{"id":30507,"date":"2026-04-28T07:00:00","date_gmt":"2026-04-28T07:00:00","guid":{"rendered":"https:\/\/thecloud.group\/?p=30507"},"modified":"2026-04-28T01:06:24","modified_gmt":"2026-04-28T01:06:24","slug":"business-ai-why-80-of-projects-dont-generate-value-and-how-to-make-it-the-real-engine-of-your-business-4","status":"publish","type":"post","link":"https:\/\/thecloud.group\/en\/agentes-de-ia-la-nueva-revolucion-empresarial-que-esta-cambiando-como-operan-las-empresas\/","title":{"rendered":"AI Agents: The New Business Revolution That Is Changing How Companies Operate"},"content":{"rendered":"<div data-elementor-type=\"wp-post\" data-elementor-id=\"30507\" class=\"elementor elementor-30507\" data-elementor-post-type=\"post\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-376e7ba3 elementor-section-stretched elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"376e7ba3\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;stretch_section&quot;:&quot;section-stretched&quot;,&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t\t<div class=\"elementor-background-overlay\"><\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-282dfd6e\" data-id=\"282dfd6e\" data-element_type=\"column\" data-e-type=\"column\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-1f031e5a elementor-widget elementor-widget-image\" data-id=\"1f031e5a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/thecloud.group\/wp-content\/uploads\/elementor\/thumbs\/logo-pd8scx7e21qrxkwrdlcuh7c8eeq4vmzqsjri81k6ps.png\" title=\"logo\" alt=\"logo\" loading=\"lazy\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-6cb5a9a0 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"6cb5a9a0\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-inner-column elementor-element elementor-element-13ae91dd\" data-id=\"13ae91dd\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-inner-column elementor-element elementor-element-18a53d0b\" data-id=\"18a53d0b\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-5afb5859 elementor-widget elementor-widget-heading\" data-id=\"5afb5859\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h1 class=\"elementor-heading-title elementor-size-default\">AI Agents: The New Business Revolution That Is Changing How Companies Operate<\/h1>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-inner-column elementor-element elementor-element-395a2c18\" data-id=\"395a2c18\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-a6d2174 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"a6d2174\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-25 elementor-inner-column elementor-element elementor-element-3f865388\" data-id=\"3f865388\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-25 elementor-inner-column elementor-element elementor-element-496c9107\" data-id=\"496c9107\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-25 elementor-inner-column elementor-element elementor-element-632a6465\" data-id=\"632a6465\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-25 elementor-inner-column elementor-element elementor-element-2293a1de\" data-id=\"2293a1de\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t<div class=\"elementor-element elementor-element-acf7384 e-flex e-con-boxed e-con e-parent\" data-id=\"acf7384\" 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-fcad193 elementor-widget elementor-widget-text-editor\" data-id=\"fcad193\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p data-start=\"175\" data-end=\"329\">For years, the conversation about Artificial Intelligence in business revolved around assistants, chatbots, and automation. But something is changing.<\/p><p data-start=\"331\" data-end=\"342\">Very fast.<\/p><p data-start=\"344\" data-end=\"412\">We are no longer just talking about tools that answer questions.<\/p><p data-start=\"414\" data-end=\"466\">We are entering the era of the <strong data-start=\"448\" data-end=\"465\">AI Agents<\/strong>.<\/p><p data-start=\"468\" data-end=\"506\">And this completely changes the rules.<\/p><p data-start=\"508\" data-end=\"548\">Because an AI agent doesn&#039;t just respond.<\/p><p data-start=\"550\" data-end=\"556\">Can:<\/p><ul data-start=\"558\" data-end=\"715\"><li data-section-id=\"144kg03\" data-start=\"558\" data-end=\"577\">perform tasks<\/li><li data-section-id=\"7zyeeh\" data-start=\"578\" data-end=\"616\">making rule-based decisions<\/li><li data-section-id=\"1v6g9vx\" data-start=\"617\" data-end=\"639\">coordinate processes<\/li><li data-section-id=\"q95vmg\" data-start=\"640\" data-end=\"661\">use tools<\/li><li data-section-id=\"4whhyx\" data-start=\"662\" data-end=\"690\">interact with systems<\/li><li data-section-id=\"1e5t29u\" data-start=\"691\" data-end=\"715\">learning from context<\/li><\/ul><p data-start=\"717\" data-end=\"884\">According to projections of <span class=\"hover:entity-accent entity-underline inline cursor-pointer align-baseline\"><span class=\"whitespace-normal\">Gartner<\/span><\/span>, Autonomous agents will be one of the most transformative business technologies of the coming years.<\/p><p data-start=\"886\" data-end=\"919\">And it&#039;s not hard to understand why.<\/p><p data-start=\"921\" data-end=\"967\">We&#039;re not talking about an incremental improvement.<\/p><p data-start=\"969\" data-end=\"1032\">We&#039;re talking about a new operational layer for businesses.<\/p>\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\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-2f9856da elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"2f9856da\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-12b89ad8\" data-id=\"12b89ad8\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-dff5a6f elementor-widget elementor-widget-heading\" data-id=\"dff5a6f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">What is an AI agent (and why it&#039;s not just another chatbot)<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8c34bb9 elementor-widget elementor-widget-text-editor\" data-id=\"8c34bb9\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p data-start=\"1104\" data-end=\"1180\">Many companies still confuse AI agents with conversational assistants.<\/p><p data-start=\"1182\" data-end=\"1198\">They are not the same.<\/p><p data-start=\"1200\" data-end=\"1220\">A chatbot responds.<\/p><p data-start=\"1222\" data-end=\"1238\">An agent acts.<\/p><p data-start=\"1240\" data-end=\"1258\">Key differences:<\/p><h5 data-section-id=\"17ma05d\" data-start=\"1260\" data-end=\"1281\">A chatbot can:<\/h5><ul data-start=\"1282\" data-end=\"1355\"><li data-section-id=\"16mnnhu\" data-start=\"1282\" data-end=\"1305\">answer questions<\/li><li data-section-id=\"1nmu2nv\" data-start=\"1306\" data-end=\"1328\">search for information<\/li><li data-section-id=\"ek4h0j\" data-start=\"1329\" data-end=\"1355\">attend conversations<\/li><\/ul><h4 data-section-id=\"180ewd6\" data-start=\"1357\" data-end=\"1377\">An agent can:<\/h4><ul data-start=\"1378\" data-end=\"1514\"><li data-section-id=\"196e4y2\" data-start=\"1378\" data-end=\"1407\">execute complete flows<\/li><li data-section-id=\"5pv58d\" data-start=\"1408\" data-end=\"1441\">take actions between systems<\/li><li data-section-id=\"1veg13q\" data-start=\"1442\" data-end=\"1472\">solve multi-stage tasks<\/li><li data-section-id=\"dz6b05\" data-start=\"1473\" data-end=\"1514\">coordinate processes from beginning to end<\/li><\/ul><p data-start=\"1516\" data-end=\"1524\">Example:<\/p><p data-start=\"1526\" data-end=\"1581\">A chatbot can tell you which invoices are outstanding.<\/p><p data-start=\"1583\" data-end=\"1599\">An agent can:<\/p><ul data-start=\"1601\" data-end=\"1738\"><li data-section-id=\"nc8j08\" data-start=\"1601\" data-end=\"1631\">detect overdue invoices<\/li><li data-section-id=\"58rvrz\" data-start=\"1632\" data-end=\"1656\">send reminders<\/li><li data-section-id=\"rox66r\" data-start=\"1657\" data-end=\"1678\">update the CRM<\/li><li data-section-id=\"wq51e8\" data-start=\"1679\" data-end=\"1705\">escalate critical cases<\/li><li data-section-id=\"1shey1j\" data-start=\"1706\" data-end=\"1738\">generate financial reports<\/li><\/ul><p data-start=\"1740\" data-end=\"1777\">That&#039;s not assistance. That&#039;s surgery.<\/p><p data-start=\"1740\" data-end=\"1777\"><span style=\"text-align: justify;\">Three factors are driving this trend:<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-30fd7bef elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"30fd7bef\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-826ab8a\" data-id=\"826ab8a\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-d10199a elementor-widget__width-initial elementor-widget elementor-widget-image\" data-id=\"d10199a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"800\" height=\"800\" src=\"https:\/\/thecloud.group\/wp-content\/uploads\/2026\/04\/tcg-6.webp\" class=\"elementor-animation-hang attachment-large size-large wp-image-30509\" alt=\"\" srcset=\"https:\/\/thecloud.group\/wp-content\/uploads\/2026\/04\/tcg-6.webp 1024w, https:\/\/thecloud.group\/wp-content\/uploads\/2026\/04\/tcg-6-300x300.webp 300w, https:\/\/thecloud.group\/wp-content\/uploads\/2026\/04\/tcg-6-150x150.jpeg 150w, https:\/\/thecloud.group\/wp-content\/uploads\/2026\/04\/tcg-6-768x768.jpeg 768w, https:\/\/thecloud.group\/wp-content\/uploads\/2026\/04\/tcg-6-12x12.jpeg 12w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\t\t\t\t\t\t\t\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<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-54308f1a\" data-id=\"54308f1a\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-561f661 elementor-widget elementor-widget-heading\" data-id=\"561f661\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">1. More powerful models\n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4ec288ca elementor-widget elementor-widget-text-editor\" data-id=\"4ec288ca\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h4 data-section-id=\"1nougl3\" data-start=\"1889\" data-end=\"1918\"><span style=\"font-size: 1rem;\">Advances in language models have allowed for more sophisticated reasoning.<\/span><\/h4><p data-start=\"2000\" data-end=\"2025\">They no longer just generate text.<\/p><p data-start=\"2027\" data-end=\"2045\">They can plan.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9a494d3 elementor-widget elementor-widget-heading\" data-id=\"9a494d3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">2. Integration with tools<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5a492b0 elementor-widget elementor-widget-text-editor\" data-id=\"5a492b0\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p data-start=\"2091\" data-end=\"2122\">New agents can use:<\/p><ul data-start=\"2124\" data-end=\"2191\"><li data-section-id=\"1up8mbr\" data-start=\"2124\" data-end=\"2132\">CRMs<\/li><li data-section-id=\"1ykv3cs\" data-start=\"2133\" data-end=\"2141\">ERPs<\/li><li data-section-id=\"1vvopmr\" data-start=\"2142\" data-end=\"2150\">APIs<\/li><li data-section-id=\"1hcrexu\" data-start=\"2151\" data-end=\"2169\">databases<\/li><li data-section-id=\"ame5bt\" data-start=\"2170\" data-end=\"2191\">internal systems<\/li><\/ul><p data-start=\"2193\" data-end=\"2217\">This allows them to operate.<\/p>\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<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-73da6d3 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"73da6d3\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-de58068\" data-id=\"de58068\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-1a19c07 elementor-widget elementor-widget-heading\" data-id=\"1a19c07\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">3. Business need for efficiency<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4df02ac elementor-widget elementor-widget-text-editor\" data-id=\"4df02ac\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p data-start=\"2270\" data-end=\"2317\">Businesses no longer need siloed software.<\/p><p data-start=\"2319\" data-end=\"2351\">They need systems that run.<\/p><p data-start=\"2353\" data-end=\"2412\">And that&#039;s where agents appear as a natural evolution.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-463576c elementor-widget elementor-widget-heading\" data-id=\"463576c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">From traditional software to digital employees<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4b61481 elementor-widget elementor-widget-text-editor\" data-id=\"4b61481\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p data-start=\"2472\" data-end=\"2506\">A powerful idea is emerging:<\/p><p data-start=\"2508\" data-end=\"2576\">AI agents are beginning to be seen as <strong data-start=\"2549\" data-end=\"2575\">digital workers<\/strong>.<\/p><p data-start=\"2578\" data-end=\"2600\">They do not replace equipment.<\/p><p data-start=\"2602\" data-end=\"2628\">But they amplify capacity.<\/p><p data-start=\"2630\" data-end=\"2651\">They can take care of:<\/p><ul data-start=\"2653\" data-end=\"2802\"><li data-section-id=\"rf1t7k\" data-start=\"2653\" data-end=\"2680\">top-level support<\/li><li data-section-id=\"6zczk0\" data-start=\"2681\" data-end=\"2706\">sales follow-up<\/li><li data-section-id=\"7tzb0j\" data-start=\"2707\" data-end=\"2730\">operational monitoring<\/li><li data-section-id=\"qcea5i\" data-start=\"2731\" data-end=\"2757\">generation of analysis<\/li><li data-section-id=\"1c21ke8\" data-start=\"2758\" data-end=\"2802\">automation of administrative tasks<\/li><\/ul><p data-start=\"2804\" data-end=\"2955\">According <span class=\"hover:entity-accent entity-underline inline cursor-pointer align-baseline\"><span class=\"whitespace-normal\">McKinsey<\/span><\/span>, Organizations that combine AI and automation can capture substantial improvements in productivity.<\/p><p data-start=\"2957\" data-end=\"2995\">But the agents go one step further.<\/p><p data-start=\"2997\" data-end=\"3024\">They don&#039;t just automate tasks.<\/p><p data-start=\"3026\" data-end=\"3044\">They orchestrate the work.<\/p>\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<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-cb7aea7\" data-id=\"cb7aea7\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-d2ab91e elementor-widget__width-initial elementor-widget elementor-widget-image\" data-id=\"d2ab91e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"800\" height=\"800\" src=\"https:\/\/thecloud.group\/wp-content\/uploads\/2026\/04\/tcg3.webp\" class=\"elementor-animation-hang attachment-large size-large wp-image-30268\" alt=\"\" srcset=\"https:\/\/thecloud.group\/wp-content\/uploads\/2026\/04\/tcg3.webp 1024w, https:\/\/thecloud.group\/wp-content\/uploads\/2026\/04\/tcg3-300x300.webp 300w, https:\/\/thecloud.group\/wp-content\/uploads\/2026\/04\/tcg3-150x150.webp 150w, https:\/\/thecloud.group\/wp-content\/uploads\/2026\/04\/tcg3-768x768.webp 768w, https:\/\/thecloud.group\/wp-content\/uploads\/2026\/04\/tcg3-12x12.webp 12w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\t\t\t\t\t\t\t\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<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t<div class=\"elementor-element elementor-element-f463c6e e-flex e-con-boxed e-con e-parent\" data-id=\"f463c6e\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-054f065 e-con-full e-flex e-con e-child\" data-id=\"054f065\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-13d8806 elementor-widget elementor-widget-heading\" data-id=\"13d8806\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Business use cases that are growing<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7419100 elementor-widget elementor-widget-text-editor\" data-id=\"7419100\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h4 data-section-id=\"ha26pc\" data-start=\"3104\" data-end=\"3129\">Sales Agents<\/h4><p data-start=\"3131\" data-end=\"3138\">They can:<\/p><ul data-start=\"3140\" data-end=\"3239\"><li data-section-id=\"1llfpkf\" data-start=\"3140\" data-end=\"3159\">qualify leads<\/li><li data-section-id=\"1wd2ftq\" data-start=\"3160\" data-end=\"3192\">auto-track<\/li><li data-section-id=\"ct12vu\" data-start=\"3193\" data-end=\"3211\">update CRM<\/li><li data-section-id=\"1r7gcq5\" data-start=\"3212\" data-end=\"3239\">prioritize opportunities<\/li><\/ul><p data-start=\"3241\" data-end=\"3275\">An operational \u201ccommercial copilot\u201d.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-0f300ff e-con-full e-flex e-con e-child\" data-id=\"0f300ff\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-bfda0ad elementor-widget elementor-widget-heading\" data-id=\"bfda0ad\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Add Your Heading Text Here<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2a651df elementor-widget elementor-widget-text-editor\" data-id=\"2a651df\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p data-start=\"3882\" data-end=\"3963\">The real transformation happens when AI is combined with automation.<\/p><p data-start=\"3965\" data-end=\"3978\">This allows:<\/p><ul data-start=\"3980\" data-end=\"4135\"><li data-section-id=\"1y8tw8u\" data-start=\"3980\" data-end=\"4019\">run decisions automatically<\/li><li data-section-id=\"1d7tg93\" data-start=\"4020\" data-end=\"4066\">optimize processes without human intervention<\/li><li data-section-id=\"1cfgmvg\" data-start=\"4067\" data-end=\"4099\">reduce response times<\/li><li data-section-id=\"1t4q32i\" data-start=\"4100\" data-end=\"4135\">improve operational efficiency<\/li><\/ul><p data-start=\"4137\" data-end=\"4146\">Examples:<\/p><ul data-start=\"4148\" data-end=\"4316\"><li data-section-id=\"1r5frkr\" data-start=\"4148\" data-end=\"4200\">systems that automatically adjust inventories<\/li><li data-section-id=\"vfgxd3\" data-start=\"4201\" data-end=\"4268\">platforms that prioritize customers based on likelihood of purchase<\/li><li data-section-id=\"1ecqo1h\" data-start=\"4269\" data-end=\"4316\">financial processes that detect anomalies<\/li><\/ul><p data-start=\"4318\" data-end=\"4357\">AI does not just analyze.<br data-start=\"4340\" data-end=\"4343\" \/>He also acts.<\/p>\t\t\t\t\t\t\t\t<\/div>\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\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-24e6166 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"24e6166\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-45e543a\" data-id=\"45e543a\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-90c8cf1 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"90c8cf1\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-c982aa6\" data-id=\"c982aa6\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-948ab25 elementor-widget elementor-widget-heading\" data-id=\"948ab25\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Technological architecture: the foundation of success<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4441706 elementor-widget elementor-widget-text-editor\" data-id=\"4441706\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p data-start=\"3314\" data-end=\"3321\">They can:<\/p><ul data-start=\"3323\" data-end=\"3423\"><li data-section-id=\"1515143\" data-start=\"3323\" data-end=\"3345\">detect anomalies<\/li><li data-section-id=\"1li6sn5\" data-start=\"3346\" data-end=\"3375\">coordinate internal tasks<\/li><li data-section-id=\"er61di\" data-start=\"3376\" data-end=\"3399\">monitor processes<\/li><li data-section-id=\"qcrn3t\" data-start=\"3400\" data-end=\"3423\">escalate incidents<\/li><\/ul><p data-start=\"3425\" data-end=\"3450\">Less operational friction.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0ca767c elementor-widget elementor-widget-heading\" data-id=\"0ca767c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Customer service agents<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f2c34f6 elementor-widget elementor-widget-text-editor\" data-id=\"f2c34f6\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p data-start=\"3497\" data-end=\"3518\">Beyond the chatbot:<\/p><ul data-start=\"3520\" data-end=\"3622\"><li data-section-id=\"u9llsd\" data-start=\"3520\" data-end=\"3545\">They resolve requests<\/li><li data-section-id=\"40gfng\" data-start=\"3546\" data-end=\"3568\">consult systems<\/li><li data-section-id=\"4exgmo\" data-start=\"3569\" data-end=\"3590\">they perform actions<\/li><li data-section-id=\"po7frh\" data-start=\"3591\" data-end=\"3622\">They manage complete tickets<\/li><\/ul><p data-start=\"3624\" data-end=\"3647\">Faster experience.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-31fd0d4 elementor-widget elementor-widget-heading\" data-id=\"31fd0d4\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Internal knowledge agents<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-346c005 elementor-widget elementor-widget-text-editor\" data-id=\"346c005\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p data-start=\"3694\" data-end=\"3782\">They capture organizational knowledge and turn it into intelligent access for teams.<\/p><p data-start=\"3784\" data-end=\"3818\">Very powerful in complex companies.<\/p>\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<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-f9cbf1a\" data-id=\"f9cbf1a\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-e9ef107 elementor-widget__width-initial elementor-widget elementor-widget-image\" data-id=\"e9ef107\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"800\" height=\"800\" src=\"https:\/\/thecloud.group\/wp-content\/uploads\/2026\/04\/tcg-7.webp\" class=\"elementor-animation-hang attachment-large size-large wp-image-30510\" alt=\"\" srcset=\"https:\/\/thecloud.group\/wp-content\/uploads\/2026\/04\/tcg-7.webp 1024w, https:\/\/thecloud.group\/wp-content\/uploads\/2026\/04\/tcg-7-300x300.webp 300w, https:\/\/thecloud.group\/wp-content\/uploads\/2026\/04\/tcg-7-150x150.webp 150w, https:\/\/thecloud.group\/wp-content\/uploads\/2026\/04\/tcg-7-768x768.webp 768w, https:\/\/thecloud.group\/wp-content\/uploads\/2026\/04\/tcg-7-12x12.webp 12w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\t\t\t\t\t\t\t\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<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t<div class=\"elementor-element elementor-element-ee745b8 e-flex e-con-boxed e-con e-parent\" data-id=\"ee745b8\" 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-7d6ad21 elementor-widget elementor-widget-heading\" data-id=\"7d6ad21\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">The big mistake: implementing agents without architecture<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1dfb015 elementor-widget elementor-widget-text-editor\" data-id=\"1dfb015\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p data-start=\"3883\" data-end=\"3934\">This is where many companies can go wrong.<\/p><p data-start=\"3936\" data-end=\"3990\">Thinking that an agent alone can solve the problem.<\/p><p data-start=\"3992\" data-end=\"3995\">No.<\/p><p data-start=\"3997\" data-end=\"4024\">An agent without architecture:<\/p><ul data-start=\"4026\" data-end=\"4130\"><li data-section-id=\"kgcb6q\" data-start=\"4026\" data-end=\"4044\">amplifies chaos<\/li><li data-section-id=\"15gaj78\" data-start=\"4045\" data-end=\"4081\">operates on inconsistent data<\/li><li data-section-id=\"19ildjb\" data-start=\"4082\" data-end=\"4130\">makes decisions about poorly designed processes<\/li><\/ul><p data-start=\"4132\" data-end=\"4151\">And that&#039;s dangerous.<\/p><p data-start=\"4153\" data-end=\"4175\">The agents require:<\/p><ul data-start=\"4177\" data-end=\"4300\"><li data-section-id=\"15gb01\" data-start=\"4177\" data-end=\"4197\">reliable data<\/li><li data-section-id=\"z4k5cw\" data-start=\"4198\" data-end=\"4224\">structured processes<\/li><li data-section-id=\"bwnxki\" data-start=\"4225\" data-end=\"4255\">integration between systems<\/li><li data-section-id=\"1f0d0o\" data-start=\"4256\" data-end=\"4273\">clear rules<\/li><li data-section-id=\"vc76rz\" data-start=\"4274\" data-end=\"4300\">technology governance<\/li><\/ul><p data-start=\"4302\" data-end=\"4342\">Without this, there is no operational intelligence.<\/p><p data-start=\"4344\" data-end=\"4391\">Just sophisticated automation\u2026 badly connected.<\/p>\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-0537573 e-flex e-con-boxed e-con e-parent\" data-id=\"0537573\" 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-fffffc6 elementor-widget elementor-widget-heading\" data-id=\"fffffc6\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Agents + CRM + ERP: where real change happens<\/h2>\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\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-48cdce7 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"48cdce7\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-29b7ca6\" data-id=\"29b7ca6\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-1b40eb9 elementor-widget elementor-widget-text-editor\" data-id=\"1b40eb9\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p data-start=\"4453\" data-end=\"4501\">The true revolution is not an isolated agent.<\/p><p data-start=\"4503\" data-end=\"4548\">It is an agent connected to the core of the business.<\/p><p data-start=\"4550\" data-end=\"4596\">When operating on integrated CRM and ERP, you can:<\/p><ul data-start=\"4598\" data-end=\"4722\"><li data-section-id=\"20lkfb\" data-start=\"4598\" data-end=\"4629\">execute complete processes<\/li><li data-section-id=\"ecgx6\" data-start=\"4630\" data-end=\"4653\">anticipate problems<\/li><li data-section-id=\"z6gnxt\" data-start=\"4654\" data-end=\"4684\">reduce operating times<\/li><li data-section-id=\"15bf5g9\" data-start=\"4685\" data-end=\"4722\">Improve real-time decisions<\/li><\/ul><p data-start=\"4724\" data-end=\"4749\">This is where it ceases to be a novelty.<\/p><p data-start=\"4751\" data-end=\"4789\">It becomes strategic infrastructure.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-18a396e elementor-widget elementor-widget-heading\" data-id=\"18a396e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Multi-agent architecture: what&#039;s next<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-bea1779 elementor-widget elementor-widget-text-editor\" data-id=\"bea1779\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p data-start=\"4841\" data-end=\"4896\">One emerging trend is multi-agent architecture.<\/p><p data-start=\"4898\" data-end=\"4916\">Not just one agent.<\/p><p data-start=\"4918\" data-end=\"4966\">Several specialized agents working together.<\/p><p data-start=\"4968\" data-end=\"4976\">Example:<\/p><ul data-start=\"4978\" data-end=\"5088\"><li data-section-id=\"ecxcrd\" data-start=\"4978\" data-end=\"5007\">an agent analyzes demand<\/li><li data-section-id=\"tztwj1\" data-start=\"5008\" data-end=\"5034\">another adjusts inventory<\/li><li data-section-id=\"1a0tvyl\" data-start=\"5035\" data-end=\"5061\">another manages clients<\/li><li data-section-id=\"1js725s\" data-start=\"5062\" data-end=\"5088\">another monitors risks<\/li><\/ul><p data-start=\"5090\" data-end=\"5121\">Coordinated as an ecosystem.<\/p><p data-start=\"5123\" data-end=\"5161\">This is starting to look less like software\u2026<\/p><p data-start=\"5163\" data-end=\"5199\">and more enterprise operating system.<\/p>\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<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-5bf597d\" data-id=\"5bf597d\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-a1135af elementor-widget__width-initial elementor-widget elementor-widget-image\" data-id=\"a1135af\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"478\" src=\"https:\/\/thecloud.group\/wp-content\/uploads\/2025\/09\/erp-1024x612.jpg\" class=\"elementor-animation-hang attachment-large size-large wp-image-27981\" alt=\"\" srcset=\"https:\/\/thecloud.group\/wp-content\/uploads\/2025\/09\/erp-1024x612.jpg 1024w, https:\/\/thecloud.group\/wp-content\/uploads\/2025\/09\/erp-300x179.jpg 300w, https:\/\/thecloud.group\/wp-content\/uploads\/2025\/09\/erp-768x459.jpg 768w, https:\/\/thecloud.group\/wp-content\/uploads\/2025\/09\/erp-1536x917.jpg 1536w, https:\/\/thecloud.group\/wp-content\/uploads\/2025\/09\/erp-2048x1223.jpg 2048w, https:\/\/thecloud.group\/wp-content\/uploads\/2025\/09\/erp-18x12.jpg 18w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\t\t\t\t\t\t\t\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<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t<div class=\"elementor-element elementor-element-8241e0a e-flex e-con-boxed e-con e-parent\" data-id=\"8241e0a\" 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-b247dd3 elementor-widget elementor-widget-heading\" data-id=\"b247dd3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Risks that need to be understood<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ecd1a9c elementor-widget elementor-widget-text-editor\" data-id=\"ecd1a9c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p data-start=\"5241\" data-end=\"5290\">Like all powerful technologies, there are also challenges:<\/p><ul data-start=\"5292\" data-end=\"5381\"><li data-section-id=\"1h2kaen\" data-start=\"5292\" data-end=\"5306\">governance<\/li><li data-section-id=\"1rmsm1i\" data-start=\"5307\" data-end=\"5320\">security<\/li><li data-section-id=\"1ld3g41\" data-start=\"5321\" data-end=\"5336\">supervision<\/li><li data-section-id=\"1gx4kuz\" data-start=\"5337\" data-end=\"5353\">traceability<\/li><li data-section-id=\"8qda52\" data-start=\"5354\" data-end=\"5381\">technological dependence<\/li><\/ul><p data-start=\"5383\" data-end=\"5433\">That&#039;s why the approach shouldn&#039;t be &quot;installing agents&quot;.<\/p><p data-start=\"5435\" data-end=\"5476\">Its use must be designed strategically.<\/p><p data-start=\"5478\" data-end=\"5520\">Companies that understand this will lead.<\/p><p data-start=\"5522\" data-end=\"5568\">Those who improvise will create new problems.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ab316df elementor-widget elementor-widget-heading\" data-id=\"ab316df\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">The Cloud Group&#039;s approach<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8100f90 elementor-widget elementor-widget-text-editor\" data-id=\"8100f90\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p data-start=\"5611\" data-end=\"5743\">In <a href=\"https:\/\/thecloud.group\/en\/\"><strong data-start=\"5614\" data-end=\"5633\">The Cloud Group<\/strong><\/a>, We see AI agents not as a fad, but as the next evolution of business automation.<\/p><p data-start=\"5745\" data-end=\"5769\">Our approach combines:<\/p><ul data-start=\"5771\" data-end=\"5951\"><li data-section-id=\"c1d59i\" data-start=\"5771\" data-end=\"5813\">architecture for intelligent agents<\/li><li data-section-id=\"zqa1wd\" data-start=\"5814\" data-end=\"5843\">CRM and ERP integration<\/li><li data-section-id=\"sw3p5x\" data-start=\"5844\" data-end=\"5873\">orchestrated automation<\/li><li data-section-id=\"zbf2st\" data-start=\"5874\" data-end=\"5910\">design of specialized agents<\/li><li data-section-id=\"dcw18m\" data-start=\"5911\" data-end=\"5951\">governance and infrastructure for AI<\/li><\/ul><p data-start=\"5953\" data-end=\"5989\">We do not deploy agents as demos.<\/p><p data-start=\"5991\" data-end=\"6035\">We design systems that generate real value.<\/p>\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\t\t<\/div>","protected":false},"excerpt":{"rendered":"<p>In the vast digital landscape of the 21st century, security is the cornerstone of any business. Cybersecurity vulnerabilities make no distinction between corporate giants and promising startups.<\/p>","protected":false},"author":20,"featured_media":30510,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"elementor_header_footer","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-30507","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-sin-categoria"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v27.4 (Yoast SEO v27.5) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>Agentes de IA: La Nueva Revoluci\u00f3n Empresarial que Est\u00e1 Cambiando C\u00f3mo Operan las Empresas | The Cloud Group<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/thecloud.group\/en\/business-ai-why-80-of-projects-dont-generate-value-and-how-to-make-it-the-real-engine-of-your-business-4\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Agentes de IA: La Nueva Revoluci\u00f3n Empresarial que Est\u00e1 Cambiando C\u00f3mo Operan las Empresas\" \/>\n<meta property=\"og:description\" content=\"En el vasto paisaje digital del siglo XXI, la seguridad es la piedra angular de cualquier empresa. 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