{"id":5377,"date":"2024-10-30T10:53:49","date_gmt":"2024-10-30T09:53:49","guid":{"rendered":"https:\/\/pmexperts.com\/?p=5377"},"modified":"2025-03-27T11:00:16","modified_gmt":"2025-03-27T10:00:16","slug":"zarzadzanie-interesariuszami-w-erze-ai","status":"publish","type":"post","link":"https:\/\/pmexperts.com\/en\/zarzadzanie-interesariuszami-w-erze-ai\/","title":{"rendered":"Stakeholder management in the era of AI\u00a0"},"content":{"rendered":"<div data-elementor-type=\"wp-post\" data-elementor-id=\"5377\" class=\"elementor elementor-5377\" data-elementor-post-type=\"post\">\n\t\t\t\t<div class=\"elementor-element elementor-element-54aed83 e-flex e-con-boxed e-con e-parent\" data-id=\"54aed83\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-4a268b8 elementor-widget elementor-widget-text-editor\" data-id=\"4a268b8\" data-element_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\">Zarz\u0105dzanie interesariuszami od zawsze by\u0142o kluczowym elementem efektywnego <span style=\"text-decoration: underline;\"><strong><a href=\"https:\/\/pmexperts.com\/en\/training\/\">project management proces<\/a><\/strong><\/span>. Umiej\u0119tno\u015b\u0107 identyfikacji, analizy i anga\u017cowania os\u00f3b lub grup wp\u0142ywaj\u0105cych na projekt pozostaje jednym z istotnych element\u00f3w, bez kt\u00f3rych projekt nie ma prawa si\u0119 uda\u0107. Wa\u017cne jest jednak to, aby w czasach tak szerokiego dost\u0119pu do sztucznej inteligencji, a w\u0142a\u015bciwie zaawansowanych modeli j\u0119zykowych, czyli tajemniczo brzmi\u0105cych LLM\u00f3w (Large Language Models), by\u0107 \u015bwiadomym nowych mo\u017cliwo\u015bci, kt\u00f3re mog\u0105 poprawi\u0107 efektywno\u015b\u0107 tych dzia\u0142a\u0144.<\/span><span data-ccp-props=\"{}\">&nbsp;<\/span><\/p>\n<p><span data-contrast=\"auto\">&nbsp;<\/span><span data-ccp-props=\"{}\">&nbsp;<\/span><\/p>\n<h2><b><span data-contrast=\"auto\">The role of AI in stakeholder identification and needs analysis<\/span><\/b><span data-ccp-props=\"{}\">&nbsp;<\/span><\/h2>\n<p><span data-contrast=\"auto\">Artificial intelligence can significantly support the process of stakeholder identification by:<\/span><span data-ccp-props=\"{}\">&nbsp;<\/span><\/p>\n<ul>\n<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\"><span data-contrast=\"auto\"><strong>data analysis<\/strong> \u2014 leveraging various sources of information, such as social media and customer feedback, to gain a deeper understanding of the project context.<\/span><span data-ccp-props=\"{}\">&nbsp;<\/span><\/li>\n<\/ul>\n<ul>\n<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=\"2\" data-aria-level=\"1\"><span data-contrast=\"auto\"><strong>classification and segmentation<\/strong> \u2013 algorithms help classify stakeholders based on their influence and engagement levels, facilitating prioritization and strategic decision-making in stakeholder management.<\/span><span data-ccp-props=\"{}\">&nbsp;<\/span><\/li>\n<\/ul>\n<ul>\n<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=\"3\" data-aria-level=\"1\"><span data-contrast=\"auto\"><strong>process automation<\/strong> \u2013 streamlining information gathering to save time and enable project managers to focus on key individuals and groups.<\/span><span data-ccp-props=\"{}\">&nbsp;<\/span><\/li>\n<\/ul>\n<p><span data-contrast=\"auto\">Once all individuals and groups affecting the project or influenced by it have been identified, understanding their needs becomes critical. Tools like ChatGPT, Gemini, or Perplexity can assist in this process by:<\/span><span data-ccp-props=\"{}\">&nbsp;<\/span><\/p>\n<ul>\n<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\"><span data-contrast=\"auto\"><strong>efficiently processing large datasets to identify trends and preferences within a short time.<\/strong> Surveys, interviews, and questionnaires for assessing stakeholder satisfaction and expectations become more precise and structured.<\/span><span data-ccp-props=\"{}\">&nbsp;<\/span><\/li>\n<\/ul>\n<ul>\n<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=\"2\" data-aria-level=\"1\"><span data-contrast=\"auto\"><strong>Predicting stakeholders\u2019 reactions to different scenarios<\/strong>, enabling better planning for project actions.&nbsp;<\/span><span data-ccp-props=\"{}\">&nbsp;<\/span><\/li>\n<\/ul>\n<p><span data-ccp-props=\"{&quot;335559685&quot;:720}\">&nbsp;<\/span><\/p>\n<p><span data-contrast=\"auto\"><strong>Wg PMI <a href=\"https:\/\/pmexperts.com\/en\/which-project-management-training-to-choose\/\"><u>Project Manager<\/u><\/a> sp\u0119dza ok. 75% &#8211; 90% czasu na komunikacji formalnej i nieformalnej z interesariuszami projektu.<\/strong> With high-quality data (following the principle of \u201cgarbage in, garbage out\u201d), a PM can make more accurate and informed decisions. Low-quality data leads to erroneous conclusions, potentially derailing communication optimization and automation efforts within organizations.<\/span><\/p>\n<p><span data-contrast=\"auto\">Chatbots, a common AI application, highlight this principle. Feeding these models properly prepared data improves query handling efficiency, speeds up responses, and ultimately enhances interaction outcomes. AI also supports personalization by tailoring content to recipient preferences, increasing engagement and strengthening relationships. As with any project, if it isn\u2019t measured, it\u2019s impossible to know whether it\u2019s heading in the right direction.<\/span><\/p>\n<p><span data-contrast=\"auto\">Real-time monitoring of actions, supported by advanced algorithms, allows for continuous evaluation of communication effectiveness and adaptation of strategies to changing conditions.<\/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-07d195d elementor-align-center elementor-widget elementor-widget-button\" data-id=\"07d195d\" data-element_type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/pmexperts.com\/en\/product\/team-communication-and-stakeholder-management\/\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Join a training and learn how to manage stakeholders effectively<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\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-ebd13aa elementor-widget elementor-widget-text-editor\" data-id=\"ebd13aa\" data-element_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><b><span data-contrast=\"auto\">Practical insights<\/span><\/b><span data-ccp-props=\"{}\">\u00a0<\/span><\/h2><p><span data-contrast=\"auto\">Stakeholder analysis is an essential step in project planning, helping to determine how different groups and individuals influence the project and their expectations. A well-conducted analysis enables tailored communication and actions to meet stakeholder needs, significantly increasing the chances of project success. <\/span><\/p><p><span data-contrast=\"auto\">Tools like ChatGPT can make this process faster and more efficient. To begin identifying and segmenting stakeholders, consider using a sample prompt that helps AI understand the project context and suggest relevant groups: <\/span><\/p><p><span data-contrast=\"auto\">\"You are an experienced PM implementing a new CRM system for a large pharmaceutical organization. Help me identify key external stakeholder groups involved in this project and affected by it. Include typical stakeholder groups for such projects, their potential impact (I) on the project, and their interest level (L), along with brief descriptions of I and L. Provide a short proposal for stakeholder management strategies (use: High I and High L: Engage and actively nurture, High I and Low L: Keep satisfied, Low I and High L: Inform, Low I and Low L: Monitor).\u201d<\/span><\/p><p><span data-contrast=\"auto\">Here\u2019s an example of a result:<\/span><span data-ccp-props=\"{&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-eb61c46 e-flex e-con-boxed e-con e-parent\" data-id=\"eb61c46\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-b28fef5 elementor-widget elementor-widget-image\" data-id=\"b28fef5\" data-element_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=\"533\" height=\"92\" src=\"https:\/\/pmexperts.com\/wp-content\/uploads\/2024\/11\/Zrzut-ekranu-2024-11-20-114655.png\" class=\"attachment-large size-large wp-image-5381\" alt=\"\" srcset=\"https:\/\/pmexperts.com\/wp-content\/uploads\/2024\/11\/Zrzut-ekranu-2024-11-20-114655.png 547w, https:\/\/pmexperts.com\/wp-content\/uploads\/2024\/11\/Zrzut-ekranu-2024-11-20-114655-293x420.png 293w, https:\/\/pmexperts.com\/wp-content\/uploads\/2024\/11\/Zrzut-ekranu-2024-11-20-114655-8x12.png 8w\" sizes=\"(max-width: 533px) 100vw, 533px\" \/>\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-3a1eeff elementor-widget elementor-widget-image\" data-id=\"3a1eeff\" data-element_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=\"507\" height=\"742\" src=\"https:\/\/pmexperts.com\/wp-content\/uploads\/2024\/11\/Zrzut-ekranu-2024-11-20-114812.png\" class=\"attachment-large size-large wp-image-5382\" alt=\"wykorzystanie ai w zarzadzaniu projektami\" srcset=\"https:\/\/pmexperts.com\/wp-content\/uploads\/2024\/11\/Zrzut-ekranu-2024-11-20-114812.png 503w, https:\/\/pmexperts.com\/wp-content\/uploads\/2024\/11\/Zrzut-ekranu-2024-11-20-114812-319x420.png 319w, https:\/\/pmexperts.com\/wp-content\/uploads\/2024\/11\/Zrzut-ekranu-2024-11-20-114812-9x12.png 9w\" sizes=\"(max-width: 507px) 100vw, 507px\" \/>\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-2a36c4a elementor-widget elementor-widget-image\" data-id=\"2a36c4a\" data-element_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=\"514\" height=\"145\" src=\"https:\/\/pmexperts.com\/wp-content\/uploads\/2024\/11\/Zrzut-ekranu-2024-11-20-114859.png\" class=\"attachment-large size-large wp-image-5383\" alt=\"\" srcset=\"https:\/\/pmexperts.com\/wp-content\/uploads\/2024\/11\/Zrzut-ekranu-2024-11-20-114859.png 502w, https:\/\/pmexperts.com\/wp-content\/uploads\/2024\/11\/Zrzut-ekranu-2024-11-20-114859-318x420.png 318w, https:\/\/pmexperts.com\/wp-content\/uploads\/2024\/11\/Zrzut-ekranu-2024-11-20-114859-9x12.png 9w\" sizes=\"(max-width: 514px) 100vw, 514px\" \/>\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<div class=\"elementor-element elementor-element-af0774b e-flex e-con-boxed e-con e-parent\" data-id=\"af0774b\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-0194053 elementor-widget elementor-widget-text-editor\" data-id=\"0194053\" data-element_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\">I\u2019m curious about your thoughts. Of course, working with ChatGPT is iterative questions should be refined as necessary, and responses must always be verified for accuracy. Remember, AI is not infallible. However, I\u2019ve often found that using ChatGPT as a foundation can greatly support further analysis and engagement with specific groups.<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/p><p><span data-ccp-props=\"{}\">\u00a0<\/span><\/p><h2><b><span data-contrast=\"auto\">Challenges in using AI<\/span><\/b><span data-ccp-props=\"{}\">\u00a0<\/span><\/h2><p><span data-contrast=\"auto\">Despite its numerous benefits, leveraging AI in stakeholder management comes with challenges:<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/p><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\"><span data-contrast=\"auto\">Adhering to <strong>data protection and intellectual property regulations<\/strong> , as well as ensuring transparency in data processing, is crucial. Mismanagement of data through uncontrolled dissemination of stakeholder information online can lead to privacy violations, potentially resulting in a loss of trust in the organization.<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/li><\/ul><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=\"2\" data-aria-level=\"1\"><span data-contrast=\"auto\"><strong>Not every organization has the necessary resources<\/strong>, technological infrastructure, or expertise to effectively implement AI solutions. This requires not only investments in technology but also training for employees, which can be both time-consuming and costly.<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/li><\/ul><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=\"3\" data-aria-level=\"1\"><span data-contrast=\"auto\">The introduction of new technologies, such as AI, requires not only access to tools but also a change in attitudes and habits among employees and management. In the context of stakeholder management, communication and engagement strategies must adapt to incorporate new technologies. Employees must be open to change and willing to learn to effectively collaborate with new tools.<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/li><\/ul><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=\"4\" data-aria-level=\"1\"><span data-contrast=\"auto\"><strong>AI models can generate incorrect information<\/strong> (so-called hallucinations), which in the context of stakeholder management may lead to misunderstandings or wrong decisions. It is essential for project managers to be aware of the limitations of technology and to critically assess AI-generated results.<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/li><\/ul><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=\"5\" data-aria-level=\"1\"><span data-contrast=\"auto\">The integration of AI into project management processes alters traditional stakeholder roles. These changes can lead to improved collaboration, but may also raise concerns about losing control over decision-making processes. Building trust through open communication and jointly setting goals will be key.<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/li><\/ul><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=\"6\" data-aria-level=\"1\"><span data-contrast=\"auto\">The use of <strong>AI involves the risk of biases embedded in AI models<\/strong> , which can influence the outcomes of stakeholder analysis. Therefore, regular audits of AI models and ensuring diversity in the data used for training are critical.<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/li><\/ul><p><span data-contrast=\"auto\">\u00a0<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/p><p><span data-contrast=\"auto\">I hope this article has shed light on the potential of artificial intelligence in stakeholder management. LLMs can significantly streamline stakeholder needs analysis and communication. However, it is crucial to approach this with an ethical mindset and adequately prepare the organization for working with AI.\u00a0<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/p><p><span data-ccp-props=\"{}\">\u00a0<\/span><\/p><p><span data-contrast=\"auto\">Article prepared by<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/p><p><span data-contrast=\"auto\">Iwona Cydejko<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/p><p><span data-contrast=\"auto\">Change Manager, Project Manager<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/p><p><i><span data-contrast=\"none\">PMP\u00ae, APMG Change Management Practitioner\u00ae, Scrum Fundamentals Certified (SFC\u2122)<\/span><\/i><span data-ccp-props=\"{}\">\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-f909fa2 elementor-align-center elementor-widget elementor-widget-button\" data-id=\"f909fa2\" data-element_type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/pmexperts.com\/en\/product\/team-communication-and-stakeholder-management\/\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Join our Resource, Communication and Stakeholder Management training<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>","protected":false},"excerpt":{"rendered":"<p>W dobie AI i zaawansowanych modeli j\u0119zykowych (#LLM), otwieraj\u0105 si\u0119 przed nami nowe mo\u017cliwo\u015bci, kt\u00f3re mog\u0105 poprawi\u0107 efektywno\u015b\u0107 zarz\u0105dzania interesariuszami.<\/p>","protected":false},"author":18,"featured_media":5378,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"default","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","ast-disable-related-posts":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"default","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center 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