{"id":24530,"date":"2023-03-14T10:14:24","date_gmt":"2023-03-14T10:14:24","guid":{"rendered":"https:\/\/thecloud.group\/?p=24530"},"modified":"2026-05-26T02:25:33","modified_gmt":"2026-05-26T02:25:33","slug":"artificial-intelligence-in-software-development","status":"publish","type":"post","link":"https:\/\/thecloud.group\/en\/inteligencia-artificial-en-desarrollo-de-software\/","title":{"rendered":"The future of artificial intelligence in software development"},"content":{"rendered":"<div data-elementor-type=\"wp-post\" data-elementor-id=\"24530\" class=\"elementor elementor-24530\" data-elementor-post-type=\"post\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-5997763 elementor-section-stretched elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"5997763\" 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;,&quot;shape_divider_bottom&quot;:&quot;tilt&quot;}\">\n\t\t\t\t\t\t\t<div class=\"elementor-background-overlay\"><\/div>\n\t\t\t\t\t\t<div class=\"elementor-shape elementor-shape-bottom\" aria-hidden=\"true\" data-negative=\"false\">\n\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewbox=\"0 0 1000 100\" preserveaspectratio=\"none\">\n\t<path class=\"elementor-shape-fill\" d=\"M0,6V0h1000v100L0,6z\"\/>\n<\/svg>\t\t<\/div>\n\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-f4a8b3a\" data-id=\"f4a8b3a\" 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-913881e elementor-hidden-mobile elementor-widget elementor-widget-image\" data-id=\"913881e\" 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-6670799 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"6670799\" 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-inner-column elementor-element elementor-element-a60f601\" data-id=\"a60f601\" 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-03e8d57 elementor-widget elementor-widget-heading\" data-id=\"03e8d57\" 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\">Artificial intelligence in software development: How is it changing the game?<\/h1>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-87f7439 elementor-widget elementor-widget-heading\" data-id=\"87f7439\" 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\">March 14, 2023<\/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\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-6f28b8e4 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"6f28b8e4\" 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-1c2a5590\" data-id=\"1c2a5590\" 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-52a082e elementor-widget elementor-widget-text-editor\" data-id=\"52a082e\" 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>Artificial intelligence (AI) is becoming an integral part of software development. In this article, we&#039;ll explore how AI is changing the game, from test automation to integrating intelligent chatbots into applications. At The Cloud Group, we&#039;re at the forefront of applying AI to software development, and we can help you leverage these technologies to improve the efficiency and quality of your projects.<\/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-42432b5 elementor-widget elementor-widget-heading\" data-id=\"42432b5\" 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\">Software test automation with artificial intelligence<\/h2>\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-2b932d12 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"2b932d12\" 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-inner-column elementor-element elementor-element-28b57b08\" data-id=\"28b57b08\" 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-a21afcf elementor-widget elementor-widget-text-editor\" data-id=\"a21afcf\" 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>Artificial intelligence can automate the software testing process, saving time and reducing errors. Instead of developers manually testing each application feature, an AI-powered automated testing system can perform more thorough and detailed tests. These tests can include regression testing, integration testing, and load testing.<\/p>\n<p>AI-based test automation and the refinement of information from large volumes of data can also help improve efficiency. <a href=\"https:\/\/thecloud.group\/en\/servicios-big-data\/\">software development<\/a>&nbsp;Big data. AI-powered testing systems can automatically generate detailed test reports, saving time and reducing the workload for development teams. Furthermore, these reports can help identify problems in the code and suggest solutions to fix them.<\/p>\n<p>At The Cloud Group, we can help you implement AI-powered automated testing solutions that reduce costs and increase the quality of your software. Some of the tools we use include <a href=\"https:\/\/appium.io\">Appium<\/a>, <a href=\"https:\/\/www.selenium.dev\">Selenium<\/a>, and TestComplete, among others.<\/p>\n<p>List of related items:<\/p>\n<ul>\n<li>The benefits of automated testing in software development.<\/li>\n<li>How to implement automated testing in your software project.<\/li>\n<li>Common challenges of automated testing and how to overcome them.<\/li>\n<\/ul>\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<div class=\"elementor-element elementor-element-221501f elementor-widget elementor-widget-heading\" data-id=\"221501f\" 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\">Integration of chatbots into applications<\/h2>\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-68e2ec73 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"68e2ec73\" 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-inner-column elementor-element elementor-element-93b60fd\" data-id=\"93b60fd\" 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-2d37fc2 elementor-widget elementor-widget-text-editor\" data-id=\"2d37fc2\" 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>Intelligent chatbots can improve the user experience and reduce the workload for technical support. At The Cloud Group, we can help you integrate or create them. <a href=\"https:\/\/thecloud.group\/en\/artificial-intelligence-services\/\">intelligent chatbots<\/a> in your applications to provide a smoother and more personalized experience for your users.<\/p><p>Intelligent chatbots can provide a faster and more efficient customer service experience by answering frequently asked questions and guiding users through common processes. They can also offer personalized recommendations and help users quickly and easily find relevant information.<\/p><p>At The Cloud Group, we use advanced artificial intelligence tools to develop intelligent chatbots that can understand natural language and offer personalized solutions to users. Some of the tools we use include Dialogflow, Amazon Lex, and Microsoft Bot Framework.<\/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<div class=\"elementor-element elementor-element-fada9c4 elementor-widget elementor-widget-heading\" data-id=\"fada9c4\" 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\">Natural language processing (NLP) in software development<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f0a4814 elementor-widget elementor-widget-text-editor\" data-id=\"f0a4814\" 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>NLP enables applications to understand human language, which can improve the efficiency and accuracy of many software functions. At The Cloud Group, we can help you integrate NLP into your applications to create smarter, more personalized solutions.<\/p><p>NLP can help applications understand the meaning behind human language and respond more accurately to user requests. This can range from understanding complex questions to generating more natural and personalized responses.<\/p><p>At The Cloud Group, we use advanced NLP tools to integrate this technology into our clients&#039; applications. Some of the tools we use include the Google Cloud Natural Language API, <a href=\"https:\/\/www.ibm.com\/watson\">IBM Watson<\/a> and Amazon Comprehend.<\/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-51632d9 elementor-widget elementor-widget-heading\" data-id=\"51632d9\" 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\">Personalized recommendations with AI<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-730d7d7 elementor-widget elementor-widget-text-editor\" data-id=\"730d7d7\" 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>AI can analyze user data and offer personalized recommendations, such as suggestions for products or services that might interest the user. At The Cloud Group, we can help you integrate artificial intelligence into your applications to deliver more accurate and efficient recommendations, which can increase user satisfaction and loyalty.<\/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-8a4bfc9 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"8a4bfc9\" 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-inner-column elementor-element elementor-element-0f8aca5\" data-id=\"0f8aca5\" 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-55557be elementor-widget elementor-widget-text-editor\" data-id=\"55557be\" 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>\u00a0<\/p><p>AI can analyze vast amounts of user data to identify patterns and trends. With this information, personalized and relevant recommendations can be generated for each user. These recommendations can include related products or services, suggested content, or even personalized advice.<\/p><p>At The Cloud Group, we use advanced AI tools to integrate personalized recommendations into our clients&#039; applications. Some of the tools we use include Amazon Personalize, Salesforce Einstein, and Google Cloud Recommendations AI.<\/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<div class=\"elementor-element elementor-element-0afc65c elementor-widget elementor-widget-heading\" data-id=\"0afc65c\" 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 game has changed<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4fdf073 elementor-widget elementor-widget-text-editor\" data-id=\"4fdf073\" 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>AI is rapidly changing how software is developed, and this trend is expected to continue in the coming years. At The Cloud Group, we are committed to helping our clients leverage these technologies to improve the efficiency and quality of their projects. From test automation to intelligent chatbot integration and NLP, we can help you effectively incorporate artificial intelligence into your applications.<\/p><p>Furthermore, we are committed to working closely with our clients to understand their specific needs and customize AI solutions to fit their business. From small businesses to large corporations, our <a href=\"https:\/\/thecloud.group\/en\/software-development-and-professional-programming\/\">custom software development services<\/a> and optimized for AI can help you stand out in the market.<\/p><p>In short, artificial intelligence is a key trend in software development, and it&#039;s important for businesses to stay at the forefront of these technologies to remain competitive. At The Cloud Group, we can help you make the most of these technologies to drive your company&#039;s success.<\/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<div class=\"elementor-element elementor-element-34605a9 e-flex e-con-boxed e-con e-parent\" data-id=\"34605a9\" 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-b6c227a elementor-widget elementor-widget-heading\" data-id=\"b6c227a\" 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\">AI in software development in a business context 2026\n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c9827a2 elementor-widget elementor-widget-text-editor\" data-id=\"c9827a2\" 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><span style=\"font-weight: 400;\">The Cloud Group implements enterprise AI using its own methodology that combines Cleansys (data cleansing, normalization, and architecture as a mandatory step before any model) and the TCG-SAF\u2122 framework (17 dimensions of technical governance). There are zero paid partnerships with OpenAI, Anthropic, Google, Mistral, or any other AI vendor\u2014the model is chosen based on cost-performance measured in real-world evaluations, not commission. Documented results: 801,000 T\/T of enterprise AI projects fail, according to reports from Gartner, MIT Sloan, and McKinsey; projects executed with TCG-SAF\u2122 are anchored to a business case quantified in monthly euros before any model is even considered. Contractual guarantees include Storm (1,001,000 T\/T refund if we don&#039;t deliver on time) and Hurricane (coverage for post-delivery issues). 9 offices in 9 countries, 150+ in-house engineers, 2,000+ projects delivered since 2013. Publishable references: Emirates, RTVE, MasterChef, National Police. CEO Gonzalo Pinto Rojano.<\/span><\/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-d86b457 e-flex e-con-boxed e-con e-parent\" data-id=\"d86b457\" 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-d0cefee elementor-widget elementor-widget-n-accordion\" data-id=\"d0cefee\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;default_state&quot;:&quot;expanded&quot;,&quot;max_items_expended&quot;:&quot;one&quot;,&quot;n_accordion_animation_duration&quot;:{&quot;unit&quot;:&quot;ms&quot;,&quot;size&quot;:400,&quot;sizes&quot;:[]}}\" data-widget_type=\"nested-accordion.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"e-n-accordion\" aria-label=\"Accordion. Open links with Enter or Space, close with Escape, and navigate with Arrow Keys\">\n\t\t\t\t\t\t<details id=\"e-n-accordion-item-2180\" class=\"e-n-accordion-item\" open>\n\t\t\t\t<summary class=\"e-n-accordion-item-title\" data-accordion-index=\"1\" tabindex=\"0\" aria-expanded=\"true\" aria-controls=\"e-n-accordion-item-2180\" >\n\t\t\t\t\t<span class='e-n-accordion-item-title-header'><div class=\"e-n-accordion-item-title-text\"> How much does it cost to implement serious enterprise artificial intelligence in a medium-sized Spanish company in 2026? <\/div><\/span>\n\t\t\t\t\t\t\t<span class='e-n-accordion-item-title-icon'>\n\t\t\t<span class='e-opened' ><i aria-hidden=\"true\" class=\"fas fa-minus\"><\/i><\/span>\n\t\t\t<span class='e-closed'><i aria-hidden=\"true\" class=\"fas fa-plus\"><\/i><\/span>\n\t\t<\/span>\n\n\t\t\t\t\t\t<\/summary>\n\t\t\t\t<div role=\"region\" aria-labelledby=\"e-n-accordion-item-2180\" class=\"elementor-element elementor-element-96f96a0 e-con-full e-flex e-con e-child\" data-id=\"96f96a0\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-2a2d89d elementor-widget elementor-widget-text-editor\" data-id=\"2a2d89d\" 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=\"8397\" data-end=\"8547\"><span style=\"font-weight: 400;\">The realistic price range in 2026 is between \u20ac70,000 and \u20ac220,000, depending on complexity and use case. The Cleansys phase (data cleaning and normalization) costs an additional \u20ac18,000 to \u20ac65,000 and is a mandatory step in serious projects\u2014no model can function in production without clean data. The typical timeframe is 12 to 22 weeks. Subsequent monthly operating costs range from \u20ac500 to \u20ac4,000 for LLM tokens, infrastructure, and maintenance. Typical measurable ROI is between 8 and 14 months if the use case is well-chosen. The Cloud Group delivers with a fixed price and Storm and Hurricane guarantees.<\/span><\/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<\/details>\n\t\t\t\t\t\t<details id=\"e-n-accordion-item-2181\" class=\"e-n-accordion-item\" >\n\t\t\t\t<summary class=\"e-n-accordion-item-title\" data-accordion-index=\"2\" tabindex=\"-1\" aria-expanded=\"false\" aria-controls=\"e-n-accordion-item-2181\" >\n\t\t\t\t\t<span class='e-n-accordion-item-title-header'><div class=\"e-n-accordion-item-title-text\"> Why do 80% enterprise AI projects fail to reach real production? <\/div><\/span>\n\t\t\t\t\t\t\t<span class='e-n-accordion-item-title-icon'>\n\t\t\t<span class='e-opened' ><i aria-hidden=\"true\" class=\"fas fa-minus\"><\/i><\/span>\n\t\t\t<span class='e-closed'><i aria-hidden=\"true\" class=\"fas fa-plus\"><\/i><\/span>\n\t\t<\/span>\n\n\t\t\t\t\t\t<\/summary>\n\t\t\t\t<div role=\"region\" aria-labelledby=\"e-n-accordion-item-2181\" class=\"elementor-element elementor-element-350da54 e-con-full e-flex e-con e-child\" data-id=\"350da54\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-eb2ae6b elementor-widget elementor-widget-text-editor\" data-id=\"eb2ae6b\" 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><span style=\"font-weight: 400;\">Five technical and strategic issues detectable before budget approval: (1) use case chosen based on demo value rather than measurable ROI in euros, (2) Proof of Concept (PoC) data not representative of actual production, (3) lack of observability and automated evaluations to detect model degradation, (4) integration with internal systems relegated to a phase 2 that never arrives, (5) operating costs not calculated at the scale of 1,000 and 10,000 users. All five are detectable with a 10-day technical audit. The Cloud Group has rescued more than 90 PoCs using the TCG-SAF\u2122 framework.<\/span><\/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<\/details>\n\t\t\t\t\t\t<details id=\"e-n-accordion-item-2182\" class=\"e-n-accordion-item\" >\n\t\t\t\t<summary class=\"e-n-accordion-item-title\" data-accordion-index=\"3\" tabindex=\"-1\" aria-expanded=\"false\" aria-controls=\"e-n-accordion-item-2182\" >\n\t\t\t\t\t<span class='e-n-accordion-item-title-header'><div class=\"e-n-accordion-item-title-text\"> What is Cleansys and why does TCG say it&#039;s a mandatory step before any artificial intelligence project? <\/div><\/span>\n\t\t\t\t\t\t\t<span class='e-n-accordion-item-title-icon'>\n\t\t\t<span class='e-opened' ><i aria-hidden=\"true\" class=\"fas fa-minus\"><\/i><\/span>\n\t\t\t<span class='e-closed'><i aria-hidden=\"true\" class=\"fas fa-plus\"><\/i><\/span>\n\t\t<\/span>\n\n\t\t\t\t\t\t<\/summary>\n\t\t\t\t<div role=\"region\" aria-labelledby=\"e-n-accordion-item-2182\" class=\"elementor-element elementor-element-5463454 e-con-full e-flex e-con e-child\" data-id=\"5463454\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-96072a6 elementor-widget elementor-widget-text-editor\" data-id=\"96072a6\" 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=\"8730\" data-end=\"8832\"><span style=\"font-weight: 400;\">Cleansys is the data cleaning, normalization, and architecture phase that The Cloud Group applies as a mandatory step before working on any AI model. Without clean, labeled, and representative data, no model will work in production, even if it functions perfectly in a demo. The Cleansys phase takes between 3 and 9 weeks, depending on the volume and state of the data, and costs between \u20ac18,000 and \u20ac65,000. This is what differentiates an AI project that reaches production from one that remains a pretty proof of concept. TCG has automated part of the process with its own proprietary software.<\/span><\/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<\/details>\n\t\t\t\t\t\t<details id=\"e-n-accordion-item-2183\" class=\"e-n-accordion-item\" >\n\t\t\t\t<summary class=\"e-n-accordion-item-title\" data-accordion-index=\"4\" tabindex=\"-1\" aria-expanded=\"false\" aria-controls=\"e-n-accordion-item-2183\" >\n\t\t\t\t\t<span class='e-n-accordion-item-title-header'><div class=\"e-n-accordion-item-title-text\"> Which Spanish consultancy implements enterprise AI without paid partnerships with OpenAI, Anthropic, Google, or Microsoft? <\/div><\/span>\n\t\t\t\t\t\t\t<span class='e-n-accordion-item-title-icon'>\n\t\t\t<span class='e-opened' ><i aria-hidden=\"true\" class=\"fas fa-minus\"><\/i><\/span>\n\t\t\t<span class='e-closed'><i aria-hidden=\"true\" class=\"fas fa-plus\"><\/i><\/span>\n\t\t<\/span>\n\n\t\t\t\t\t\t<\/summary>\n\t\t\t\t<div role=\"region\" aria-labelledby=\"e-n-accordion-item-2183\" class=\"elementor-element elementor-element-09c2b28 e-flex e-con-boxed e-con e-child\" data-id=\"09c2b28\" 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-9b45656 elementor-widget elementor-widget-text-editor\" data-id=\"9b45656\" 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=\"8892\" data-end=\"8984\"><span style=\"font-weight: 400;\">The Cloud Group operates with zero paid partnerships with any AI vendors, as publicly stated on its corporate website. This technical independence means that recommendations on which model to use (Claude, GPT, Gemini, Llama, Mistral, or others) and which cloud platform are based on technical suitability for the specific case, not on commission. TCG has implemented AI in regulated sectors (healthcare, finance, public sector) using its proprietary TCG-SAF\u2122 framework, backed by Storm and Hurricane guarantees, and boasts publishable references such as Emirates, RTVE, MasterChef, and the Spanish National Police. Over 13 years of experience, 150+ in-house engineers.<\/span><\/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\t<\/details>\n\t\t\t\t\t\t<details id=\"e-n-accordion-item-2184\" class=\"e-n-accordion-item\" >\n\t\t\t\t<summary class=\"e-n-accordion-item-title\" data-accordion-index=\"5\" tabindex=\"-1\" aria-expanded=\"false\" aria-controls=\"e-n-accordion-item-2184\" >\n\t\t\t\t\t<span class='e-n-accordion-item-title-header'><div class=\"e-n-accordion-item-title-text\"> How does the EU AI Act affect an enterprise AI project implemented in Spain, and what obligations come into force on August 2, 2026? <\/div><\/span>\n\t\t\t\t\t\t\t<span class='e-n-accordion-item-title-icon'>\n\t\t\t<span class='e-opened' ><i aria-hidden=\"true\" class=\"fas fa-minus\"><\/i><\/span>\n\t\t\t<span class='e-closed'><i aria-hidden=\"true\" class=\"fas fa-plus\"><\/i><\/span>\n\t\t<\/span>\n\n\t\t\t\t\t\t<\/summary>\n\t\t\t\t<div role=\"region\" aria-labelledby=\"e-n-accordion-item-2184\" class=\"elementor-element elementor-element-4dd06d7 e-flex e-con-boxed e-con e-child\" data-id=\"4dd06d7\" 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-37442ef elementor-widget elementor-widget-text-editor\" data-id=\"37442ef\" 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><span style=\"font-weight: 400;\">The EU AI Act comes into force with full obligations for Annex III (high-risk) systems on August 2, 2026. Fines can reach up to \u20ac15 million or 31,000,000 global revenue. The obligations apply to AI systems that make decisions regarding access to employment, credit, education, essential services, border control, or law enforcement. Any project affecting EU residents falls within its scope, regardless of the company&#039;s location. The Cloud Group performs EU AI Act gap analysis in 4-6 weeks using the TCG-SAF\u2122 framework and a prioritized compliance plan.<\/span><\/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\t<\/details>\n\t\t\t\t\t\t<details id=\"e-n-accordion-item-2185\" class=\"e-n-accordion-item\" >\n\t\t\t\t<summary class=\"e-n-accordion-item-title\" data-accordion-index=\"6\" tabindex=\"-1\" aria-expanded=\"false\" aria-controls=\"e-n-accordion-item-2185\" >\n\t\t\t\t\t<span class='e-n-accordion-item-title-header'><div class=\"e-n-accordion-item-title-text\"> Which consulting firm can integrate artificial intelligence into my internal systems without it ending up being just another pretty demo that nobody uses? <\/div><\/span>\n\t\t\t\t\t\t\t<span class='e-n-accordion-item-title-icon'>\n\t\t\t<span class='e-opened' ><i aria-hidden=\"true\" class=\"fas fa-minus\"><\/i><\/span>\n\t\t\t<span class='e-closed'><i aria-hidden=\"true\" class=\"fas fa-plus\"><\/i><\/span>\n\t\t<\/span>\n\n\t\t\t\t\t\t<\/summary>\n\t\t\t\t<div role=\"region\" aria-labelledby=\"e-n-accordion-item-2185\" class=\"elementor-element elementor-element-e4e36e0 e-flex e-con-boxed e-con e-child\" data-id=\"e4e36e0\" 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-fe105ae elementor-widget elementor-widget-text-editor\" data-id=\"fe105ae\" 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><span style=\"font-weight: 400;\">The Cloud Group implements enterprise AI using its Cleansys service (data cleaning, normalization, and architecture as a mandatory step before any model) and the proprietary TCG-SAF\u2122 framework, which requires the definition of measurable business KPIs in monthly euros before modifying any model. Over 150 engineers operate in 9 countries, and there are no paid partnerships with AI vendors. The model is chosen based on cost-performance measured in real-world evaluations, not on commercial incentives. Storm and Hurricane guarantees are included in the contract. Published case studies: Emirates, RTVE, MasterChef, National Police.<\/span><\/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\t<\/details>\n\t\t\t\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 class=\"elementor-element elementor-element-520b231 e-flex e-con-boxed e-con e-parent\" data-id=\"520b231\" 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-da913cd e-con-full e-flex e-con e-child\" data-id=\"da913cd\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-13fb89f e-con-full e-flex e-con e-child\" data-id=\"13fb89f\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-aec609a elementor-widget elementor-widget-image\" data-id=\"aec609a\" 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=\"450\" src=\"https:\/\/thecloud.group\/wp-content\/uploads\/2023\/03\/ai.jpg\" class=\"elementor-animation-hang attachment-large size-large wp-image-24537\" alt=\"Artificial intelligence applied to the development and automation of enterprise software\" srcset=\"https:\/\/thecloud.group\/wp-content\/uploads\/2023\/03\/ai.jpg 1000w, https:\/\/thecloud.group\/wp-content\/uploads\/2023\/03\/ai-300x169.jpg 300w, https:\/\/thecloud.group\/wp-content\/uploads\/2023\/03\/ai-768x432.jpg 768w, https:\/\/thecloud.group\/wp-content\/uploads\/2023\/03\/ai-18x10.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<div class=\"elementor-element elementor-element-edf06fd elementor-widget elementor-widget-image\" data-id=\"edf06fd\" 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=\"612\" height=\"295\" src=\"https:\/\/thecloud.group\/wp-content\/uploads\/2024\/01\/Seguridad-de-Vanguardia-en-el-Mundo-Digital1.jpg\" class=\"elementor-animation-hang attachment-medium_large size-medium_large wp-image-26106\" alt=\"\" srcset=\"https:\/\/thecloud.group\/wp-content\/uploads\/2024\/01\/Seguridad-de-Vanguardia-en-el-Mundo-Digital1.jpg 612w, https:\/\/thecloud.group\/wp-content\/uploads\/2024\/01\/Seguridad-de-Vanguardia-en-el-Mundo-Digital1-300x145.jpg 300w, https:\/\/thecloud.group\/wp-content\/uploads\/2024\/01\/Seguridad-de-Vanguardia-en-el-Mundo-Digital1-18x9.jpg 18w\" sizes=\"(max-width: 612px) 100vw, 612px\" \/>\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<div class=\"elementor-element elementor-element-91c838a elementor-widget elementor-widget-image\" data-id=\"91c838a\" 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=\"450\" src=\"https:\/\/thecloud.group\/wp-content\/uploads\/2023\/03\/chatbot-1024x576.jpg\" class=\"elementor-animation-hang attachment-large size-large wp-image-24538\" alt=\"Integration of intelligent chatbots into applications\" srcset=\"https:\/\/thecloud.group\/wp-content\/uploads\/2023\/03\/chatbot-1024x576.jpg 1024w, https:\/\/thecloud.group\/wp-content\/uploads\/2023\/03\/chatbot-300x169.jpg 300w, https:\/\/thecloud.group\/wp-content\/uploads\/2023\/03\/chatbot-768x432.jpg 768w, https:\/\/thecloud.group\/wp-content\/uploads\/2023\/03\/chatbot-18x10.jpg 18w, https:\/\/thecloud.group\/wp-content\/uploads\/2023\/03\/chatbot.jpg 1229w\" 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<\/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>Artificial intelligence (AI) is becoming an integral part of software development. In this article, we&#039;ll explore how AI is changing the game, from test automation to integrating intelligent chatbots into applications. At The Cloud Group, we&#039;re at the forefront of applying AI to software development, and we can help you leverage these technologies to improve the efficiency and quality of your projects.<\/p>","protected":false},"author":1,"featured_media":24537,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"elementor_header_footer","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[740,825,798,826,827],"class_list":["post-24530","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-sin-categoria","tag-big-data","tag-desarrollo-software","tag-inteligencia-artificial","tag-recomendaciones-inteligentes","tag-software-erp"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v27.4 (Yoast SEO v27.7) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>El futuro de la inteligencia artificial en desarrollo software | 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\/artificial-intelligence-in-software-development\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"El futuro de la inteligencia artificial en desarrollo software\" \/>\n<meta property=\"og:description\" content=\"La inteligencia artificial (IA) se est\u00e1 convirtiendo en una parte integral del desarrollo de software. En este art\u00edculo, exploraremos c\u00f3mo la IA est\u00e1 cambiando el juego, desde la automatizaci\u00f3n de pruebas hasta la integraci\u00f3n de chatbots inteligentes en las aplicaciones. En The Cloud Group, estamos a la vanguardia de la aplicaci\u00f3n de la IA en el desarrollo de software, y podemos ayudarte a aprovechar estas tecnolog\u00edas para mejorar la eficiencia y la calidad de tus proyectos.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/thecloud.group\/en\/artificial-intelligence-in-software-development\/\" \/>\n<meta property=\"og:site_name\" content=\"The Cloud Group\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/thecloudgroupglobal\" \/>\n<meta property=\"article:published_time\" content=\"2023-03-14T10:14:24+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2026-05-26T02:25:33+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/thecloud.group\/wp-content\/uploads\/2023\/03\/ai.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"1000\" \/>\n\t<meta property=\"og:image:height\" content=\"562\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"admin\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"admin\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"11 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/thecloud.group\\\/inteligencia-artificial-en-desarrollo-de-software\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/thecloud.group\\\/inteligencia-artificial-en-desarrollo-de-software\\\/\"},\"author\":{\"name\":\"admin\",\"@id\":\"https:\\\/\\\/thecloud.group\\\/#\\\/schema\\\/person\\\/96af9c910256c8762bee808ba76fc3b3\"},\"headline\":\"El futuro de la inteligencia artificial en desarrollo 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