{"id":23154,"date":"2024-12-04T12:28:00","date_gmt":"2024-12-04T15:28:00","guid":{"rendered":"https:\/\/ee02395c61.nxcli.io\/insights\/ia-alavanca-automacao\/"},"modified":"2024-04-09T12:18:49","modified_gmt":"2024-04-09T15:18:49","slug":"ai-as-lever-for-automation","status":"publish","type":"insights","link":"https:\/\/elogroup.com\/en\/insights\/ai-as-lever-for-automation\/","title":{"rendered":"Artificial Intelligence as a lever for automation"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"23154\" class=\"elementor elementor-23154 elementor-22759\" data-elementor-post-type=\"insights\">\n\t\t\t\t\t\t<section data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-section elementor-top-section elementor-element elementor-element-4be9eb56 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"4be9eb56\" 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-5bb03585\" data-id=\"5bb03585\" 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-6cdb69e6 elementor-widget elementor-widget-text-editor\" data-id=\"6cdb69e6\" 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><strong>By Alexandre Sawaya Alves Guimar\u00e3es<\/strong><\/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-7bf2e67a elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"7bf2e67a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5f8339af elementor-widget elementor-widget-text-editor\" data-id=\"5f8339af\" 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<ul><li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"1\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"1\" data-aria-level=\"1\"><i><span data-contrast=\"auto\">The automation of processes is nowadays one of the pillars of the Digital Transformation movement in business.\u00a0<\/span><\/i><span data-ccp-props=\"{&quot;134233118&quot;:false,&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559739&quot;:0,&quot;335559740&quot;:360}\">\u00a0<\/span><\/li><li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"1\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"1\" data-aria-level=\"1\"><i><span data-contrast=\"auto\">Artificial Intelligence allows automations to become even more precise, efficient and capable of adapting to complex scenarios.\u00a0<\/span><\/i><span data-ccp-props=\"{&quot;134233118&quot;:false,&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559739&quot;:0,&quot;335559740&quot;:360}\">\u00a0<\/span><\/li><li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"1\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"1\" data-aria-level=\"1\"><i><span data-contrast=\"auto\">This article explores the EloGroup\u2019s approach using Artificial Intelligence as a lever for generating value in the process automation discipline.<\/span><\/i><span data-ccp-props=\"{&quot;134233118&quot;:false,&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559739&quot;:0,&quot;335559740&quot;:360}\">\u00a0<\/span><\/li><\/ul>\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-281f5e63 elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"281f5e63\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1794f9ac elementor-widget elementor-widget-text-editor\" data-id=\"1794f9ac\" 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 data-contrast=\"auto\">The discipline of process automation is today one of the pillars of the Digital Business Transformation movement in organizations of all kinds. Its foundations are based on the use of a series of technologies to automate and optimize repetitive tasks, activities or processes. Therefore, its main objective is to reduce human intervention and, by that, increase efficiency, reducing the time spent on manual and error-prone activities.<\/span><span data-ccp-props=\"{&quot;134233118&quot;:false,&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559731&quot;:708,&quot;335559739&quot;:0,&quot;335559740&quot;:360}\">\u00a0<\/span><\/p><p><span data-contrast=\"auto\">Process automation can be applied in different contexts and levels. From the automation of individual tasks to more complex processes that integrate several steps and decisions in multiple spheres of an organization: managing and coordinating the activities of users or departments more efficiently within a small company or using automated systems to control production, monitor equipment, guarantee quality and reduce the risks of accidents in industrial environments.<\/span><span data-ccp-props=\"{&quot;134233118&quot;:false,&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559731&quot;:708,&quot;335559739&quot;:0,&quot;335559740&quot;:360}\">\u00a0<\/span><\/p><p><span data-contrast=\"auto\">But just like Digital Transformation as a whole, process automation is also a discipline in constant development. More recently, with the evolution and maturing of AI technologies, we have seen the application of these systems to take automation to new heights of excellence, precision and value generation capacity.<\/span><span data-ccp-props=\"{&quot;134233118&quot;:false,&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559731&quot;:708,&quot;335559739&quot;:0,&quot;335559740&quot;:360}\">\u00a0<\/span><\/p><p><span data-contrast=\"auto\">In this article, we will explore in depth how AI can be used as a lever for process automation within organizations. But first, let\u2019s review some fundamental concepts and discuss the EloGroup\u2019s vision of these disciplines.<\/span><span data-ccp-props=\"{&quot;134233118&quot;:false,&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559731&quot;:708,&quot;335559739&quot;:0,&quot;335559740&quot;:360}\">\u00a0<\/span><\/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-2e698033 elementor-widget elementor-widget-heading\" data-id=\"2e698033\" 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\">EloGroup\u2019s vision on process automation <\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-64c061a5 elementor-widget elementor-widget-text-editor\" data-id=\"64c061a5\" 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 data-contrast=\"auto\">As a business transformation consultancy, EloGroup sees the process automation as an opportunity to improve its clients\u2019 operational efficiency. It aims to reduce costs, increase productivity and release resources for more strategic activities.<\/span><span data-ccp-props=\"{&quot;134233118&quot;:false,&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559731&quot;:708,&quot;335559739&quot;:0,&quot;335559740&quot;:360}\">\u00a0<\/span><\/p><p><span data-contrast=\"auto\">The starting point for our work is to identify which processes or tasks could benefit from automation, considering factors such as workload, complexity, frequency of execution and potential return on investment.\u202fIn addition, before recommending automation, we can carry out a detailed analysis to determine whether it is feasible and which technologies would be best suited to the client\u2019s specific needs, helping to choose the best tools available on the market.<\/span><span data-ccp-props=\"{&quot;134233118&quot;:false,&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559731&quot;:708,&quot;335559739&quot;:0,&quot;335559740&quot;:360}\">\u00a0<\/span><\/p><p><span data-contrast=\"auto\">With the solutions determined, EloGroup can help its clients implement the tools and integrate them to the organization&#8217;s existing systems.\u202fAfter that, we can also carry out a hyper care to monitor the results and make continuous improvements to optimize the performance of the automated processes over time.\u202f<\/span><\/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-591c70e5 elementor-widget elementor-widget-heading\" data-id=\"591c70e5\" 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\">Technologies involved in the automation of processes\u202f\u202f <\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-48f287ae elementor-widget elementor-widget-text-editor\" data-id=\"48f287ae\" 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 data-contrast=\"auto\">Below, are some of the technologies that can be involved in the context of a process automation project, bearing in mind that the choice of technologies will vary depending on the specific requirements and the nature of the processes:\u202f\u00a0<\/span><span data-ccp-props=\"{&quot;134233118&quot;:false,&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559731&quot;:708,&quot;335559739&quot;:0,&quot;335559740&quot;:360}\">\u00a0<\/span><\/p><ul><li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"2\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"1\" data-aria-level=\"1\"><b><span data-contrast=\"auto\">Robotic Process Automation (RPA):<\/span><\/b><span data-contrast=\"auto\"> uses software robots to automate tasks in systems, such as interactions in application interfaces, data processing and document handling;<\/span><span data-ccp-props=\"{&quot;134233118&quot;:false,&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559739&quot;:0,&quot;335559740&quot;:360}\">\u00a0<\/span><\/li><li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"2\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"1\" data-aria-level=\"1\"><b><span data-contrast=\"auto\">Business Process Management (BPM):<\/span><\/b><span data-contrast=\"auto\"> involves the use of software to model, execute, monitor and optimize business processes. BPM makes it possible to automate complex workflows and coordinate activities between teams;<\/span><span data-ccp-props=\"{&quot;134233118&quot;:false,&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559739&quot;:0,&quot;335559740&quot;:360}\">\u00a0<\/span><\/li><li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"2\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"1\" data-aria-level=\"1\"><b><span data-contrast=\"auto\">Optical Character Recognition (OCR):<\/span><\/b><span data-contrast=\"auto\"> allows systems to \u201cread\u201d and interpret text in digitized documents or images, making it easier to extract information for automated processing; and<\/span><span data-ccp-props=\"{&quot;134233118&quot;:false,&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559739&quot;:0,&quot;335559740&quot;:360}\">\u00a0<\/span><\/li><li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"2\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"1\" data-aria-level=\"1\"><b><span data-contrast=\"auto\">Chatbots and Virtual Assistants:<\/span><\/b><span data-contrast=\"auto\"> used to automate interaction with customers or users, providing automatic answers to common questions and helping to solve problems without human intervention.<\/span><span data-ccp-props=\"{&quot;134233118&quot;:false,&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559739&quot;:0,&quot;335559740&quot;:360}\">\u00a0<\/span><\/li><\/ul>\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-1f16667 elementor-widget elementor-widget-image\" data-id=\"1f16667\" 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=\"448\" src=\"https:\/\/elogroup.com\/wp-content\/uploads\/2024\/02\/marcvsart_The_image_shows_a_flowchart_with_arrows_connecting_di_2d944f5c-0549-4b8f-baba-f0d778630d58-1024x574.png\" class=\"attachment-large size-large wp-image-22790\" alt=\"Gr\u00e1fico de automa\u00e7\u00e3o\" srcset=\"https:\/\/elogroup.com\/wp-content\/uploads\/2024\/02\/marcvsart_The_image_shows_a_flowchart_with_arrows_connecting_di_2d944f5c-0549-4b8f-baba-f0d778630d58-1024x574.png 1024w, https:\/\/elogroup.com\/wp-content\/uploads\/2024\/02\/marcvsart_The_image_shows_a_flowchart_with_arrows_connecting_di_2d944f5c-0549-4b8f-baba-f0d778630d58-300x168.png 300w, https:\/\/elogroup.com\/wp-content\/uploads\/2024\/02\/marcvsart_The_image_shows_a_flowchart_with_arrows_connecting_di_2d944f5c-0549-4b8f-baba-f0d778630d58-768x430.png 768w, https:\/\/elogroup.com\/wp-content\/uploads\/2024\/02\/marcvsart_The_image_shows_a_flowchart_with_arrows_connecting_di_2d944f5c-0549-4b8f-baba-f0d778630d58.png 1456w\" 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-483f8ec elementor-widget elementor-widget-heading\" data-id=\"483f8ec\" 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\">Examples of process automation <\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f1b7626 elementor-widget elementor-widget-text-editor\" data-id=\"f1b7626\" 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 data-contrast=\"auto\">These different technological approaches can be used individually or together, forming what we call \u201chyperautomation\u201d. There are applications in various sectors and areas of activity. Some of the most common examples include:<\/span><span data-ccp-props=\"{&quot;134233118&quot;:false,&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559731&quot;:708,&quot;335559739&quot;:0,&quot;335559740&quot;:360}\">\u00a0<\/span><\/p><ul><li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"3\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"1\" data-aria-level=\"1\"><b><span data-contrast=\"auto\">Administrative processes:<\/span><\/b><span data-contrast=\"auto\"> automatic generation of reports, processing of invoices and approval of internal documents, such as employee holiday requests;<\/span><span data-ccp-props=\"{&quot;134233118&quot;:false,&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559739&quot;:0,&quot;335559740&quot;:360}\">\u00a0<\/span><\/li><li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"3\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"1\" data-aria-level=\"1\"><b><span data-contrast=\"auto\">Customer service:<\/span><\/b><span data-contrast=\"auto\"> using chatbots to provide answers to common questions from customers and sending email replies to confirm support requests or inform about the status of an order;<\/span><span data-ccp-props=\"{&quot;134233118&quot;:false,&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559739&quot;:0,&quot;335559740&quot;:360}\">\u00a0<\/span><\/li><li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"3\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"1\" data-aria-level=\"1\"><b><span data-contrast=\"auto\">Human Resources: <\/span><\/b><span data-contrast=\"auto\">screening CVs in selection processes and automating the hiring process for new employees;<\/span><span data-ccp-props=\"{&quot;134233118&quot;:false,&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559739&quot;:0,&quot;335559740&quot;:360}\">\u00a0<\/span><\/li><li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"3\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"1\" data-aria-level=\"1\"><b><span data-contrast=\"auto\">Marketing:<\/span><\/b><span data-contrast=\"auto\"> sending welcome emails or campaigns to specific customer segments, automating social media posts at specific times and automatically detecting success patterns for marketing campaigns;\u00a0<\/span><span data-ccp-props=\"{&quot;134233118&quot;:false,&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559739&quot;:0,&quot;335559740&quot;:360}\">\u00a0<\/span><\/li><li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"3\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"1\" data-aria-level=\"1\"><b><span data-contrast=\"auto\">Industrial production: <\/span><\/b><span data-contrast=\"auto\">real-time monitoring of industrial processes and decision-making support systems for industrial agents;<\/span><span data-ccp-props=\"{&quot;134233118&quot;:false,&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559739&quot;:0,&quot;335559740&quot;:360}\">\u00a0<\/span><\/li><li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"3\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"1\" data-aria-level=\"1\"><b><span data-contrast=\"auto\">Financial processes:<\/span><\/b><span data-contrast=\"auto\"> processing payments and bank transactions or reconciling financial and accounting data;<\/span><span data-ccp-props=\"{&quot;134233118&quot;:false,&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559739&quot;:0,&quot;335559740&quot;:360}\">\u00a0<\/span><\/li><li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"3\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"1\" data-aria-level=\"1\"><b><span data-contrast=\"auto\">Logistics processes: <\/span><\/b><span data-contrast=\"auto\">routing to optimize the delivery of goods or tracking shipments and updating information in real time; and<\/span><span data-ccp-props=\"{&quot;134233118&quot;:false,&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559739&quot;:0,&quot;335559740&quot;:360}\">\u00a0<\/span><\/li><li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"3\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"1\" data-aria-level=\"1\"><b><span data-contrast=\"auto\">IT (Information Technology) processes: <\/span><\/b><span data-contrast=\"auto\">deploying code in production and test environments or carrying out automated tests to guarantee software quality during development.\u202f<\/span><span data-ccp-props=\"{&quot;134233118&quot;:false,&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559739&quot;:0,&quot;335559740&quot;:360}\">\u00a0<\/span><\/li><\/ul>\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-586b9ac elementor-widget elementor-widget-heading\" data-id=\"586b9ac\" 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\">Artificial Intelligence leveraging the automation <\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-87b2a42 elementor-widget elementor-widget-text-editor\" data-id=\"87b2a42\" 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 data-contrast=\"auto\">As highlighted at the beginning of this article, the development and maturing of AI technology \u2013 particularly with the greater availability of data, specialized hardware and new state-of-the-art models \u2013, has culminated in a veritable <span style=\"text-decoration: underline;\"><span style=\"color: #0000ff;\"><a style=\"color: #0000ff; text-decoration: underline;\" href=\"https:\/\/elogroup.com\/en\/report-generative-revolution\/\">revolution in the field of Artificial Intelligence<\/a><\/span><\/span>, which has also impacted the discipline of process automation. But how has this happened?\u00a0<\/span><span data-ccp-props=\"{&quot;134233118&quot;:false,&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559731&quot;:708,&quot;335559739&quot;:0,&quot;335559740&quot;:360}\">\u00a0<\/span><\/p><p><span data-contrast=\"auto\">The use of AI is highly relevant in the context of automation because it adds powerful new layers of intelligence and adaptability to processes. For example, it allows systems to \u201clearn\u201d from past data and experiences, making them self-improve, bringing to the table more efficiency, accuracy and the ability of dealing with complex scenarios. <\/span><span data-ccp-props=\"{&quot;134233118&quot;:false,&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559731&quot;:708,&quot;335559739&quot;:0,&quot;335559740&quot;:360}\">\u00a0<\/span><\/p><p><span data-contrast=\"auto\">Because of this, automations can easily adjust to deal with new or unforeseen situations, ensuring that the process continues to function efficiently, even in contexts of adversity.\u202fSome possible cases of this combination:<\/span><span data-ccp-props=\"{&quot;134233118&quot;:false,&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559731&quot;:708,&quot;335559739&quot;:0,&quot;335559740&quot;:360}\">\u00a0<\/span><\/p><ul><li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"4\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"1\" data-aria-level=\"1\"><b><span data-contrast=\"auto\">Natural Language Processing (NLP): <\/span><\/b><span data-contrast=\"auto\">enables a human language interface between users and systems, facilitating communication and making them more accessible, with the creation of virtual assistants and chatbots;<\/span><span data-ccp-props=\"{&quot;134233118&quot;:false,&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559739&quot;:0,&quot;335559740&quot;:360}\">\u00a0<\/span><\/li><li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"4\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"1\" data-aria-level=\"1\"><b><span data-contrast=\"auto\">Personalized recommendations: <\/span><\/b><span data-contrast=\"auto\">help provide users with relevant information and suggestions, based on their interests and previous behavior, or even carry out predictive analyses based on historical data, forecasting future trends and improving decision-making; and<\/span><span data-ccp-props=\"{&quot;134233118&quot;:false,&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559739&quot;:0,&quot;335559740&quot;:360}\">\u00a0<\/span><\/li><li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"4\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"1\" data-aria-level=\"1\"><b><span data-contrast=\"auto\">Optimization of automated workflows:<\/span><\/b><span data-contrast=\"auto\"> improves the coordination and management of tasks in the organization, especially in conjunction with RPA in repetitive and low-value tasks, freeing up employees to focus on more strategic and creative activities.\u202fIn addition, the use of AI with automation can make it possible to coordinate tasks and identify fruitful patterns in processes to reduce costs and inefficiencies, even in processes with high added value.<\/span><span data-ccp-props=\"{&quot;134233118&quot;:false,&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559739&quot;:0,&quot;335559740&quot;:360}\">\u00a0<\/span><\/li><\/ul>\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-18aa852 elementor-widget elementor-widget-heading\" data-id=\"18aa852\" 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\">Technologies needed to use AI and automation in an organization <\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6fc5e71 elementor-widget elementor-widget-text-editor\" data-id=\"6fc5e71\" 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 data-contrast=\"auto\">Some technology lenses that appear in the implementation of AI in process automation are:\u00a0<\/span><span data-ccp-props=\"{&quot;134233118&quot;:false,&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559731&quot;:708,&quot;335559739&quot;:0,&quot;335559740&quot;:360}\">\u00a0<\/span><\/p><ul><li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"5\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"1\" data-aria-level=\"1\"><b><span data-contrast=\"auto\">Machine Learning<\/span><\/b><span data-contrast=\"auto\"> is essential to enable AI to learn from data and improve its performance on specific tasks. Its algorithms can be used for classification, regression, clustering and other data analysis tasks;<\/span><span data-ccp-props=\"{&quot;134233118&quot;:false,&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559739&quot;:0,&quot;335559740&quot;:360}\">\u00a0<\/span><\/li><li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"5\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"1\" data-aria-level=\"1\"><span data-contrast=\"auto\">Access to <\/span><b><span data-contrast=\"auto\">large volumes of data<\/span><\/b><span data-contrast=\"auto\"> to train models and improve performance. Efficient data storage systems, such as SQL databases or Big Data management systems, are essential to support the data needs of AI;<\/span><span data-ccp-props=\"{&quot;134233118&quot;:false,&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559739&quot;:0,&quot;335559740&quot;:360}\">\u00a0<\/span><\/li><li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"5\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"1\" data-aria-level=\"1\"><b><span data-contrast=\"auto\">Cloud computing<\/span><\/b><span data-contrast=\"auto\"> offers the scalability and flexibility needed to run AI applications and process automation. In addition, the cloud allows access to computing resources on demand and the ability to handle large amounts of data;<\/span><span data-ccp-props=\"{&quot;134233118&quot;:false,&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559739&quot;:0,&quot;335559740&quot;:360}\">\u00a0<\/span><\/li><li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"5\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"1\" data-aria-level=\"1\"><b><span data-contrast=\"auto\">Availability of APIs<\/span><\/b><span data-contrast=\"auto\"> (Application Programming Interfaces), which allow different systems and technologies to communicate with each other, making it possible to integrate various AI and automation solutions within an organization; and<\/span><span data-ccp-props=\"{&quot;134233118&quot;:false,&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559739&quot;:0,&quot;335559740&quot;:360}\">\u00a0<\/span><\/li><li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"5\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"1\" data-aria-level=\"1\"><b><span data-contrast=\"auto\">Information security structure <\/span><\/b><span data-contrast=\"auto\">when dealing with confidential data and critical company information. Implementing robust security measures is key to protecting AI and automation systems from cyber threats.\u202f<\/span><span data-ccp-props=\"{&quot;134233118&quot;:false,&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559739&quot;:0,&quot;335559740&quot;:360}\">\u00a0<\/span><\/li><\/ul><p>\u00a0<\/p><p><span data-contrast=\"auto\">Thus, the successful implementation of AI and automation in an organization requires a holistic approach and collaboration between IT teams, data specialists and business professionals. It is important to understand the organization&#8217;s needs and objectives before selecting the most suitable technologies for implementing AI and automation.\u202f<\/span><span data-ccp-props=\"{&quot;134233118&quot;:false,&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559731&quot;:708,&quot;335559739&quot;:0,&quot;335559740&quot;:360}\">\u00a0<\/span><\/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-bc48cf1 elementor-widget elementor-widget-image\" data-id=\"bc48cf1\" 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=\"448\" src=\"https:\/\/elogroup.com\/wp-content\/uploads\/2024\/02\/marcvsart_The_image_shows_a_flowchart_with_arrows_connecting_di_4e876205-371d-4d77-812c-eab980db8f57-1024x574.png\" class=\"attachment-large size-large wp-image-22792\" alt=\"Automa\u00e7\u00e3o de processos\" srcset=\"https:\/\/elogroup.com\/wp-content\/uploads\/2024\/02\/marcvsart_The_image_shows_a_flowchart_with_arrows_connecting_di_4e876205-371d-4d77-812c-eab980db8f57-1024x574.png 1024w, https:\/\/elogroup.com\/wp-content\/uploads\/2024\/02\/marcvsart_The_image_shows_a_flowchart_with_arrows_connecting_di_4e876205-371d-4d77-812c-eab980db8f57-300x168.png 300w, https:\/\/elogroup.com\/wp-content\/uploads\/2024\/02\/marcvsart_The_image_shows_a_flowchart_with_arrows_connecting_di_4e876205-371d-4d77-812c-eab980db8f57-768x430.png 768w, https:\/\/elogroup.com\/wp-content\/uploads\/2024\/02\/marcvsart_The_image_shows_a_flowchart_with_arrows_connecting_di_4e876205-371d-4d77-812c-eab980db8f57.png 1456w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-section elementor-top-section elementor-element elementor-element-44a6f18 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"44a6f18\" 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-870fa0a\" data-id=\"870fa0a\" 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-0fe880a elementor-widget elementor-widget-heading\" data-id=\"0fe880a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Risks and barriers <\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-910ce43 elementor-widget elementor-widget-text-editor\" data-id=\"910ce43\" 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 data-contrast=\"auto\">The implementation of Artificial Intelligence in the automation of processes in an organization can present some risks and barriers that need to be considered and dealt with appropriately. Some of the main challenges are:\u202f\u00a0<\/span><span data-ccp-props=\"{&quot;134233118&quot;:false,&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559731&quot;:708,&quot;335559739&quot;:0,&quot;335559740&quot;:360}\">\u00a0<\/span><\/p><ul><li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"6\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"1\" data-aria-level=\"1\"><b><span data-contrast=\"auto\">Initial costs:<\/span><\/b><span data-contrast=\"auto\"> Implementing AI and automation solutions can involve significant costs, including the acquisition of technologies, staff training and infrastructure. This might be an obstacle for some organizations;<\/span><span data-ccp-props=\"{&quot;134233118&quot;:false,&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559739&quot;:0,&quot;335559740&quot;:360}\">\u00a0<\/span><\/li><li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"6\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"1\" data-aria-level=\"1\"><b><span data-contrast=\"auto\">Lack of adequate data: <\/span><\/b><span data-contrast=\"auto\">AI requires large amounts of data to train and improve models. If the organization does not have sufficient or quality data for implementation, this can hamper the effectiveness of automated systems;<\/span><span data-ccp-props=\"{&quot;134233118&quot;:false,&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559739&quot;:0,&quot;335559740&quot;:360}\">\u00a0<\/span><\/li><li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"6\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"1\" data-aria-level=\"1\"><b><span data-contrast=\"auto\">Integration of legacy systems:<\/span><\/b><span data-contrast=\"auto\"> In organizations with complex legacy systems, integrating AI can be a challenge. Adapting existing systems to support AI may require additional effort;<\/span><span data-ccp-props=\"{&quot;134233118&quot;:false,&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559739&quot;:0,&quot;335559740&quot;:360}\">\u00a0<\/span><\/li><li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"6\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"1\" data-aria-level=\"1\"><b><span data-contrast=\"auto\">Ethical and privacy issues:<\/span><\/b><span data-contrast=\"auto\"> The collection and use of personal data by AI can raise privacy and ethical concerns. Ensuring compliance with data protection regulations is crucial; and<\/span><span data-ccp-props=\"{&quot;134233118&quot;:false,&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559739&quot;:0,&quot;335559740&quot;:360}\">\u00a0<\/span><\/li><li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"6\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"1\" data-aria-level=\"1\"><b><span data-contrast=\"auto\">Cultural resistance:<\/span><\/b><span data-contrast=\"auto\"> In some organizations, there may be cultural resistance to adopting new technologies or a \u201cwe have always done it this way\u201d mentality that makes it difficult to implement AI.\u202f<\/span><span data-ccp-props=\"{&quot;134233118&quot;:false,&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559739&quot;:0,&quot;335559740&quot;:360}\">\u00a0<\/span><\/li><\/ul><p><span data-ccp-props=\"{&quot;134233118&quot;:false,&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559731&quot;:0,&quot;335559739&quot;:0,&quot;335559740&quot;:360}\">\u00a0<\/span><\/p><p><span data-contrast=\"auto\">It is important that organizations address these risks and barriers strategically and carefully. This can involve carrying out risk assessments, investing in employee training and awareness, ensuring compliance with regulations, adopting best practices in cyber security and an ethical approach to data collection and use. In addition, leadership committed to innovation and digital transformation is essential to overcoming these challenges and reaping the benefits of AI in process automation.\u202f<\/span><\/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-f62e64d elementor-widget elementor-widget-heading\" data-id=\"f62e64d\" 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\">EloGroup\u2019s role<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-097b0fb elementor-widget elementor-widget-text-editor\" data-id=\"097b0fb\" 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 data-contrast=\"auto\">As a consultancy specializing in business transformation, on a journey from strategy to delivery, we rely on technological lenses, such as AI and process automation, to solve our clients\u2019 challenges and add more value to their operations.\u00a0<\/span><span data-ccp-props=\"{&quot;134233118&quot;:false,&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559731&quot;:708,&quot;335559739&quot;:0,&quot;335559740&quot;:360}\">\u00a0<\/span><\/p><p><span data-contrast=\"auto\">We adapt these solutions to the specific needs of each client. Because we understand that each organization is unique and therefore needs tailor-made solutions to ensure successful implementation.\u202fWe follow a solid and proven method in our consultancy projects, which guarantees a structured and effective approach to implementing AI and automation.\u202f\u00a0<\/span><span data-ccp-props=\"{&quot;134233118&quot;:false,&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559731&quot;:708,&quot;335559739&quot;:0,&quot;335559740&quot;:360}\">\u00a0<\/span><\/p><p><span data-contrast=\"auto\">\u00a0In the report <\/span><span style=\"text-decoration: underline;\"><span style=\"color: #0000ff;\"><a style=\"color: #0000ff; text-decoration: underline;\" href=\"https:\/\/elogroup.com\/en\/report-generative-revolution\/\">\u201cGenerative Revolution: The Impact of Artificial Intelligence on Business\u201d<\/a><\/span><\/span><span data-contrast=\"auto\">, we go into a little more detail about this method centered on advanced analytics and the efficient handling of data.\u00a0\u00a0\u00a0<\/span><span data-ccp-props=\"{&quot;134233118&quot;:false,&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559731&quot;:708,&quot;335559739&quot;:0,&quot;335559740&quot;:360}\">\u00a0<\/span><\/p><p><span data-contrast=\"auto\">As well as focusing on technology, EloGroup is also concerned with understanding your organization&#8217;s business goals. This allows us to develop solutions that are aligned with the strategy and the desired results, seeking to make tangible deliveries to our clients. Our results-oriented approach aims to ensure that the implementation of AI and automation generates real value for the organization.\u202f<\/span><span data-ccp-props=\"{&quot;134233118&quot;:false,&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559731&quot;:708,&quot;335559739&quot;:0,&quot;335559740&quot;:360}\">\u00a0<\/span><\/p><p><span data-contrast=\"auto\">To ensure compliance with best practices and current regulations, we consider aspects like data governance, AI ethics and compliance with data protection regulations.\u202fMaking our clients comfortable with the changes that will take place is key to setting up long-term relationships and partnerships, tracking progress, offering ongoing support and adapting solutions as necessary over time.\u202f\u00a0<\/span><span data-ccp-props=\"{&quot;134233118&quot;:false,&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559731&quot;:708,&quot;335559739&quot;:0,&quot;335559740&quot;:360}\">\u00a0<\/span><\/p><p><span data-contrast=\"auto\">With EloGroup, you will have an experienced and dedicated team that can help you navigate the complex world of AI and process automation, transforming your operations for greater efficiency, productivity and innovation.\u00a0<\/span><\/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-8fdeaa5 elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"8fdeaa5\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8cd9d59 elementor-widget elementor-widget-text-editor\" data-id=\"8cd9d59\" 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><em><span class=\"TextRun SCXW156174164 BCX0\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW156174164 BCX0\">Alexandre Sawaya Alves Guimar\u00e3es <\/span><span class=\"NormalTextRun SCXW156174164 BCX0\">works<\/span><span class=\"NormalTextRun SCXW156174164 BCX0\"> a<\/span><span class=\"NormalTextRun SCXW156174164 BCX0\">s<\/span> <span class=\"NormalTextRun SCXW156174164 BCX0\">S<\/span><span class=\"NormalTextRun SCXW156174164 BCX0\">enior <\/span><span class=\"NormalTextRun SCXW156174164 BCX0\">C<\/span><span class=\"NormalTextRun SCXW156174164 BCX0\">onsultant at EloGroup.<\/span><\/span><\/em><\/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>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Process automation is today one of the pillars of the Digital Transformation movement in business. Artificial Intelligence allows automations to become even more precise, efficient, and capable of adapting to complex scenarios.<\/p>\n","protected":false},"author":9,"featured_media":22761,"parent":0,"template":"","editorias":[125],"industrias-category":[132,133,134,143],"praticas-category":[],"insights-category":[161,138],"class_list":["post-23154","insights","type-insights","status-publish","has-post-thumbnail","hentry","editorias-strategically-digital-en","industrias-category-energia-oleo-gas-en","industrias-category-infraestrutura-en","industrias-category-manufatura-en","industrias-category-media-and-telecom","insights-category-destaque-en","insights-category-future-view-en"],"_links":{"self":[{"href":"https:\/\/elogroup.com\/en\/wp-json\/wp\/v2\/insights\/23154","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/elogroup.com\/en\/wp-json\/wp\/v2\/insights"}],"about":[{"href":"https:\/\/elogroup.com\/en\/wp-json\/wp\/v2\/types\/insights"}],"author":[{"embeddable":true,"href":"https:\/\/elogroup.com\/en\/wp-json\/wp\/v2\/users\/9"}],"version-history":[{"count":21,"href":"https:\/\/elogroup.com\/en\/wp-json\/wp\/v2\/insights\/23154\/revisions"}],"predecessor-version":[{"id":23758,"href":"https:\/\/elogroup.com\/en\/wp-json\/wp\/v2\/insights\/23154\/revisions\/23758"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/elogroup.com\/en\/wp-json\/wp\/v2\/media\/22761"}],"wp:attachment":[{"href":"https:\/\/elogroup.com\/en\/wp-json\/wp\/v2\/media?parent=23154"}],"wp:term":[{"taxonomy":"editorias","embeddable":true,"href":"https:\/\/elogroup.com\/en\/wp-json\/wp\/v2\/editorias?post=23154"},{"taxonomy":"industrias-category","embeddable":true,"href":"https:\/\/elogroup.com\/en\/wp-json\/wp\/v2\/industrias-category?post=23154"},{"taxonomy":"praticas-category","embeddable":true,"href":"https:\/\/elogroup.com\/en\/wp-json\/wp\/v2\/praticas-category?post=23154"},{"taxonomy":"insights-category","embeddable":true,"href":"https:\/\/elogroup.com\/en\/wp-json\/wp\/v2\/insights-category?post=23154"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}