{"id":10443,"date":"2026-05-01T09:00:55","date_gmt":"2026-05-01T08:00:55","guid":{"rendered":"https:\/\/holisticds.com\/?post_type=articulo&p=10443"},"modified":"2026-05-01T09:00:55","modified_gmt":"2026-05-01T08:00:55","slug":"generative-ai-business-applications","status":"publish","type":"articulo","link":"https:\/\/holisticds.com\/en\/articulo\/generative-ai-business-applications\/","title":{"rendered":"Generative AI in companies: real-world use cases and applications by Holistic Data Solutions"},"content":{"rendered":"<p><b>Generative artificial intelligence<\/b><span style=\"font-weight: 400;\"> is undoubtedly one of the most visible and widely discussed technologies of recent years. Although many companies associate it only with conversational tools or content generation, it can actually automate complex tasks, interpret unstructured information, and execute end-to-end processes that previously required constant human intervention, making it highly relevant in a corporate context.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">As an example, in this article we present <\/span><b>real-world use cases developed by Holistic Data Solutions<\/b><span style=\"font-weight: 400;\">, where generative AI has been applied to solve specific challenges across different industrial and service-based companies.<\/span><\/p>\n<h2><span style=\"font-weight: 400;\">What is generative AI and how is it applied in business.<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">Generative AI is a branch of artificial intelligence capable of <\/span><b>creating content, interpreting information, and generating responses or actions based on data. <\/b><span style=\"font-weight: 400;\">Unlike more traditional approaches focused on analysis or prediction, this type of AI also produces new outputs, whether texts, classifications, decisions, or even fully automated processes.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">In a business context, this translates into a wide range of applications, such as document generation, customer service automation, interpretation of complex information, and execution of administrative tasks, among many others.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">By the way, if you want to explore what generative AI is and how it differs from other types of AI, you can do so in this other article, where we have already discussed in depth<\/span><a href=\"https:\/\/holisticds.com\/en\/articulo\/how-to-apply-artificial-intelligence-in-your-company\/\"><span style=\"font-weight: 400;\"> how to implement artificial intelligence in companies.<\/span><\/a><\/p>\n<p><span style=\"font-weight: 400;\">Now, let\u2019s look at some real-world use cases delivered by Holistic Data Solutions that serve as examples of the different applications that can be adopted with this type of technology.<\/span><\/p>\n<h2><span style=\"font-weight: 400;\">Data extraction automation with generative AI: packaging company use case.<\/span><\/h2>\n<h3><span style=\"font-weight: 400;\">Context and challenge.<\/span><\/h3>\n<p><span style=\"font-weight: 400;\">A company specializing in cardboard packaging with artistic finishes managed a high volume of operational documentation on a daily basis. Specifically, manually analyzing around 100 delivery note sheets per day represented a significant workload for the team.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">This process involved reviewing documents, identifying important data such as the delivery note ID or weight in kilograms, and transferring it to internal systems. In total, this task consumed around <\/span><b>25 hours of manual work per week<\/b><span style=\"font-weight: 400;\">, with the resulting operational cost and risk of errors.<\/span><\/p>\n<h3><span style=\"font-weight: 400;\">Solution implemented.<\/span><\/h3>\n<p><span style=\"font-weight: 400;\">To address this situation, an <\/span><b>automated solution was designed combining Power Automate, Python, and the OpenAI API.<\/b><\/p>\n<p><span style=\"font-weight: 400;\">The system manages PDF documents through Power Automate and uses a Python script that, supported by generative AI capabilities, analyzes the content of the documents, including images, to extract the relevant data.<\/span><\/p>\n<p><b>The system then generates structured CSV files that are automatically consolidated into a master file.<\/b><span style=\"font-weight: 400;\"> In addition, document classification is automated, organizing files into folders according to their status, ensuring traceability and process control.<\/span><\/p>\n<h3><span style=\"font-weight: 400;\">Results and impact.<\/span><\/h3>\n<p><span style=\"font-weight: 400;\">The impact was immediate:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Processing time reduced from <\/span><b>25 manual hours to 3 automated hours.<\/b><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Minimized errors in data extraction.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Virtually zero operating cost, limited to the Power Automate subscription and use of the OpenAI API.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Team time freed up for higher-value tasks.<\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">This case shows how generative AI can automate complex tasks that require document interpretation, not just simple repetitive tasks.<\/span><\/p>\n<h2><span style=\"font-weight: 400;\">Sales process automation with generative AI: language academy use case.<\/span><\/h2>\n<h3><span style=\"font-weight: 400;\">Context and challenge.<\/span><\/h3>\n<p><span style=\"font-weight: 400;\">A language academy with more than 40 years of experience offering training programs adapted to all ages and levels faced a common challenge in high-demand organizations: overloaded support channels and administrative burden.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Manual management of enrollments, lead qualification, and query handling consumed much of the sales team\u2019s time, causing response delays and lost sales opportunities.<\/span><\/p>\n<h3><span style=\"font-weight: 400;\">Solution implemented.<\/span><\/h3>\n<p><span style=\"font-weight: 400;\">The implemented solution consisted of a<\/span><b> generative AI ecosystem based on intelligent agents<\/b><span style=\"font-weight: 400;\">, capable of acting as a true \u201cdigital nervous system\u201d for the organization.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">This system interprets the user\u2019s real intent and performs autonomous actions in real time, such as answering complex questions about courses, exams, or services, or supporting the conversion process by scheduling appointments, enabling automated enrollment records, or redirecting users to contact forms.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">In addition to the above, it integrates a recruitment module that allows users to view vacancies, apply for relevant positions, and manage applications.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">The entire system is supported by centralized ingestion of all corporate information and by an architecture that goes beyond the limitations of traditional chatbots, enabling complete processes to be operated.<\/span><\/p>\n<h3><span style=\"font-weight: 400;\">Results and impact.<\/span><\/h3>\n<p><span style=\"font-weight: 400;\">The results were significant:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Automation of <\/span><b>90% of enrollment triage.<\/b><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">More than <\/span><b>6 hours saved per day <\/b><span style=\"font-weight: 400;\">on administrative tasks.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Improved response speed and sales conversion.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Generation of records that enable full traceability of interactions and useful metrics.<\/span><\/li>\n<\/ul>\n<h2><span style=\"font-weight: 400;\">Order automation with generative AI: sleep products company use case.<\/span><\/h2>\n<h3><span style=\"font-weight: 400;\">Context and challenge.<\/span><\/h3>\n<p><span style=\"font-weight: 400;\">A leading company in Spain\u2019s sleep products sector managed a high volume of orders via email from its broad network of distributors and points of sale.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">These orders arrived in highly diverse formats (free text, PDFs, Word documents, or images) requiring a manual process of classification and data transcription. This approach involved time, risk of errors, and strong operational dependency.<\/span><\/p>\n<h3><span style=\"font-weight: 400;\">Solution implemented.<\/span><\/h3>\n<p><span style=\"font-weight: 400;\">To optimize this process, an intelligent inbox system based on generative AI was developed to classify and process orders received by email, integrating them with the company\u2019s internal system.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">This inbox automatically detects whether an email corresponds to an order and, if so, extracts the critical information (items, quantities, measurements, finishes, etc.) from both the body of the message and its attachments, regardless of format.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">During this AI-powered process, the system also validates products and customers against the company\u2019s database, classifies orders as complete or incomplete, and records all information in a structured format for subsequent processing.<\/span><\/p>\n<h3><span style=\"font-weight: 400;\">Results and impact.<\/span><\/h3>\n<p><span style=\"font-weight: 400;\">The implementation made it possible to:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Significantly reduce the time and staff dedicated to manual email management.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Minimize transcription errors.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Improve process traceability.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Establish a solid foundation for future automation.<\/span><\/li>\n<\/ul>\n<h2><span style=\"font-weight: 400;\">Applications of generative AI in companies: what these cases have in common.<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">Although these projects were applied across very different sectors (industrial, education, and logistics) they share a number of common characteristics.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">First, they are initiatives focused on particularly labor-intensive processes, those that <\/span><b>require a heavy manual workload and consume a great deal of team time. <\/b><span style=\"font-weight: 400;\">They also tend to involve the management of complex or disorganized information, making it difficult to analyze using traditional methods.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Another common aspect is the automation of tasks that, until now, depended on human interpretation, representing a qualitative leap in the way day-to-day work is approached.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Finally, these projects <\/span><b>generate a direct and noticeable impact on efficiency and costs from the early stages, <\/b><span style=\"font-weight: 400;\">making the benefits evident in a very short period of time.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">It is clear that generative <\/span><b>AI goes far beyond simple content creation.<\/b><span style=\"font-weight: 400;\"> This technology enables the comprehensive redesign of processes, helping improve productivity in a real and tangible way.<\/span><\/p>\n<h2><span style=\"font-weight: 400;\">How to get started with generative AI in your organization.<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">Generative AI has the potential to transform the operations of companies across different sectors. Looking at these examples, it becomes clear that there is no need to tackle large projects from the outset; instead, the first step is to identify specific processes where there is a clear opportunity for improvement.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">At <\/span><b>Holistic Data Solutions, <\/b><span style=\"font-weight: 400;\">we support organizations throughout this entire process: from identifying opportunities to designing and implementing generative AI-based solutions that create real business impact.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">If you would like to explore how to apply generative AI in your company, <\/span><a href=\"https:\/\/holisticds.com\/en\/contact\/\"><span style=\"font-weight: 400;\">contact us.<\/span><\/a><\/p>\n  <div class=\"related-post grid\">\r\n        <h2 class=\"headline\">Related Articles<\/h2>\r\n    <div class=\"post-list \">\r\n\r\n            <div class=\"item\">\r\n            <div class=\"thumb post_thumb\">\r\n    <a  title=\"What is FP&#038;A and why is it important?\" href=\"https:\/\/holisticds.com\/en\/articulo\/what-is-fpa-and-why-is-it-important\/\">\r\n\r\n      <img fetchpriority=\"high\" decoding=\"async\" width=\"620\" height=\"414\" src=\"https:\/\/holisticds.com\/wp-content\/uploads\/2022\/06\/Blog_fpa.png\" class=\"attachment-full size-full wp-post-image\" alt=\"Blog fp&amp;a\" srcset=\"https:\/\/holisticds.com\/wp-content\/uploads\/2022\/06\/Blog_fpa.png 620w, https:\/\/holisticds.com\/wp-content\/uploads\/2022\/06\/Blog_fpa-300x200.png 300w\" sizes=\"(max-width: 620px) 100vw, 620px\" \/>\r\n\r\n    <\/a>\r\n  <\/div>\r\n\r\n  <a class=\"title post_title\"  title=\"What is FP&#038;A and why is it important?\" href=\"https:\/\/holisticds.com\/en\/articulo\/what-is-fpa-and-why-is-it-important\/\">\r\n        What is FP&#038;A and why is it important?  <\/a>\r\n\r\n  <p class=\"excerpt post_excerpt\">\r\n    In a context like the current one where financial instability and market volatility are so present, it is normal that <a class=\"read-more\" href=\"https:\/\/holisticds.com\/en\/articulo\/what-is-fpa-and-why-is-it-important\/\"> [...]<\/a>  <\/p>\r\n        <\/div>\r\n              <div class=\"item\">\r\n            <div class=\"thumb post_thumb\">\r\n    <a  title=\"What is BOARD and benefits\" href=\"https:\/\/holisticds.com\/en\/articulo\/board-software-purpose-and-benefits\/\">\r\n\r\n      <img decoding=\"async\" width=\"743\" height=\"337\" src=\"https:\/\/holisticds.com\/wp-content\/uploads\/2022\/08\/post_2a.png\" class=\"attachment-full size-full wp-post-image\" alt=\"Post 2a\" srcset=\"https:\/\/holisticds.com\/wp-content\/uploads\/2022\/08\/post_2a.png 743w, https:\/\/holisticds.com\/wp-content\/uploads\/2022\/08\/post_2a-300x136.png 300w\" sizes=\"(max-width: 743px) 100vw, 743px\" \/>\r\n\r\n    <\/a>\r\n  <\/div>\r\n\r\n  <a class=\"title post_title\"  title=\"What is BOARD and benefits\" href=\"https:\/\/holisticds.com\/en\/articulo\/board-software-purpose-and-benefits\/\">\r\n        What is BOARD and benefits  <\/a>\r\n\r\n  <p class=\"excerpt post_excerpt\">\r\n    Board International was founded in the 1990s with the aim of being a Self-Service Analysis and Reporting, which goes through <a class=\"read-more\" href=\"https:\/\/holisticds.com\/en\/articulo\/board-software-purpose-and-benefits\/\"> [...]<\/a>  <\/p>\r\n        <\/div>\r\n              <div class=\"item\">\r\n            <div class=\"thumb post_thumb\">\r\n    <a  title=\"5 tips for optimizing financial planning and analysis (FP&#038;A)\" href=\"https:\/\/holisticds.com\/en\/articulo\/5-tips-for-optimizing-financial-planning-and-analysis-fpa\/\">\r\n\r\n      <img decoding=\"async\" width=\"939\" height=\"625\" src=\"https:\/\/holisticds.com\/wp-content\/uploads\/2022\/11\/Blog_5tips_analisis_financieros.png\" class=\"attachment-full size-full wp-post-image\" alt=\"Blog 5tips analisis financieros\" srcset=\"https:\/\/holisticds.com\/wp-content\/uploads\/2022\/11\/Blog_5tips_analisis_financieros.png 939w, https:\/\/holisticds.com\/wp-content\/uploads\/2022\/11\/Blog_5tips_analisis_financieros-300x200.png 300w, https:\/\/holisticds.com\/wp-content\/uploads\/2022\/11\/Blog_5tips_analisis_financieros-768x511.png 768w\" sizes=\"(max-width: 939px) 100vw, 939px\" \/>\r\n\r\n    <\/a>\r\n  <\/div>\r\n\r\n  <a class=\"title post_title\"  title=\"5 tips for optimizing financial planning and analysis (FP&#038;A)\" href=\"https:\/\/holisticds.com\/en\/articulo\/5-tips-for-optimizing-financial-planning-and-analysis-fpa\/\">\r\n        5 tips for optimizing financial planning and analysis (FP&#038;A)  <\/a>\r\n\r\n  <p class=\"excerpt post_excerpt\">\r\n    Time and money. 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