{"id":34029,"date":"2025-07-11T11:30:32","date_gmt":"2025-07-11T09:30:32","guid":{"rendered":"https:\/\/stage2.convotis.com\/es\/?page_id=34029"},"modified":"2025-08-29T15:49:14","modified_gmt":"2025-08-29T13:49:14","slug":"generative-ai-llms","status":"publish","type":"page","link":"https:\/\/www.convotis.com\/es\/en\/data-science-ai\/generative-ai-llms\/","title":{"rendered":"Generative AI &#038; LLMs"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-page\" data-elementor-id=\"34029\" class=\"elementor elementor-34029\" data-elementor-post-type=\"page\">\n\t\t\t\t<div class=\"elementor-element elementor-element-bc35d92 e-flex e-con-boxed e-con e-parent\" data-id=\"bc35d92\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-2a64812 e-con-full e-flex e-con e-parent\" data-id=\"2a64812\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-43530c5 e-con-full e-flex e-con e-child\" data-id=\"43530c5\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-3789806 e-con-full container-offering-headerimage e-flex e-con e-child\" data-id=\"3789806\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-5dcca1f elementor-widget elementor-widget-image\" data-id=\"5dcca1f\" 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=\"1090\" height=\"670\" src=\"https:\/\/www.convotis.com\/es\/wp-content\/uploads\/sites\/3\/2025\/07\/GenAI-LLMs.png\" class=\"attachment-1536x1536 size-1536x1536 wp-image-33992\" alt=\"\" srcset=\"https:\/\/www.convotis.com\/es\/wp-content\/uploads\/sites\/3\/2025\/07\/GenAI-LLMs.png 1090w, https:\/\/www.convotis.com\/es\/wp-content\/uploads\/sites\/3\/2025\/07\/GenAI-LLMs-300x184.png 300w, https:\/\/www.convotis.com\/es\/wp-content\/uploads\/sites\/3\/2025\/07\/GenAI-LLMs-1024x629.png 1024w, https:\/\/www.convotis.com\/es\/wp-content\/uploads\/sites\/3\/2025\/07\/GenAI-LLMs-768x472.png 768w\" sizes=\"auto, (max-width: 1090px) 100vw, 1090px\" \/>\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<div class=\"elementor-element elementor-element-907feba e-con-full e-flex e-con e-child\" data-id=\"907feba\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-837c28a e-con-full container-offering-header e-flex e-con e-child\" data-id=\"837c28a\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-1acc71b elementor-widget elementor-widget-heading\" data-id=\"1acc71b\" 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\">Generative AI &amp; LLMs<\/h1>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3972dea elementor-widget elementor-widget-text-editor\" data-id=\"3972dea\" 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>Texts, chatbots, language models &#8211; automated with AI. Generative AI and large language models (LLMs) enable the development of complex texts, dialogue-ready systems, and scalable interactions.<\/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-02312b3 elementor-widget elementor-widget-convotis-bootstrap-button\" data-id=\"02312b3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"convotis-bootstrap-button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<a href=\"https:\/\/www.convotis.com\/es\/en\/data-science-ai\/generative-ai-llms\/#offering\" class=\"btn btn-teal\">How we support you<\/a>\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<\/div>\n\t\t<div class=\"elementor-element elementor-element-952d3d4 e-flex e-con-boxed e-con e-child\" data-id=\"952d3d4\" 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-66671c4 e-con-full e-flex e-con e-child\" data-id=\"66671c4\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-9fb8140 elementor-widget elementor-widget-heading\" data-id=\"9fb8140\" 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\">Generative AI &amp; LLMs for automated content and smart dialogue systems<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-86f1d41 elementor-widget elementor-widget-text-editor\" data-id=\"86f1d41\" 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>Instead of just searching for information, Generative AI generates new content &#8211; from precise FAQ answers and structured emails to well-founded decision templates. Large Language Models understand language in context, formulate texts and enable dialogue-capable systems such as chatbots that interact with users in a natural way.<\/p><p>Companies use Generative AI &amp; LLMs to automate content, scale internal communication and provide smart assistance solutions &#8211; at CONVOTIS, we make productive use of this potential.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-35c5075 e-con-full e-flex e-con e-child\" data-id=\"35c5075\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-b97f00c e-con-full e-flex e-con e-child\" data-id=\"b97f00c\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-1e10539 elementor-widget elementor-widget-text-editor\" data-id=\"1e10539\" 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>Technology for Generative AI &amp; LLMs &#8211; context-sensitive, prompt-driven, API-ready<\/h4>\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-dd62df6 e-con-full e-flex e-con e-child\" data-id=\"dd62df6\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-289fc59 e-con-full e-flex e-con e-child\" data-id=\"289fc59\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-2a6a2a2 elementor-icon-list--layout-traditional elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"2a6a2a2\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<ul class=\"elementor-icon-list-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"icon icon-check-thin\"><\/i>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Text, audio, and image generation, as well as summaries with large language models<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"icon icon-check-thin\"><\/i>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Natural Language Processing (NLP) for structured &amp; unstructured content<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"icon icon-check-thin\"><\/i>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Retrieval Augmented Generation (RAG) for context-based knowledge access<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"icon icon-check-thin\"><\/i>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Internal process automation with AI agents and Generative AI-augmented RPA<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\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-e84020b e-con-full e-flex e-con e-child\" data-id=\"e84020b\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-7b3bb70 elementor-icon-list--layout-traditional elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"7b3bb70\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<ul class=\"elementor-icon-list-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"icon icon-check-thin\"><\/i>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Integration with data sources like CRM, ERP, and corporate applications such as Microsoft Teams and API management tools<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"icon icon-check-thin\"><\/i>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">LoRA fine-tuning and transfer learning for LLMs and Stable Diffusion models<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"icon icon-check-thin\"><\/i>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">API-first provision as a microservice, container or low-code component<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"icon icon-check-thin\"><\/i>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\"> Technology stacks: Python, LangChain, Hugging Face, LlamaIndex, MCP, RESTful APIs <\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\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<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2da010b elementor-widget elementor-widget-loop-carousel\" data-id=\"2da010b\" data-element_type=\"widget\" data-e-type=\"widget\" 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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-486d2a4d elementor-widget elementor-widget-theme-post-featured-image elementor-widget-image\" data-id=\"486d2a4d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"theme-post-featured-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=\"300\" height=\"173\" src=\"https:\/\/www.convotis.com\/es\/wp-content\/uploads\/sites\/3\/2025\/07\/World2meet-300x173.png\" class=\"attachment-medium size-medium wp-image-32441\" alt=\"\" srcset=\"https:\/\/www.convotis.com\/es\/wp-content\/uploads\/sites\/3\/2025\/07\/World2meet-300x173.png 300w, https:\/\/www.convotis.com\/es\/wp-content\/uploads\/sites\/3\/2025\/07\/World2meet.png 520w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" 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https:\/\/www.convotis.com\/es\/wp-content\/uploads\/sites\/3\/2025\/08\/Swica-2.png 520w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/>\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\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div data-elementor-type=\"loop-item\" data-elementor-id=\"28317\" class=\"elementor elementor-28317 swiper-slide e-loop-item e-loop-item-46125 post-46125 references type-references status-publish has-post-thumbnail hentry references-service-security-services-es\" data-elementor-post-type=\"elementor_library\" role=\"group\" aria-roledescription=\"slide\" data-custom-edit-handle=\"1\">\n\t\t\t<div class=\"elementor-element elementor-element-7fa25d85 e-flex e-con-boxed e-con e-parent\" data-id=\"7fa25d85\" 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 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height=\"173\" src=\"https:\/\/www.convotis.com\/es\/wp-content\/uploads\/sites\/3\/2025\/07\/PKZ-300x173.png\" class=\"attachment-medium size-medium wp-image-32671\" alt=\"\" srcset=\"https:\/\/www.convotis.com\/es\/wp-content\/uploads\/sites\/3\/2025\/07\/PKZ-300x173.png 300w, https:\/\/www.convotis.com\/es\/wp-content\/uploads\/sites\/3\/2025\/07\/PKZ.png 520w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/>\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\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div data-elementor-type=\"loop-item\" data-elementor-id=\"28317\" class=\"elementor elementor-28317 swiper-slide e-loop-item e-loop-item-45018 post-45018 references type-references status-publish has-post-thumbnail hentry references-service-digital-transformation-es\" data-elementor-post-type=\"elementor_library\" role=\"group\" aria-roledescription=\"slide\" data-custom-edit-handle=\"1\">\n\t\t\t<div class=\"elementor-element elementor-element-7fa25d85 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https:\/\/www.convotis.com\/es\/wp-content\/uploads\/sites\/3\/2024\/01\/prokon.png 520w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/>\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\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div data-elementor-type=\"loop-item\" data-elementor-id=\"28317\" class=\"elementor elementor-28317 swiper-slide e-loop-item e-loop-item-45019 post-45019 references type-references status-publish has-post-thumbnail hentry references-service-digital-transformation-es\" data-elementor-post-type=\"elementor_library\" role=\"group\" aria-roledescription=\"slide\" data-custom-edit-handle=\"1\">\n\t\t\t<div class=\"elementor-element elementor-element-7fa25d85 e-flex e-con-boxed e-con e-parent\" data-id=\"7fa25d85\" 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-486d2a4d elementor-widget elementor-widget-theme-post-featured-image elementor-widget-image\" data-id=\"486d2a4d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"theme-post-featured-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=\"300\" height=\"173\" src=\"https:\/\/www.convotis.com\/es\/wp-content\/uploads\/sites\/3\/2024\/01\/University-of-Ljubljana_2-300x173.png\" class=\"attachment-medium size-medium wp-image-16921\" alt=\"\" srcset=\"https:\/\/www.convotis.com\/es\/wp-content\/uploads\/sites\/3\/2024\/01\/University-of-Ljubljana_2-300x173.png 300w, https:\/\/www.convotis.com\/es\/wp-content\/uploads\/sites\/3\/2024\/01\/University-of-Ljubljana_2.png 520w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/>\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\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div data-elementor-type=\"loop-item\" data-elementor-id=\"28317\" class=\"elementor elementor-28317 swiper-slide e-loop-item e-loop-item-45020 post-45020 references type-references status-publish has-post-thumbnail hentry references-service-data-science_ai-es\" data-elementor-post-type=\"elementor_library\" role=\"group\" aria-roledescription=\"slide\" data-custom-edit-handle=\"1\">\n\t\t\t<div class=\"elementor-element elementor-element-7fa25d85 e-flex e-con-boxed e-con e-parent\" data-id=\"7fa25d85\" 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-486d2a4d elementor-widget elementor-widget-theme-post-featured-image elementor-widget-image\" data-id=\"486d2a4d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"theme-post-featured-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=\"300\" height=\"173\" src=\"https:\/\/www.convotis.com\/es\/wp-content\/uploads\/sites\/3\/2025\/07\/Vontobel-Asset-Management-AG-300x173.png\" class=\"attachment-medium size-medium wp-image-33217\" alt=\"\" srcset=\"https:\/\/www.convotis.com\/es\/wp-content\/uploads\/sites\/3\/2025\/07\/Vontobel-Asset-Management-AG-300x173.png 300w, https:\/\/www.convotis.com\/es\/wp-content\/uploads\/sites\/3\/2025\/07\/Vontobel-Asset-Management-AG.png 520w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/>\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\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div data-elementor-type=\"loop-item\" data-elementor-id=\"28317\" class=\"elementor elementor-28317 swiper-slide e-loop-item e-loop-item-45022 post-45022 references type-references status-publish has-post-thumbnail hentry references-service-cloud_solutions_es\" 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wp-image-11458\" alt=\"\" srcset=\"https:\/\/www.convotis.com\/es\/wp-content\/uploads\/sites\/3\/2023\/01\/blau-direkt-300x173.png 300w, https:\/\/www.convotis.com\/es\/wp-content\/uploads\/sites\/3\/2023\/01\/blau-direkt.png 520w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/>\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\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div data-elementor-type=\"loop-item\" data-elementor-id=\"28317\" class=\"elementor elementor-28317 swiper-slide e-loop-item e-loop-item-45023 post-45023 references type-references status-publish has-post-thumbnail hentry references-service-cloud_solutions_es references-service-data-science_ai-es\" data-elementor-post-type=\"elementor_library\" role=\"group\" aria-roledescription=\"slide\" data-custom-edit-handle=\"1\">\n\t\t\t<div class=\"elementor-element elementor-element-7fa25d85 e-flex e-con-boxed e-con e-parent\" data-id=\"7fa25d85\" 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-486d2a4d elementor-widget elementor-widget-theme-post-featured-image elementor-widget-image\" data-id=\"486d2a4d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"theme-post-featured-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=\"300\" height=\"173\" src=\"https:\/\/www.convotis.com\/es\/wp-content\/uploads\/sites\/3\/2025\/07\/Varengold-Bank-AG-1-300x173.png\" class=\"attachment-medium size-medium wp-image-33756\" alt=\"\" srcset=\"https:\/\/www.convotis.com\/es\/wp-content\/uploads\/sites\/3\/2025\/07\/Varengold-Bank-AG-1-300x173.png 300w, https:\/\/www.convotis.com\/es\/wp-content\/uploads\/sites\/3\/2025\/07\/Varengold-Bank-AG-1.png 520w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/>\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\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div data-elementor-type=\"loop-item\" data-elementor-id=\"28317\" class=\"elementor elementor-28317 swiper-slide e-loop-item e-loop-item-45024 post-45024 references type-references status-publish has-post-thumbnail hentry references-service-digital-transformation-es\" data-elementor-post-type=\"elementor_library\" role=\"group\" aria-roledescription=\"slide\" data-custom-edit-handle=\"1\">\n\t\t\t<div class=\"elementor-element elementor-element-7fa25d85 e-flex e-con-boxed e-con e-parent\" data-id=\"7fa25d85\" 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-486d2a4d elementor-widget elementor-widget-theme-post-featured-image elementor-widget-image\" data-id=\"486d2a4d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"theme-post-featured-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=\"300\" height=\"173\" src=\"https:\/\/www.convotis.com\/es\/wp-content\/uploads\/sites\/3\/2022\/09\/STOROpack-300x173.png\" class=\"attachment-medium size-medium wp-image-5013\" alt=\"\" srcset=\"https:\/\/www.convotis.com\/es\/wp-content\/uploads\/sites\/3\/2022\/09\/STOROpack-300x173.png 300w, https:\/\/www.convotis.com\/es\/wp-content\/uploads\/sites\/3\/2022\/09\/STOROpack.png 520w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/>\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\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div data-elementor-type=\"loop-item\" data-elementor-id=\"28317\" class=\"elementor elementor-28317 swiper-slide e-loop-item e-loop-item-45026 post-45026 references type-references status-publish has-post-thumbnail hentry references-service-digital-transformation-es\" data-elementor-post-type=\"elementor_library\" role=\"group\" aria-roledescription=\"slide\" data-custom-edit-handle=\"1\">\n\t\t\t<div class=\"elementor-element elementor-element-7fa25d85 e-flex e-con-boxed e-con e-parent\" data-id=\"7fa25d85\" 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-486d2a4d elementor-widget elementor-widget-theme-post-featured-image elementor-widget-image\" data-id=\"486d2a4d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"theme-post-featured-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=\"300\" height=\"173\" src=\"https:\/\/www.convotis.com\/es\/wp-content\/uploads\/sites\/3\/2022\/09\/Lueb-Wolters-300x173.png\" class=\"attachment-medium size-medium wp-image-5083\" alt=\"\" srcset=\"https:\/\/www.convotis.com\/es\/wp-content\/uploads\/sites\/3\/2022\/09\/Lueb-Wolters-300x173.png 300w, https:\/\/www.convotis.com\/es\/wp-content\/uploads\/sites\/3\/2022\/09\/Lueb-Wolters.png 520w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/>\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\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div data-elementor-type=\"loop-item\" data-elementor-id=\"28317\" class=\"elementor elementor-28317 swiper-slide e-loop-item e-loop-item-45027 post-45027 references type-references status-publish has-post-thumbnail hentry references-service-digital-transformation-es\" data-elementor-post-type=\"elementor_library\" role=\"group\" aria-roledescription=\"slide\" data-custom-edit-handle=\"1\">\n\t\t\t<div class=\"elementor-element elementor-element-7fa25d85 e-flex e-con-boxed e-con e-parent\" data-id=\"7fa25d85\" 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-486d2a4d elementor-widget elementor-widget-theme-post-featured-image elementor-widget-image\" data-id=\"486d2a4d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"theme-post-featured-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=\"300\" height=\"173\" src=\"https:\/\/www.convotis.com\/es\/wp-content\/uploads\/sites\/3\/2022\/09\/Lenze-1-300x173.png\" class=\"attachment-medium size-medium wp-image-4930\" alt=\"\" srcset=\"https:\/\/www.convotis.com\/es\/wp-content\/uploads\/sites\/3\/2022\/09\/Lenze-1-300x173.png 300w, https:\/\/www.convotis.com\/es\/wp-content\/uploads\/sites\/3\/2022\/09\/Lenze-1.png 520w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/>\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\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div data-elementor-type=\"loop-item\" data-elementor-id=\"28317\" class=\"elementor elementor-28317 swiper-slide e-loop-item e-loop-item-45031 post-45031 references type-references status-publish has-post-thumbnail hentry references-service-cloud_solutions_es\" data-elementor-post-type=\"elementor_library\" role=\"group\" aria-roledescription=\"slide\" data-custom-edit-handle=\"1\">\n\t\t\t<div class=\"elementor-element elementor-element-7fa25d85 e-flex e-con-boxed e-con e-parent\" data-id=\"7fa25d85\" 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-486d2a4d elementor-widget elementor-widget-theme-post-featured-image elementor-widget-image\" data-id=\"486d2a4d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"theme-post-featured-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=\"300\" height=\"173\" src=\"https:\/\/www.convotis.com\/es\/wp-content\/uploads\/sites\/3\/2022\/09\/Fahrrad-XXL-2-300x173.png\" class=\"attachment-medium size-medium wp-image-5089\" alt=\"\" srcset=\"https:\/\/www.convotis.com\/es\/wp-content\/uploads\/sites\/3\/2022\/09\/Fahrrad-XXL-2-300x173.png 300w, https:\/\/www.convotis.com\/es\/wp-content\/uploads\/sites\/3\/2022\/09\/Fahrrad-XXL-2.png 520w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/>\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\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/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>\n\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-efb962d e-con-full section e-flex e-con e-parent\" data-id=\"efb962d\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-516aa29 e-flex e-con-boxed e-con e-child\" data-id=\"516aa29\" 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-f249803 elementor-widget elementor-widget-text-editor\" data-id=\"f249803\" 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<h3><strong>What are the specific benefits?<\/strong><br \/>Smart content, dialogue-capable systems, productive processes.<\/h3>\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-4ee2666 elementor-widget elementor-widget-convotis-callouts\" data-id=\"4ee2666\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"convotis-callouts.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"d-flex callouts row mt-4  inverse\"><div class=\"callout-block col-md-6 col-xl-3\"><i aria-hidden=\"true\" class=\"icon icon-chat-text-thin\"><\/i><div class=\"callout-text\">Automated generation of text, audio, and images based on Generative AI, LLMs, and VLMs<\/div><\/div><div class=\"callout-block col-md-6 col-xl-3\"><i aria-hidden=\"true\" class=\"icon icon-text-aa-thin\"><\/i><div class=\"callout-text\">Natural language interfaces for chatbots, agents, search, and voice interaction<\/div><\/div><div class=\"callout-block col-md-6 col-xl-3\"><i aria-hidden=\"true\" class=\"icon icon-timer-thin\"><\/i><div class=\"callout-text\">No more manual research - answers are generated in real time<\/div><\/div><div class=\"callout-block col-md-6 col-xl-3\"><i aria-hidden=\"true\" class=\"icon icon-book-open-text-thin\"><\/i><div class=\"callout-text\">Utilisation of unstructured knowledge via semantic integration<\/div><\/div><div class=\"callout-block col-md-6 col-xl-3\"><i aria-hidden=\"true\" class=\"icon icon-plugs-connected-thin\"><\/i><div class=\"callout-text\">Integration with CRM, ERP, and corporate applications like Microsoft Teams and API management tools\n\n<\/div><\/div><div class=\"callout-block col-md-6 col-xl-3\"><i aria-hidden=\"true\" class=\"icon icon-resize-thin\"><\/i><div class=\"callout-text\">Scalable architecture - from proof of concept to productive environment<\/div><\/div><div class=\"callout-block col-md-6 col-xl-3\"><i aria-hidden=\"true\" class=\"icon icon-user-check-thin-1\"><\/i><div class=\"callout-text\">Secure, GDPR-compliant and role-based - can be operated in the cloud or on-premises<\/div><\/div><\/div>\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>\n\t\t<div class=\"elementor-element elementor-element-6c00fe1 e-con-full e-flex e-con e-parent\" data-id=\"6c00fe1\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;background_motion_fx_translateY_effect&quot;:&quot;yes&quot;,&quot;background_motion_fx_translateY_speed&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:8,&quot;sizes&quot;:[]},&quot;background_motion_fx_motion_fx_scrolling&quot;:&quot;yes&quot;,&quot;background_motion_fx_translateY_affectedRange&quot;:{&quot;unit&quot;:&quot;%&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:{&quot;start&quot;:0,&quot;end&quot;:50}},&quot;background_motion_fx_devices&quot;:[&quot;desktop&quot;,&quot;laptop&quot;,&quot;tablet&quot;,&quot;mobile&quot;]}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-ce4a242 elementor-widget elementor-widget-menu-anchor\" data-id=\"ce4a242\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"menu-anchor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-menu-anchor\" id=\"offering\"><\/div>\n\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-0f6f910 e-con-full section e-flex e-con e-parent\" data-id=\"0f6f910\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-2cc9ac0 e-flex e-con-boxed e-con e-child\" data-id=\"2cc9ac0\" 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-a43ed8f e-con-full e-flex e-con e-child\" data-id=\"a43ed8f\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-7a3da9e elementor-widget elementor-widget-heading\" data-id=\"7a3da9e\" 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\">How we support you.<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c81a484 elementor-widget elementor-widget-convotis-bootstrap-button\" data-id=\"c81a484\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"convotis-bootstrap-button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<a href=\"https:\/\/www.convotis.com\/es\/en\/contact\/\" target=\"_blank\" class=\"btn btn-teal\">Request a Consultation<\/a>\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-561dfc6 e-con-full e-flex e-con e-child\" data-id=\"561dfc6\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-993461f elementor-widget elementor-widget-text-editor\" data-id=\"993461f\" 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>With Generative AI &amp; LLMs, we develop solutions that not only process language, but also make it usable based on context. We support you in selecting suitable models, defining prompts and integrating them into your existing data and system landscape &#8211; with a consistent focus on security, scalability, and user acceptance.<\/p><p>Instead of generic AI experiments, we focus on practical applications: from automated text systems and intelligent dialogue interfaces to domain-specific language models. Our implementation strategy takes into account regulatory requirements as well as technical infrastructure &#8211; for a fast, sustainable implementation of generative AI in your company.<\/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<div class=\"elementor-element elementor-element-383e441 e-flex e-con-boxed e-con e-child\" data-id=\"383e441\" 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-e8c7ac9 elementor-widget elementor-widget-convotis-bootstrap-content-accordion\" data-id=\"e8c7ac9\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"convotis-bootstrap-content-accordion.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"accordion\" id=\"accordion-e8c7ac9\"><div class=\"accordion-item\"><div class=\"accordion-header\" id=\"accordion-e8c7ac9-item-0-heading\"><button class=\"accordion-button collapsed\" type=\"button\" data-bs-toggle=\"collapse\" data-bs-target=\"#accordion-e8c7ac9-item-0-collapse\" aria-expanded=\"false\" aria-controls=\"accordion-e8c7ac9-item-0-collapse\"><div class=\"accordion-button-inner\"><h3 class=\"mb-0\">Agentic Architecture Design and Use case identification <\/h3><span class=\"accordion-subline\">Design scalable AI structures. Identify high-value business cases.<\/span><\/div><\/button><\/div><div id=\"accordion-e8c7ac9-item-0-collapse\" class=\"accordion-collapse collapse \" aria-labelledby=\"accordion-e8c7ac9-item-0-heading\" data-bs-parent=\"#accordion-e8c7ac9\"><div class=\"accordion-body\"><p>We modernize classic search systems by using Retrieval-Augmented Generation (RAG) architectures. Combining vector-based information retrieval with the generative power of LLMs, we deliver precise, context-aware answers instead of static result lists. Our solutions integrate seamlessly with your existing knowledge bases and document sources - whether structured or unstructured - enabling intelligent information retrieval, deeper insights, and conversational search experiences tailored to your domain<\/p><\/div><\/div><\/div><div class=\"accordion-item\"><div class=\"accordion-header\" id=\"accordion-e8c7ac9-item-1-heading\"><button class=\"accordion-button collapsed\" type=\"button\" data-bs-toggle=\"collapse\" data-bs-target=\"#accordion-e8c7ac9-item-1-collapse\" aria-expanded=\"false\" aria-controls=\"accordion-e8c7ac9-item-1-collapse\"><div class=\"accordion-button-inner\"><h3 class=\"mb-0\">Data modelling for AI and knowledge base <\/h3><span class=\"accordion-subline\">Make structured data usable for LLMs and agents. Connect context, knowledge, and logic.<\/span><\/div><\/button><\/div><div id=\"accordion-e8c7ac9-item-1-collapse\" class=\"accordion-collapse collapse \" aria-labelledby=\"accordion-e8c7ac9-item-1-heading\" data-bs-parent=\"#accordion-e8c7ac9\"><div class=\"accordion-body\"><p><span class=\"TextRun SCXW247168930 BCX0\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW247168930 BCX0\">We design semantic data models and knowledge architectures that unlock the full potential of AI. Whether graph-based, ontology-<\/span><span class=\"NormalTextRun ContextualSpellingAndGrammarErrorV2Themed SCXW247168930 BCX0\">driven<\/span><span class=\"NormalTextRun SCXW247168930 BCX0\"> or hybrid, our models enable reasoning, retrieval, and dynamic learning. We connect unstructured and structured sources into coherent knowledge layers, <\/span><span class=\"NormalTextRun SCXW247168930 BCX0\">optimizing<\/span><span class=\"NormalTextRun SCXW247168930 BCX0\"> them for use with LLMs, RAG <\/span><span class=\"NormalTextRun ContextualSpellingAndGrammarErrorV2Themed SCXW247168930 BCX0\">pipelines<\/span><span class=\"NormalTextRun SCXW247168930 BCX0\"> and intelligent agents. This ensures <\/span><span class=\"NormalTextRun SCXW247168930 BCX0\">accurate<\/span><span class=\"NormalTextRun SCXW247168930 BCX0\">, context-rich interactions grounded in your domain <\/span><span class=\"NormalTextRun SCXW247168930 BCX0\">expertise<\/span><span class=\"NormalTextRun SCXW247168930 BCX0\">.<\/span><\/span><span class=\"EOP SCXW247168930 BCX0\" data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559685&quot;:1440,&quot;335559738&quot;:0,&quot;335559739&quot;:0}\">\u00a0<\/span><\/p><\/div><\/div><\/div><div class=\"accordion-item\"><div class=\"accordion-header\" id=\"accordion-e8c7ac9-item-2-heading\"><button class=\"accordion-button collapsed\" type=\"button\" data-bs-toggle=\"collapse\" data-bs-target=\"#accordion-e8c7ac9-item-2-collapse\" aria-expanded=\"false\" aria-controls=\"accordion-e8c7ac9-item-2-collapse\"><div class=\"accordion-button-inner\"><h3 class=\"mb-0\">RAG architectures &amp; knowledge enrichment<\/h3><span class=\"accordion-subline\">Expand the context. Clarify answers. Integrate knowledge.<\/span><\/div><\/button><\/div><div id=\"accordion-e8c7ac9-item-2-collapse\" class=\"accordion-collapse collapse \" aria-labelledby=\"accordion-e8c7ac9-item-2-heading\" data-bs-parent=\"#accordion-e8c7ac9\"><div class=\"accordion-body\"><p>With Retrieval Augmented Generation (RAG), we combine Generative AI &amp; LLMs with internal knowledge sources - for precise, context-supported results. We connect documents, guidelines and structured content via semantic indices, vector databases and metadata control. This creates a dynamic architecture that enriches generative answers with verified expertise - ideal for combining with our <a href=\"https:\/\/www.convotis.com\/es\/en\/data-science-ai\/ai-powered-knowledge-management\/\" target=\"_blank\" rel=\"noopener\"><strong>AI-powered knowledge management<\/strong><\/a> for end-to-end knowledge logic.<\/p><\/div><\/div><\/div><div class=\"accordion-item\"><div class=\"accordion-header\" id=\"accordion-e8c7ac9-item-3-heading\"><button class=\"accordion-button collapsed\" type=\"button\" data-bs-toggle=\"collapse\" data-bs-target=\"#accordion-e8c7ac9-item-3-collapse\" aria-expanded=\"false\" aria-controls=\"accordion-e8c7ac9-item-3-collapse\"><div class=\"accordion-button-inner\"><h3 class=\"mb-0\">Booster Search Engines with RAG architectures <\/h3><span class=\"accordion-subline\">Combine vector-based search with Generative AI. Deliver precise answers instead of result lists.<\/span><\/div><\/button><\/div><div id=\"accordion-e8c7ac9-item-3-collapse\" class=\"accordion-collapse collapse \" aria-labelledby=\"accordion-e8c7ac9-item-3-heading\" data-bs-parent=\"#accordion-e8c7ac9\"><div class=\"accordion-body\"><p><span data-contrast=\"auto\">We elevate traditional search systems by integrating Retrieval-Augmented Generation (RAG) architectures. By combining vector-based retrieval with the generative power of LLMs, we deliver precise, context-aware answers instead of static results. Our solutions plug into your existing knowledge bases and document repositories - structured or not - enabling smarter discovery, deeper insights, and conversational search experiences tailored to your domain.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559685&quot;:1440,&quot;335559738&quot;:0,&quot;335559739&quot;:0}\">\u00a0<\/span><\/p><\/div><\/div><\/div><div class=\"accordion-item\"><div class=\"accordion-header\" id=\"accordion-e8c7ac9-item-4-heading\"><button class=\"accordion-button collapsed\" type=\"button\" data-bs-toggle=\"collapse\" data-bs-target=\"#accordion-e8c7ac9-item-4-collapse\" aria-expanded=\"false\" aria-controls=\"accordion-e8c7ac9-item-4-collapse\"><div class=\"accordion-button-inner\"><h3 class=\"mb-0\">LLM integration into processes &amp; systems<\/h3><span class=\"accordion-subline\">Making generative AI productive. Seamlessly integrate and scale.<\/span><\/div><\/button><\/div><div id=\"accordion-e8c7ac9-item-4-collapse\" class=\"accordion-collapse collapse \" aria-labelledby=\"accordion-e8c7ac9-item-4-heading\" data-bs-parent=\"#accordion-e8c7ac9\"><div class=\"accordion-body\"><p>We integrate Generative AI &amp; LLMs into your existing system landscape in a customised way - from service portals and specialist applications to DMS and ERP platforms. Whether via API, container or low-code component: our solutions automate text processes, support dialogue systems and connect language models with internal data sources. Through semantic context linking, role control and governance compatibility, we create scalable AI services for productive scenarios.<\/p><\/div><\/div><\/div><div class=\"accordion-item\"><div class=\"accordion-header\" id=\"accordion-e8c7ac9-item-5-heading\"><button class=\"accordion-button collapsed\" type=\"button\" data-bs-toggle=\"collapse\" data-bs-target=\"#accordion-e8c7ac9-item-5-collapse\" aria-expanded=\"false\" aria-controls=\"accordion-e8c7ac9-item-5-collapse\"><div class=\"accordion-button-inner\"><h3 class=\"mb-0\">Process Automatization with Agentic architecture <\/h3><span class=\"accordion-subline\">Use autonomous agents for complex operations. Automate from analysis to action intelligently.<\/span><\/div><\/button><\/div><div id=\"accordion-e8c7ac9-item-5-collapse\" class=\"accordion-collapse collapse \" aria-labelledby=\"accordion-e8c7ac9-item-5-heading\" data-bs-parent=\"#accordion-e8c7ac9\"><div class=\"accordion-body\"><p><span class=\"TextRun SCXW208743247 BCX0\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW208743247 BCX0\">We implement agentic AI architectures to automate complex business processes - beyond traditional RPA. Our autonomous agents can plan, decide, and act across systems, handling dynamic tasks with minimal human intervention. From document processing to multi-step workflows, we design modular agents that collaborate, learn, and adapt. The result: scalable automation that aligns with your operations, powered by reasoning and goal-driven execution.<\/span><\/span><span class=\"EOP SCXW208743247 BCX0\" data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559685&quot;:1440,&quot;335559738&quot;:0,&quot;335559739&quot;:0}\">\u00a0<\/span><\/p><\/div><\/div><\/div><div class=\"accordion-item\"><div class=\"accordion-header\" id=\"accordion-e8c7ac9-item-6-heading\"><button class=\"accordion-button collapsed\" type=\"button\" data-bs-toggle=\"collapse\" data-bs-target=\"#accordion-e8c7ac9-item-6-collapse\" aria-expanded=\"false\" aria-controls=\"accordion-e8c7ac9-item-6-collapse\"><div class=\"accordion-button-inner\"><h3 class=\"mb-0\">Quality Validation and Production ready solutions <\/h3><span class=\"accordion-subline\">Secure, test, and scale AI systems. Ensure reliable operation with monitoring and compliance.<\/span><\/div><\/button><\/div><div id=\"accordion-e8c7ac9-item-6-collapse\" class=\"accordion-collapse collapse \" aria-labelledby=\"accordion-e8c7ac9-item-6-heading\" data-bs-parent=\"#accordion-e8c7ac9\"><div class=\"accordion-body\"><p><span class=\"TextRun SCXW240004927 BCX0\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW240004927 BCX0\">We ensure that your AI solutions are robust, secure, and ready for production. Our quality validation frameworks cover everything from model evaluation and performance monitoring to compliance, safety, and human-in-the-loop review. Whether <\/span><span class=\"NormalTextRun SCXW240004927 BCX0\">it's<\/span><span class=\"NormalTextRun SCXW240004927 BCX0\"> an LLM integration, agentic system, or RAG pipeline, we run stress-tested validation cycles and deploy with CI\/CD best practices - turning AI prototypes into dependable, scalable services.<\/span><\/span><span class=\"EOP SCXW240004927 BCX0\" data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559685&quot;:1440,&quot;335559738&quot;:0,&quot;335559739&quot;:0}\">\u00a0<\/span><\/p><\/div><\/div><\/div><\/div>\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>\n\t\t<div class=\"elementor-element elementor-element-750bad64 section e-flex e-con-boxed e-con e-parent\" data-id=\"750bad64\" 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<div class=\"elementor-element elementor-element-7168ba0d e-flex e-con-boxed elementor-invisible e-con e-child\" data-id=\"7168ba0d\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;animation&quot;:&quot;fadeIn&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-4f7dcbad e-con-full e-flex e-con e-child\" data-id=\"4f7dcbad\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-5b6e7153 elementor-widget elementor-widget-heading\" data-id=\"5b6e7153\" 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\"><strong>Your IT Transformation starts here.<\/strong><br>\nLet\u2019s talk about your goals.<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-18a70ffa elementor-widget elementor-widget-text-editor\" data-id=\"18a70ffa\" 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>Utilise the potential of your language with scalable generative AI. We support you in building intelligent text systems &#8211; with large language models, prompt engineering and platforms that provide relevant content exactly when it is needed.<\/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-575ee1d9 elementor-widget elementor-widget-convotis-bootstrap-button\" data-id=\"575ee1d9\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"convotis-bootstrap-button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<a href=\"https:\/\/www.convotis.com\/es\/en\/contact\/\" target=\"_blank\" class=\"btn btn-teal\">Plan next steps<\/a>\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-33d355d4 e-con-full e-flex e-con e-child\" data-id=\"33d355d4\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-3a73c416 elementor-widget elementor-widget-convotis-image-box\" data-id=\"3a73c416\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;motion_fx_translateY_effect&quot;:&quot;yes&quot;,&quot;motion_fx_devices&quot;:[&quot;desktop&quot;,&quot;laptop&quot;,&quot;tablet&quot;],&quot;_animation&quot;:&quot;none&quot;,&quot;motion_fx_motion_fx_scrolling&quot;:&quot;yes&quot;,&quot;motion_fx_translateY_affectedRange&quot;:{&quot;unit&quot;:&quot;%&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:{&quot;start&quot;:0,&quot;end&quot;:50}},&quot;motion_fx_translateY_speed&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:1,&quot;sizes&quot;:[]}}\" data-widget_type=\"convotis-image-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t        <div class=\"image-box border-bottom-left\" style=\"max-width: auto;\">\r\n            <div class=\"image-wrapper has-img-bg\" data-background-url=\"https:\/\/www.convotis.com\/es\/wp-content\/uploads\/2025\/05\/Get-in-Touch-with-CONVOTIS.png\">\r\n                            <\/div>\r\n        <\/div>\r\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\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-002dcaa e-con-full section e-flex e-con e-parent\" data-id=\"002dcaa\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-64634f9 e-flex e-con-boxed e-con e-child\" data-id=\"64634f9\" 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-3d7482e e-con-full e-flex e-con e-child\" data-id=\"3d7482e\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-84ad361 e-con-full e-flex e-con e-child\" data-id=\"84ad361\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;sticky&quot;:&quot;top&quot;,&quot;sticky_offset&quot;:120,&quot;sticky_offset_tablet&quot;:40,&quot;sticky_parent&quot;:&quot;yes&quot;,&quot;sticky_on&quot;:[&quot;desktop&quot;,&quot;laptop&quot;,&quot;tablet&quot;,&quot;mobile&quot;],&quot;sticky_effects_offset&quot;:0,&quot;sticky_anchor_link_offset&quot;:0}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-ba8dc3f elementor-widget elementor-widget-heading\" data-id=\"ba8dc3f\" 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\"><strong>Dive deeper into the topic.<\/strong><br>\nExplore further resources.\n<\/h2>\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<div class=\"elementor-element elementor-element-13d714c e-con-full e-flex e-con e-child\" data-id=\"13d714c\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-a04e3e1 e-con-full e-flex e-con e-child\" data-id=\"a04e3e1\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;gradient&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-6cc3a2b e-con-full e-flex e-con e-child\" data-id=\"6cc3a2b\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-d520243 e-con-full e-flex e-con e-child\" data-id=\"d520243\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-04df037 elementor-widget elementor-widget-heading\" data-id=\"04df037\" 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<h4 class=\"elementor-heading-title elementor-size-default\">Customer Story: World2Meet<\/h4>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-33ef85c elementor-widget elementor-widget-text-editor\" data-id=\"33ef85c\" 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>We implemented a data-driven 360\u00b0 platform for World2Meet \u2013 enabling context-aware dialogue systems and personalized content delivery.<\/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-03e7346 elementor-widget elementor-widget-convotis-bootstrap-button\" data-id=\"03e7346\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"convotis-bootstrap-button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<a href=\"https:\/\/www.convotis.com\/es\/en\/news\/customer-story-world2meet\/\" target=\"_blank\" class=\"btn btn-light\">Read Customer Story<\/a>\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<div class=\"elementor-element elementor-element-1ece500 e-con-full e-flex e-con e-child\" data-id=\"1ece500\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;gradient&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-e696468 e-con-full e-flex e-con e-child\" data-id=\"e696468\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-c6a7e65 e-con-full e-flex e-con e-child\" data-id=\"c6a7e65\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-1df1525 elementor-widget elementor-widget-heading\" data-id=\"1df1525\" 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<h4 class=\"elementor-heading-title elementor-size-default\">Customer Story: Energy Sistem<\/h4>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6948ce6 elementor-widget elementor-widget-text-editor\" data-id=\"6948ce6\" 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>For Energy Sistem, we implemented generative AI processes that generate personalised content in real time &#8211; user-centric, scalable and automated.<\/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-3661447 elementor-widget elementor-widget-convotis-bootstrap-button\" data-id=\"3661447\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"convotis-bootstrap-button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<a href=\"https:\/\/www.convotis.com\/es\/en\/news\/customer-success-ai-personalization-ecommerce-energy-sistem\/\" target=\"_blank\" class=\"btn btn-light\">Read Customer Story<\/a>\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<div class=\"elementor-element elementor-element-0c69a28 e-con-full e-flex e-con e-child\" data-id=\"0c69a28\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;gradient&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-e61ac08 e-con-full e-flex e-con e-child\" data-id=\"e61ac08\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-33466bb e-con-full e-flex e-con e-child\" data-id=\"33466bb\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-2ca1e1f elementor-widget elementor-widget-heading\" data-id=\"2ca1e1f\" 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<h4 class=\"elementor-heading-title elementor-size-default\">Data security in the age of AI<\/h4>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9f270b0 elementor-widget elementor-widget-text-editor\" data-id=\"9f270b0\" 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>How to effectively protect your information in the age of AI &#8211; for trustworthy data analyses.<\/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-3a24b91 elementor-widget elementor-widget-convotis-bootstrap-button\" data-id=\"3a24b91\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"convotis-bootstrap-button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<a href=\"https:\/\/www.convotis.com\/es\/en\/news\/data-security-in-the-age-of-ai-how-to-protect-your-information\/\" target=\"_blank\" class=\"btn btn-light\">Learn more<\/a>\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<\/div>\n\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-e61ef27 e-con-full section e-flex e-con e-parent\" data-id=\"e61ef27\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-9247cd4 e-flex e-con-boxed e-con e-child\" data-id=\"9247cd4\" 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-e1fd8c3 e-con-full e-flex e-con e-child\" data-id=\"e1fd8c3\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-70a0ae6 e-con-full e-flex e-con e-child\" data-id=\"70a0ae6\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;sticky&quot;:&quot;top&quot;,&quot;sticky_offset&quot;:120,&quot;sticky_offset_tablet&quot;:40,&quot;sticky_parent&quot;:&quot;yes&quot;,&quot;sticky_on&quot;:[&quot;desktop&quot;,&quot;laptop&quot;,&quot;tablet&quot;,&quot;mobile&quot;],&quot;sticky_effects_offset&quot;:0,&quot;sticky_anchor_link_offset&quot;:0}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-9647a58 elementor-widget elementor-widget-heading\" data-id=\"9647a58\" 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\">FAQ\n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-17141f6 elementor-widget elementor-widget-text-editor\" data-id=\"17141f6\" 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>Do you have questions about Generative AI &amp; LLMs?<br \/>In our FAQ you will find concise answers to the most important topics relating to language models, text automation, prompt engineering and integration into existing processes.<\/p><p>Still have questions?<\/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-c3e91f2 elementor-widget elementor-widget-convotis-bootstrap-button\" data-id=\"c3e91f2\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"convotis-bootstrap-button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<a href=\"https:\/\/www.convotis.com\/es\/en\/contact\/\" target=\"_blank\" class=\"btn btn-light\">Get in touch now<\/a>\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<div class=\"elementor-element elementor-element-7d456b3 e-con-full e-flex e-con e-child\" data-id=\"7d456b3\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-b800e2b elementor-widget elementor-widget-convotis-bootstrap-accordion\" data-id=\"b800e2b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"convotis-bootstrap-accordion.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"accordion faq-accordion accordion-inverse\" id=\"accordion-b800e2b\"><script type=\"application\/ld+json\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@type\":\"FAQPage\",\"mainEntity\":[{\"@type\":\"Question\",\"name\":\"What is the difference between Generative AI &amp; classic chatbots?\",\"acceptedAnswer\":{\"@type\":\"Answer\",\"text\":\"Generative AI &amp; LLMs enable freely formulated answers to complex questions - in contrast to rule-based chatbots, which are limited to predefined dialogues. Language models such as GPT, LLaMA or Mistral generate context-related content in real time, adapt to the course of the conversation and can be expanded promptly. This makes it possible to create user-centric dialogue systems that are flexible, scalable and adaptive.\"}},{\"@type\":\"Question\",\"name\":\"How can Generative AI be integrated into existing systems?\",\"acceptedAnswer\":{\"@type\":\"Answer\",\"text\":\"Generative AI &amp; LLMs are integrated into your existing IT landscape via APIs, containers or low-code components. Whether ERP, DMS or service portal: we enable seamless integration in which language models react to internal data, roles or processes. Standardised interfaces, semantic indexing and context-based triggers are used - for maximum flexibility and security.\"}},{\"@type\":\"Question\",\"name\":\"What content can be created automatically with Generative AI?\",\"acceptedAnswer\":{\"@type\":\"Answer\",\"text\":\"Generative AI &amp; LLMs can be used to automatically generate structured and unstructured content - from emails, explanatory texts and decision templates to product descriptions or internal documentation. Depending on the prompt, knowledge source and target system, precise, context-appropriate texts are created. There are numerous scenarios for productive text automation, particularly in service, HR, legal or IT.\"}},{\"@type\":\"Question\",\"name\":\"What does prompt engineering mean in practice?\",\"acceptedAnswer\":{\"@type\":\"Answer\",\"text\":\"Prompt engineering refers to the targeted control of Generative AI &amp; LLMs using text-based instructions. The more precisely a prompt is structured - including roles, goals, tonality and format - the better and more reliable the output of the language model will be. In practice, we develop prompt-based templates for internal use cases, train role prompts and optimise output through iterative testing.\"}},{\"@type\":\"Question\",\"name\":\"How does Retrieval Augmented Generation (RAG) work?\",\"acceptedAnswer\":{\"@type\":\"Answer\",\"text\":\"RAG combines Generative AI &amp; LLMs with internal company knowledge. Instead of relying solely on pre-trained models, documents, databases and content are linked contextually. Semantic vector searches, embeddings and metadata filters give the language model access to relevant information - for reliable, fact-based answers. RAG is ideal for knowledge-intensive applications with high demands on accuracy and traceability.\"}}]}<\/script><div class=\"accordion-item faq-item\"><div class=\"accordion-header\" id=\"accordion-b800e2b-item-0-heading\"><button class=\"accordion-button collapsed\" type=\"button\" data-bs-toggle=\"collapse\" data-bs-target=\"#accordion-b800e2b-item-0-collapse\" aria-expanded=\"false\" aria-controls=\"accordion-b800e2b-item-0-collapse\"><div class=\"accordion-button-inner\"><h4 class=\"mb-0 faq-question\">What is the difference between Generative AI &amp; classic chatbots?<\/h4><\/div><\/button><\/div><div id=\"accordion-b800e2b-item-0-collapse\" class=\"accordion-collapse collapse \" aria-labelledby=\"accordion-b800e2b-item-0-heading\" data-bs-parent=\"#accordion-b800e2b\"><div class=\"accordion-body faq-answer\"><p>Generative AI &amp; LLMs enable freely formulated answers to complex questions - in contrast to rule-based chatbots, which are limited to predefined dialogues. Language models such as GPT, LLaMA or Mistral generate context-related content in real time, adapt to the course of the conversation and can be expanded promptly. This makes it possible to create user-centric dialogue systems that are flexible, scalable and adaptive.<\/p><\/div><\/div><\/div><div class=\"accordion-item faq-item\"><div class=\"accordion-header\" id=\"accordion-b800e2b-item-1-heading\"><button class=\"accordion-button collapsed\" type=\"button\" data-bs-toggle=\"collapse\" data-bs-target=\"#accordion-b800e2b-item-1-collapse\" aria-expanded=\"false\" aria-controls=\"accordion-b800e2b-item-1-collapse\"><div class=\"accordion-button-inner\"><h4 class=\"mb-0 faq-question\">How can Generative AI be integrated into existing systems?<\/h4><\/div><\/button><\/div><div id=\"accordion-b800e2b-item-1-collapse\" class=\"accordion-collapse collapse \" aria-labelledby=\"accordion-b800e2b-item-1-heading\" data-bs-parent=\"#accordion-b800e2b\"><div class=\"accordion-body faq-answer\"><p>Generative AI &amp; LLMs are integrated into your existing IT landscape via APIs, containers or low-code components. Whether ERP, DMS or service portal: we enable seamless integration in which language models react to internal data, roles or processes. Standardised interfaces, semantic indexing and context-based triggers are used - for maximum flexibility and security.<\/p><\/div><\/div><\/div><div class=\"accordion-item faq-item\"><div class=\"accordion-header\" id=\"accordion-b800e2b-item-2-heading\"><button class=\"accordion-button collapsed\" type=\"button\" data-bs-toggle=\"collapse\" data-bs-target=\"#accordion-b800e2b-item-2-collapse\" aria-expanded=\"false\" aria-controls=\"accordion-b800e2b-item-2-collapse\"><div class=\"accordion-button-inner\"><h4 class=\"mb-0 faq-question\">What content can be created automatically with Generative AI?<\/h4><\/div><\/button><\/div><div id=\"accordion-b800e2b-item-2-collapse\" class=\"accordion-collapse collapse \" aria-labelledby=\"accordion-b800e2b-item-2-heading\" data-bs-parent=\"#accordion-b800e2b\"><div class=\"accordion-body faq-answer\"><p>Generative AI &amp; LLMs can be used to automatically generate structured and unstructured content - from emails, explanatory texts and decision templates to product descriptions or internal documentation. Depending on the prompt, knowledge source and target system, precise, context-appropriate texts are created. There are numerous scenarios for productive text automation, particularly in service, HR, legal or IT.<\/p><\/div><\/div><\/div><div class=\"accordion-item faq-item\"><div class=\"accordion-header\" id=\"accordion-b800e2b-item-3-heading\"><button class=\"accordion-button collapsed\" type=\"button\" data-bs-toggle=\"collapse\" data-bs-target=\"#accordion-b800e2b-item-3-collapse\" aria-expanded=\"false\" aria-controls=\"accordion-b800e2b-item-3-collapse\"><div class=\"accordion-button-inner\"><h4 class=\"mb-0 faq-question\">What does prompt engineering mean in practice?<\/h4><\/div><\/button><\/div><div id=\"accordion-b800e2b-item-3-collapse\" class=\"accordion-collapse collapse \" aria-labelledby=\"accordion-b800e2b-item-3-heading\" data-bs-parent=\"#accordion-b800e2b\"><div class=\"accordion-body faq-answer\"><p>Prompt engineering refers to the targeted control of Generative AI &amp; LLMs using text-based instructions. The more precisely a prompt is structured - including roles, goals, tonality and format - the better and more reliable the output of the language model will be. In practice, we develop prompt-based templates for internal use cases, train role prompts and optimise output through iterative testing.<\/p><\/div><\/div><\/div><div class=\"accordion-item faq-item\"><div class=\"accordion-header\" id=\"accordion-b800e2b-item-4-heading\"><button class=\"accordion-button collapsed\" type=\"button\" data-bs-toggle=\"collapse\" data-bs-target=\"#accordion-b800e2b-item-4-collapse\" aria-expanded=\"false\" aria-controls=\"accordion-b800e2b-item-4-collapse\"><div class=\"accordion-button-inner\"><h4 class=\"mb-0 faq-question\">How does Retrieval Augmented Generation (RAG) work?<\/h4><\/div><\/button><\/div><div id=\"accordion-b800e2b-item-4-collapse\" class=\"accordion-collapse collapse \" aria-labelledby=\"accordion-b800e2b-item-4-heading\" data-bs-parent=\"#accordion-b800e2b\"><div class=\"accordion-body faq-answer\"><p>RAG combines Generative AI &amp; LLMs with internal company knowledge. Instead of relying solely on pre-trained models, documents, databases and content are linked contextually. Semantic vector searches, embeddings and metadata filters give the language model access to relevant information - for reliable, fact-based answers. RAG is ideal for knowledge-intensive applications with high demands on accuracy and traceability.<\/p><\/div><\/div><\/div><\/div>\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>\n\t\t<div class=\"elementor-element elementor-element-c3456cc e-con-full section is-bg-greige e-flex e-con e-parent\" data-id=\"c3456cc\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-74eb327 e-flex e-con-boxed e-con e-child\" data-id=\"74eb327\" 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-9419d2a elementor-widget elementor-widget-text-editor\" data-id=\"9419d2a\" 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<h2><strong>Latest Insights.<\/strong><br \/>In Data Science &amp; AI.<\/h2>\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>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Generative AI &amp; LLMs Texts, chatbots, language models &#8211; automated with AI. Generative AI and large language models (LLMs) enable the development of complex texts, dialogue-ready systems, and scalable interactions. How we support you Generative AI &amp; LLMs for automated content and smart dialogue systems Instead of just searching for information, Generative AI generates new [&hellip;]<\/p>\n","protected":false},"author":3,"featured_media":0,"parent":36184,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"elementor_header_footer","meta":{"_acf_changed":false,"content-type":"","footnotes":""},"class_list":["post-34029","page","type-page","status-publish","hentry"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v27.4 (Yoast SEO v27.4) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>Generative AI &amp; LLMs \u2013 Text, Chatbots, Language Models<\/title>\n<meta name=\"description\" content=\"Generate texts, control chatbots, automate speech - with Generative AI &amp; LLMs for smart dialogue systems and content automation.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.convotis.com\/es\/en\/data-science-ai\/generative-ai-llms\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Generative AI &amp; 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