134 weeks \u00b7 MVP 8\u201312 weeks \u00b7 Production.<\/p><\/div>\n              <\/div>\n              <div>\n                <p class=\"elo-abordagem-genai-en-dl\">Key decisions<\/p>\n                <ul class=\"elo-abordagem-genai-en-list\">\n                  <li>Model: PoC \u00b7 PoV \u00b7 MVP \u00b7 Production<\/li>\n                  <li>Strategy: automation \u00b7 AI Workflow \u00b7 AI Agent<\/li>\n                  <li>Interface: conversational \u00b7 multimodal \u00b7 copilot<\/li>\n                  <li>Security and ethics guardrails<\/li>\n                <\/ul>\n              <\/div>\n            <\/div>\n          <\/div>\n        <\/div>\n\n        <div class=\"elo-abordagem-genai-en-item\">\n          <button class=\"elo-abordagem-genai-en-bar\" data-hover aria-expanded=\"false\">\n            <span class=\"meta-col\"><span class=\"layer\">03 \u00b7 Design<\/span><span class=\"q\"><br>How to build?<\/span><\/span>\n            <span class=\"title\">AI engineering to scale the solution<\/span>\n            <span class=\"ind\" aria-hidden=\"true\"><\/span>\n          <\/button>\n          <div class=\"elo-abordagem-genai-en-panel\">\n            <div class=\"elo-abordagem-genai-en-panel-in\">\n              <div class=\"sp\"><\/div>\n              <div>\n                <p class=\"elo-abordagem-genai-en-desc\">The deep technical layer. We specify the agent type, memory architecture, combined techniques (RAG, Reasoning, Fine-Tuning) and the tools the agent will access \u2014 APIs, ERPs, databases, search engines.<\/p>\n                <div class=\"elo-abordagem-genai-en-hl\"><p class=\"hll\">Technical stack<\/p><p class=\"hlv\">RAG \u00b7 CAG \u00b7 Text-to-SQL \u00b7 Reasoning \u00b7 Fine-Tuning, in single, multi and hierarchical architectures.<\/p><\/div>\n              <\/div>\n              <div>\n                <p class=\"elo-abordagem-genai-en-dl\">Key decisions<\/p>\n                <ul class=\"elo-abordagem-genai-en-list\">\n                  <li>Agent type: single \u00b7 multi \u00b7 hierarchical<\/li>\n                  <li>Memory: short \u00b7 long term \u00b7 semantic \u00b7 episodic<\/li>\n                  <li>Techniques: RAG \u00b7 CAG \u00b7 Text-to-SQL \u00b7 Reasoning<\/li>\n                  <li>Tools and integrations with internal systems<\/li>\n                <\/ul>\n              <\/div>\n            <\/div>\n          <\/div>\n        <\/div>\n\n        <div class=\"elo-abordagem-genai-en-item\">\n          <button class=\"elo-abordagem-genai-en-bar\" data-hover aria-expanded=\"false\">\n            <span class=\"meta-col\"><span class=\"layer\">04 \u00b7 Operation<\/span><span class=\"q\"><br>Is it delivering value?<\/span><\/span>\n            <span class=\"title\">Measure the agent and the business impact<\/span>\n            <span class=\"ind\" aria-hidden=\"true\"><\/span>\n          <\/button>\n          <div class=\"elo-abordagem-genai-en-panel\">\n            <div class=\"elo-abordagem-genai-en-panel-in\">\n              <div class=\"sp\"><\/div>\n              <div>\n                <p class=\"elo-abordagem-genai-en-desc\">GenAI without measurement becomes investment without return. We measure across two dimensions: agent performance (precision, recall, hit rate) and business impact (AHT, conversion, FTE freed up).<\/p>\n                <div class=\"elo-abordagem-genai-en-hl\"><p class=\"hll\">Dual metrics<\/p><p class=\"hlv\">Agent performance (precision, recall) + business impact (AHT, conversion, FTE freed up).<\/p><\/div>\n              <\/div>\n              <div>\n                <p class=\"elo-abordagem-genai-en-dl\">Key decisions<\/p>\n                <ul class=\"elo-abordagem-genai-en-list\">\n                  <li>Performance: annotated responses \u00b7 feedback \u00b7 validation<\/li>\n                  <li>Operational impact: SLA \u00b7 cost \u00b7 FTE freed up<\/li>\n                  <li>Tactical impact: NPS \u00b7 conversion \u00b7 revenue<\/li>\n                  <li>Evolution roadmap and governance<\/li>\n                <\/ul>\n              <\/div>\n            <\/div>\n          <\/div>\n        <\/div>\n\n      <\/div>\n    <\/div>\n  <\/section>\n<\/div>\n<script>\n(function() {\n  var root = document.querySelector('.elo-abordagem-genai-en-wrap');\n  if (!root) return;\n  var items = root.querySelectorAll('.elo-abordagem-genai-en-item');\n  items.forEach(function(item) {\n    var bar = item.querySelector('.elo-abordagem-genai-en-bar');\n    bar.addEventListener('mouseenter', function() { bar.classList.add('hovered'); 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color: var(--mute) !important; margin: 0; }\n  @media (max-width: 1024px) {\n    .elo-execucao-genai-en-flow { grid-template-columns: repeat(2, 1fr); gap: 24px; }\n  }\n  @media (max-width: 900px) {\n    .elo-execucao-genai-en-wrap .page { padding: 0 24px; }\n    .elo-execucao-genai-en-head { grid-template-columns: 1fr; gap: 20px; margin-bottom: 48px; align-items: start; }\n  }\n  @media (max-width: 600px) {\n    .elo-execucao-genai-en-h2 { font-size: clamp(24px, 7vw, 34px); }\n    .elo-execucao-genai-en-flow { grid-template-columns: 1fr; gap: 22px; }\n  }\n  @media (max-width: 400px) {\n    .elo-execucao-genai-en-wrap .page { padding: 0 20px; }\n  }\n<\/style>\n<div class=\"elo-execucao-genai-en-wrap\">\n  <section class=\"elo-execucao-genai-en-section\">\n    <div class=\"page\">\n      <div class=\"elo-execucao-genai-en-head\">\n        <div class=\"elo-execucao-genai-en-meta\">How we execute<\/div>\n        <h2 class=\"elo-execucao-genai-en-h2\">5 execution stages, <em>from framing to deploy<\/em><\/h2>\n      <\/div>\n      <div class=\"elo-execucao-genai-en-flow\">\n        <div class=\"elo-execucao-genai-en-step\">\n          <div class=\"num\">01<\/div>\n          <p class=\"t\">Framing<\/p>\n          <p class=\"d\">Understanding the challenge, mapping use cases and defining guardrails.<\/p>\n        <\/div>\n        <div class=\"elo-execucao-genai-en-step\">\n          <div class=\"num\">02<\/div>\n          <p class=\"t\">Understanding &amp; Preparation<\/p>\n          <p class=\"d\">Environment provisioning, data sanity check and flow design.<\/p>\n        <\/div>\n        <div class=\"elo-execucao-genai-en-step\">\n          <div class=\"num\">03<\/div>\n          <p class=\"t\">AI Engineering<\/p>\n          <p class=\"d\">Prompt engineering, ingestion pipelines, orchestration and prototyping.<\/p>\n        <\/div>\n        <div class=\"elo-execucao-genai-en-step\">\n          <div class=\"num\">04<\/div>\n          <p class=\"t\">Refinement<\/p>\n          <p class=\"d\">Feedback collection, prompt tuning and end-to-end cost estimation.<\/p>\n        <\/div>\n        <div class=\"elo-execucao-genai-en-step\">\n          <div class=\"num\">05<\/div>\n          <p class=\"t\">Deployment<\/p>\n          <p class=\"d\">Production deploy, knowledge transfer and monitoring indicators.<\/p>\n        <\/div>\n      <\/div>\n    <\/div>\n  <\/section>\n<\/div>\n<script>\n(function() {\n  var root = document.querySelector('.elo-execucao-genai-en-wrap');\n  if (!root) return;\n  root.querySelectorAll('.elo-execucao-genai-en-step').forEach(function(el) {\n    el.addEventListener('mouseenter', function() { el.classList.add('hovered'); 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}\n  .elo-tecnologia-genai-en-grid { display: grid; grid-template-columns: repeat(3, 1fr); gap: 28px; }\n  .elo-tecnologia-genai-en-col { position: relative; padding-top: 26px; border-top: 1px solid var(--line); transition: transform 0.3s ease; }\n  .elo-tecnologia-genai-en-col::before { content: ''; position: absolute; top: -1px; left: 0; width: 100%; height: 2px; background: var(--blue); transform: scaleX(0); transform-origin: left; transition: transform 0.4s cubic-bezier(0.4, 0, 0.2, 1); }\n  .elo-tecnologia-genai-en-col.hovered { transform: translateY(-4px); }\n  .elo-tecnologia-genai-en-col.hovered::before { transform: scaleX(1); }\n  .elo-tecnologia-genai-en-col .cat { font-family: var(--font-mono); font-size: 11px; letter-spacing: 0.1em; text-transform: uppercase; color: var(--blue) !important; }\n  .elo-tecnologia-genai-en-col .t { font-family: var(--font-sans-reg); font-size: clamp(19px, 1.7vw, 22px); font-weight: 400; letter-spacing: -0.014em; line-height: 1.2; color: var(--ink) !important; margin: 16px 0 16px; max-width: 20ch; transition: color 0.2s ease; }\n  .elo-tecnologia-genai-en-col.hovered .t { color: var(--blue) !important; }\n  .elo-tecnologia-genai-en-col .d { font-family: var(--font-sans-reg); font-size: 14px; line-height: 1.6; color: var(--mute) !important; margin: 0; }\n  @media (max-width: 900px) {\n    .elo-tecnologia-genai-en-wrap .page { padding: 0 24px; }\n    .elo-tecnologia-genai-en-head { grid-template-columns: 1fr; gap: 24px; margin-bottom: 48px; }\n    .elo-tecnologia-genai-en-grid { grid-template-columns: 1fr; gap: 24px; }\n  }\n  @media (max-width: 600px) {\n    .elo-tecnologia-genai-en-h2 { font-size: clamp(30px, 9vw, 44px); }\n  }\n  @media (max-width: 400px) {\n    .elo-tecnologia-genai-en-wrap .page { padding: 0 20px; }\n  }\n<\/style>\n<div class=\"elo-tecnologia-genai-en-wrap\">\n  <section class=\"elo-tecnologia-genai-en-section\" id=\"tecnologia\">\n    <div class=\"page\">\n      <div class=\"elo-tecnologia-genai-en-head\">\n        <div>\n          <div class=\"elo-tecnologia-genai-en-meta\">Technology &amp; AI<\/div>\n          <h2 class=\"elo-tecnologia-genai-en-h2\">90% engineering, <em>10% model<\/em><\/h2>\n        <\/div>\n        <p class=\"elo-tecnologia-genai-en-body\">An AI agent's real performance depends far more on the architecture around the model \u2014 integration, memory, orchestration, observability and security \u2014 than on the choice of LLM itself. It's this engineering that ensures the solution scales, is reliable and generates value sustainably.<\/p>\n      <\/div>\n      <div class=\"elo-tecnologia-genai-en-grid\">\n        <div class=\"elo-tecnologia-genai-en-col\">\n          <div class=\"cat\">Analytics<\/div>\n          <p class=\"t\">AI-ready data foundations<\/p>\n          <p class=\"d\">We structure pipelines, quality, governance and data availability for model consumption \u2014 in on-premise or cloud Big Data architectures.<\/p>\n        <\/div>\n        <div class=\"elo-tecnologia-genai-en-col\">\n          <div class=\"cat\">Technology &amp; Automation<\/div>\n          <p class=\"t\">Cloud-agnostic architecture<\/p>\n          <p class=\"d\">We work across Azure, AWS and GCP with certified partnerships, choosing the most suitable stack for each scenario \u2014 with no technology lock-in.<\/p>\n        <\/div>\n        <div class=\"elo-tecnologia-genai-en-col\">\n          <div class=\"cat\">Generative AI<\/div>\n          <p class=\"t\">Specialist and multi-agent systems<\/p>\n          <p class=\"d\">We apply RAG, CAG, Text-to-SQL, Reasoning, Fine-Tuning and Web Search in single-agent, multi-agent and hierarchical architectures, integrating short- and long-term memory.<\/p>\n        <\/div>\n      <\/div>\n    <\/div>\n  <\/section>\n<\/div>\n<script>\n(function() {\n  var root = document.querySelector('.elo-tecnologia-genai-en-wrap');\n  if (!root) return;\n  root.querySelectorAll('.elo-tecnologia-genai-en-col').forEach(function(el) {\n    el.addEventListener('mouseenter', function() { el.classList.add('hovered'); });\n    el.addEventListener('mouseleave', function() { el.classList.remove('hovered'); });\n  });\n})();\n<\/script>\n\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 data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-element elementor-element-61ff57b e-flex e-con-boxed e-con e-parent\" data-id=\"61ff57b\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-4379eb1 elementor-widget elementor-widget-spacer\" data-id=\"4379eb1\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-fc21fa9 elementor-widget elementor-widget-html\" data-id=\"fc21fa9\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<!--\n  ELO Group \u2014 Por que a EloGroup \u00b7 GenAI & AI Agents (EN) | LIGHT\n  Bloco: elo-porque-genai-en\n  Embed: Elementor \u2192 \"HTML\" widget\n  Background: apply white or off-white directly on the Elementor Section\n-->\n<link href=\"https:\/\/fonts.googleapis.com\/css2?family=JetBrains+Mono:wght@400;500&display=swap\" rel=\"stylesheet\">\n<style>\n  @font-face {\n    font-family: 'PP Telegraf';\n    src: url('https:\/\/elogroup.com.br\/wp-content\/uploads\/elementor\/fonts\/PPTelegraf-Regular.woff2') format('woff2'),\n         url('https:\/\/elogroup.com.br\/wp-content\/uploads\/elementor\/fonts\/PPTelegraf-Regular.woff') format('woff');\n    font-weight: 400;\n    font-display: swap;\n  }\n  .elo-porque-genai-en-wrap {\n    --blue: #0C1BA8;\n    --ink: #1A1A1A;\n    --mute: #797C86;\n    --body: #505050;\n    --line: #E8E8E5;\n    --font-sans-reg: 'PP Telegraf Regular', 'PP Telegraf', 'Helvetica Neue', Arial, sans-serif;\n    --font-mono: 'JetBrains Mono', ui-monospace, SFMono-Regular, Menlo, monospace;\n    background: transparent;\n    color: var(--ink);\n    font-family: var(--font-sans-reg);\n    font-weight: 400;\n  }\n  .elo-porque-genai-en-wrap *,\n  .elo-porque-genai-en-wrap *::before,\n  .elo-porque-genai-en-wrap *::after { box-sizing: border-box; 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margin-bottom: 48px; align-items: start; }\n    .elo-porque-genai-en-grid { grid-template-columns: 1fr 1fr; gap: 32px 24px; }\n  }\n  @media (max-width: 600px) {\n    .elo-porque-genai-en-h2 { font-size: clamp(26px, 7.5vw, 36px); }\n    .elo-porque-genai-en-grid { grid-template-columns: 1fr; gap: 28px; }\n  }\n  @media (max-width: 400px) {\n    .elo-porque-genai-en-wrap .page { padding: 0 20px; }\n  }\n<\/style>\n<div class=\"elo-porque-genai-en-wrap\">\n  <section class=\"elo-porque-genai-en-section\">\n    <div class=\"page\">\n      <div class=\"elo-porque-genai-en-head\">\n        <div>\n          <div class=\"elo-porque-genai-en-meta\">Why EloGroup<\/div>\n          <h2 class=\"elo-porque-genai-en-h2\">A Center of Excellence focused on scalable, replicable solutions<\/h2>\n        <\/div>\n        <p class=\"elo-porque-genai-en-intro\">We run a dedicated, multidisciplinary structure \u2014 made up of business teams, developers, data scientists and data engineers \u2014 focused on building GenAI solutions ready for production and continuous evolution.<\/p>\n      <\/div>\n      <div class=\"elo-porque-genai-en-grid\">\n        <div class=\"elo-porque-genai-en-card\">\n          <div class=\"n\">\u2014 01<\/div>\n          <p class=\"t\">Dedicated, multidisciplinary Center of Excellence<\/p>\n          <p class=\"d\">A permanent structure of business teams, developers, data scientists and data engineers \u2014 combining technical depth and strategic vision across three fronts (analytical, business and product), with its own operating model.<\/p>\n        <\/div>\n        <div class=\"elo-porque-genai-en-card\">\n          <div class=\"n\">\u2014 02<\/div>\n          <p class=\"t\">Scalable, replicable solutions<\/p>\n          <p class=\"d\">We build reusable blocks from delivered cases \u2014 Contracts Agent, Judicial Process Analysis, HR Agent, Document Analysis \u2014 accelerating the time-to-value of new implementations across different contexts.<\/p>\n        <\/div>\n        <div class=\"elo-porque-genai-en-card\">\n          <div class=\"n\">\u2014 03<\/div>\n          <p class=\"t\">Technical-business depth<\/p>\n          <p class=\"d\">We don't deliver off-the-shelf solutions. We co-create with the client in short, iterative cycles, adapting the best technical practices to the real business context \u2014 with a consultative approach and joint development.<\/p>\n        <\/div>\n        <div class=\"elo-porque-genai-en-card\">\n          <div class=\"n\">\u2014 04<\/div>\n          <p class=\"t\">Connection to data foundations<\/p>\n          <p class=\"d\">We integrate GenAI with our AI strategy, data platforms, AI literacy and governance offerings \u2014 extending impact beyond the agent, acting on organizational transformation as a whole.<\/p>\n        <\/div>\n      <\/div>\n    <\/div>\n  <\/section>\n<\/div>\n<script>\n(function() {\n  var root = document.querySelector('.elo-porque-genai-en-wrap');\n  if (!root) return;\n  root.querySelectorAll('.elo-porque-genai-en-card').forEach(function(el) {\n    el.addEventListener('mouseenter', function() { el.classList.add('hovered'); });\n    el.addEventListener('mouseleave', function() { el.classList.remove('hovered'); 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letter-spacing: -0.022em; }\n  }\n  @media (max-width: 400px) {\n    .elo-casos-genai-en-wrap .page { padding: 0 20px; }\n  }\n<\/style>\n<div class=\"elo-casos-genai-en-wrap\">\n  <section class=\"elo-casos-genai-en-section\" id=\"casos\">\n    <div class=\"page\">\n      <div class=\"elo-casos-genai-en-head\">\n        <div>\n          <div class=\"elo-casos-genai-en-meta\">Success cases<\/div>\n          <p class=\"elo-casos-genai-en-intro\">More than 20 GenAI &amp; AI Agents projects delivered, from public to private sector \u2014 Justice, Finance, Environment, Industry and internal operations.<\/p>\n        <\/div>\n        <h2 class=\"elo-casos-genai-en-h2\">Solutions in production, <em>generating measurable value<\/em><\/h2>\n      <\/div>\n      <div class=\"elo-casos-genai-en-grid\">\n\n        <div class=\"elo-casos-genai-en-card\">\n          <div class=\"cimg\">\n            <img decoding=\"async\" src=\"https:\/\/elogroup.com\/wp-content\/uploads\/2021\/08\/governo.jpg\" alt=\"Public Sector \u2014 Justice\" loading=\"lazy\" \/>\n            <span class=\"csector\">Public Sector \u2014 Justice<\/span>\n          <\/div>\n          <p class=\"ckicker\">Multi-agent \u00b7 RAG<\/p>\n          <p class=\"ctitle\">Intelligent analysis of judicial processes<\/p>\n          <div class=\"chint\">Learn more <span class=\"arr\">\u2192<\/span><\/div>\n          <div class=\"creveal\">\n            <p class=\"cdesc\">AI agent for the analysis and consolidation of criminal, family and penal-execution cases, with generation of initial drafts. Deployed at a state Public Prosecutor's Office, with a relevant productivity gain in triage.<\/p>\n          <\/div>\n        <\/div>\n\n        <div class=\"elo-casos-genai-en-card\">\n          <div class=\"cimg\">\n            <img decoding=\"async\" src=\"https:\/\/elogroup.com\/wp-content\/uploads\/2026\/03\/u4978269314_A_vector_illustration_of_an_open_system_structure_6cc2269d-6fc3-4878-9117-40bf8d0e751c_2-1.png\" alt=\"Education\" loading=\"lazy\" \/>\n            <span class=\"csector\">Education<\/span>\n          <\/div>\n          <p class=\"ckicker\">GenAI \u00b7 Prompt Eng.<\/p>\n          <p class=\"ctitle\">Educational question generator<\/p>\n          <div class=\"chint\">Learn more <span class=\"arr\">\u2192<\/span><\/div>\n          <div class=\"creveal\">\n            <p class=\"cdesc\">A GenAI solution for assisted generation and curation of questions at scale, integrated into the editorial workflow of one of the country's largest education organizations \u2014 reducing the pedagogical content production cycle.<\/p>\n          <\/div>\n        <\/div>\n\n        <div class=\"elo-casos-genai-en-card\">\n          <div class=\"cimg\">\n            <img decoding=\"async\" src=\"https:\/\/elogroup.com\/wp-content\/uploads\/2023\/08\/big-data.png\" alt=\"Digital Infrastructure\" loading=\"lazy\" \/>\n            <span class=\"csector\">Digital Infrastructure<\/span>\n          <\/div>\n          <p class=\"ckicker\">RAG \u00b7 Semantic Search<\/p>\n          <p class=\"ctitle\">Corporate contracts agent<\/p>\n          <div class=\"chint\">Learn more <span class=\"arr\">\u2192<\/span><\/div>\n          <div class=\"creveal\">\n            <p class=\"cdesc\">An AI assistant for querying and analyzing contract clauses across multiple business areas at a leading data center operator, with RAG-based semantic search over the document base \u2014 reducing manual search demands.<\/p>\n          <\/div>\n        <\/div>\n\n      <\/div>\n    <\/div>\n  <\/section>\n<\/div>\n<script>\n(function() {\n  var root = document.querySelector('.elo-casos-genai-en-wrap');\n  if (!root) return;\n  var mq = window.matchMedia('(max-width: 900px)');\n  var cards = root.querySelectorAll('.elo-casos-genai-en-card');\n  cards.forEach(function(card) {\n    card.addEventListener('mouseenter', function() { if (!mq.matches) card.classList.add('hovered'); 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}\n  }\n<\/style>\n<div class=\"elo-depoimento-genai-en-wrap\">\n  <section class=\"elo-depoimento-genai-en-section\">\n    <div class=\"page\">\n      <div class=\"elo-depoimento-genai-en-grid\">\n        <div>\n          <div class=\"elo-depoimento-genai-en-meta\">Featured testimonial<\/div>\n          <h2 class=\"elo-depoimento-genai-en-h2\">Institutional recognition of solutions in production<\/h2>\n          <p class=\"elo-depoimento-genai-en-p\">GenAI projects developed by EloGroup have impact publicly recognized by sector authorities.<\/p>\n          <div class=\"elo-depoimento-genai-en-facts\">\n            <div class=\"elo-depoimento-genai-en-fact\"><p class=\"fl\">Highlighted clip<\/p><p class=\"fv\">0:08 \u2013 0:15<\/p><\/div>\n            <div class=\"elo-depoimento-genai-en-fact\"><p class=\"fl\">Sector<\/p><p class=\"fv\">Public Sector \u2014 Justice<\/p><\/div>\n          <\/div>\n        <\/div>\n        <div class=\"elo-depoimento-genai-en-video\">\n          <video controls playsinline preload=\"metadata\">\n            <source src=\"https:\/\/elogroup.com\/wp-content\/uploads\/2026\/06\/BARROSOEN.mov\" type=\"video\/mp4\">\n            Your browser does not support HTML5 video.\n          <\/video>\n        <\/div>\n      <\/div>\n    <\/div>\n  <\/section>\n<\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0246428 elementor-widget elementor-widget-spacer\" data-id=\"0246428\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\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 data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-element elementor-element-bddacfb e-flex e-con-boxed e-con e-parent\" data-id=\"bddacfb\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-9352cde elementor-widget elementor-widget-spacer\" data-id=\"9352cde\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-af961d0 elementor-widget elementor-widget-html\" data-id=\"af961d0\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<!--\n  ELO Group \u2014 Relacionados \u00b7 GenAI & AI Agents (EN)\n  Bloco: elo-relacionados-genai-en\n  Embed: Elementor \u2192 widget \"HTML\"\n  Background: transparent \u2014 apply white directly on the Elementor Section\n  Cluster: AI & Data Analytics \u2192 Generative AI & AI Agents (insights-category). 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padding-top: 16px; border-top: 1px solid var(--line); display: flex; justify-content: space-between; align-items: center; gap: 12px; font-family: var(--font-mono); font-size: 11px; letter-spacing: 0.06em; text-transform: uppercase; color: var(--mute) !important; }\n  .elo-relacionados-genai-en-card .card-arrow { font-family: var(--font-sans-reg); font-size: 16px; color: var(--ink) !important; transition: transform 0.2s ease; }\n  .elo-relacionados-genai-en-card.hovered .card-arrow { color: var(--blue) !important; transform: translateX(4px); }\n  .elo-relacionados-genai-en-card--reports { background: var(--blue) !important; border-color: var(--blue); }\n  .elo-relacionados-genai-en-card--reports.hovered { border-color: rgba(255, 255, 255, 0.5); }\n  .elo-relacionados-genai-en-card--reports .card-badge { color: #ffffff !important; border-color: #ffffff; background: transparent !important; }\n  .elo-relacionados-genai-en-card--reports .card-cat { color: rgba(255, 255, 255, 0.7) !important; 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