{"id":987510347,"date":"2026-01-16T09:03:56","date_gmt":"2026-01-16T08:03:56","guid":{"rendered":"https:\/\/kawaruconsulting.com\/?p=987510347"},"modified":"2026-02-22T10:54:52","modified_gmt":"2026-02-22T09:54:52","slug":"how-to-adapt-generative-ai-in-public-administration-in-an-ethical-and-safe-way","status":"publish","type":"post","link":"https:\/\/kawaruconsulting.com\/en\/como-adaptar-la-ia-generativa-en-la-administracion-publica-de-forma-etica-y-segura\/","title":{"rendered":"How to adapt generative AI in Public Administration ethically and safely"},"content":{"rendered":"<p data-path-to-node=\"3\">The adoption of the\u00a0<b data-path-to-node=\"3\" data-index-in-node=\"18\">Generative Artificial Intelligence (GAI)<\/b>\u00a0In the public sector, it is no longer a future option, but a present necessity. However, unlike the private sector, the Public Administration faces a dual challenge: it must be efficient, but also\u00a0<b data-path-to-node=\"3\" data-index-in-node=\"278\">guarantor of citizens&#039; rights and data privacy<\/b>.<\/p>\n<p data-path-to-node=\"4\">In this article, we analyze how to implement AI strategically, complying with European regulations and generating real value for citizens.<\/p>\n<h2 data-path-to-node=\"6\">1. The Legal Framework: Beyond Compliance<\/h2>\n<p data-path-to-node=\"7\">With the full entry into force of the\u00a0<b data-path-to-node=\"7\" data-index-in-node=\"36\">European Union AI Act<\/b>, Administrations must categorize their systems according to risk.<\/p>\n<ul data-path-to-node=\"8\">\n<li>\n<p data-path-to-node=\"8,0,0\"><b data-path-to-node=\"8,0,0\" data-index-in-node=\"0\">Transparency:<\/b>\u00a0Citizens have the right to know when they are interacting with an AI.<\/p>\n<\/li>\n<li>\n<p data-path-to-node=\"8,1,0\"><b data-path-to-node=\"8,1,0\" data-index-in-node=\"0\">Human supervision:<\/b>\u00a0No critical administrative decision should be made by an algorithm without human review.<\/p>\n<\/li>\n<\/ul>\n<h2 data-path-to-node=\"9\">2. Use Cases with Real Impact<\/h2>\n<p data-path-to-node=\"10\">Where does generative AI add the most value in the public sector today?<\/p>\n<ul data-path-to-node=\"11\">\n<li>\n<p data-path-to-node=\"11,0,0\"><b data-path-to-node=\"11,0,0\" data-index-in-node=\"0\">24\/7 Citizen Services:<\/b>\u00a0Intelligent chatbots that not only provide information, but also help process complex files in natural language.<\/p>\n<\/li>\n<li>\n<p data-path-to-node=\"11,1,0\"><b data-path-to-node=\"11,1,0\" data-index-in-node=\"0\">Documentary Analysis:<\/b>\u00a0Mass processing of regulations, tenders and historical archives to facilitate the work of officials.<\/p>\n<\/li>\n<li>\n<p data-path-to-node=\"11,2,0\"><b data-path-to-node=\"11,2,0\" data-index-in-node=\"0\">Reduction of Bureaucracy:<\/b>\u00a0Automation of repetitive tasks frees up time for personalized attention.<\/p>\n<\/li>\n<\/ul>\n<h2 data-path-to-node=\"12\">3. Safety and Ethics: The Pillars of Kawaru<\/h2>\n<p data-path-to-node=\"13\">For AI to be ethical, it must avoid bias and guarantee data sovereignty.\u00a0<b data-path-to-node=\"13\" data-index-in-node=\"85\">Kawaru Consulting<\/b>, We apply three layers of security to each project:<\/p>\n<ol start=\"1\" data-path-to-node=\"14\">\n<li>\n<p data-path-to-node=\"14,0,0\"><b data-path-to-node=\"14,0,0\" data-index-in-node=\"0\">Data anonymization:<\/b>\u00a0Language models never access unencrypted personal data.<\/p>\n<\/li>\n<li>\n<p data-path-to-node=\"14,1,0\"><b data-path-to-node=\"14,1,0\" data-index-in-node=\"0\">Private Models:<\/b>\u00a0We do not use open AIs where information &quot;escapes&quot; to global training; we create secure and closed environments.<\/p>\n<\/li>\n<li>\n<p data-path-to-node=\"14,2,0\"><b data-path-to-node=\"14,2,0\" data-index-in-node=\"0\">Bias Audit:<\/b>\u00a0We reviewed the algorithms to ensure they do not discriminate against any group.<\/p>\n<\/li>\n<\/ol>\n<hr data-path-to-node=\"15\" \/>\n<blockquote data-path-to-node=\"16\">\n<p data-path-to-node=\"16,0\"><b data-path-to-node=\"16,0\" data-index-in-node=\"0\">\u00ab&quot;The digital transformation of the public sector is not about replacing people with machines, but about providing people with better tools to serve society.&quot;\u00bb<\/b><\/p>\n<\/blockquote>\n<hr data-path-to-node=\"17\" \/>\n<h2 data-path-to-node=\"18\">How to begin the transition to Smart Government?<\/h2>\n<p data-path-to-node=\"19\">The change must be gradual and accompanied by technical and ethical training for public employees. It&#039;s not just about installing software, but about managing a shift in organizational culture.<\/p>\n<p data-path-to-node=\"20\"><b data-path-to-node=\"20\" data-index-in-node=\"0\">Are you looking to modernize your administration with guarantees?<\/b><\/p>\n<p data-path-to-node=\"20\">In\u00a0<b data-path-to-node=\"20\" data-index-in-node=\"55\">Kawaru Consulting<\/b> We are experts in supporting public institutions on this technological journey.<\/p>\n<p data-path-to-node=\"20\">Request a consulting session to see how we can transform your organization.<\/p>\n<p data-path-to-node=\"21\">\n<p>&nbsp;<\/p>","protected":false},"excerpt":{"rendered":"<p>La adopci\u00f3n de la\u00a0Inteligencia Artificial Generativa (IAG)\u00a0en el sector p\u00fablico ya no es una opci\u00f3n de futuro, sino una necesidad del presente. Sin embargo, a diferencia del sector privado, la Administraci\u00f3n P\u00fablica se enfrenta a un reto doble: debe ser eficiente, pero tambi\u00e9n\u00a0garante de los derechos ciudadanos y la privacidad de los datos. En este [&hellip;]<\/p>\n","protected":false},"author":6,"featured_media":987510348,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[18],"tags":[156,74,43],"class_list":["post-987510347","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-noticias","tag-administracion-publica","tag-inteligencia-artificial","tag-transformacion-empresarial"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.5 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>C\u00f3mo adaptar la IA generativa en la Administraci\u00f3n P\u00fablica de forma \u00e9tica y segura - Servicios de consultor&iacute;a de empresas y administraciones p&uacute;blicas<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/kawaruconsulting.com\/en\/how-to-adapt-generative-ai-in-public-administration-in-an-ethical-and-safe-way\/\" \/>\n<meta property=\"og:locale\" content=\"en_GB\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"C\u00f3mo adaptar la IA generativa en la Administraci\u00f3n P\u00fablica de forma \u00e9tica y segura - Servicios de consultor&iacute;a de empresas y administraciones p&uacute;blicas\" \/>\n<meta property=\"og:description\" content=\"La adopci\u00f3n de la\u00a0Inteligencia Artificial Generativa (IAG)\u00a0en el sector p\u00fablico ya no es una opci\u00f3n de futuro, sino una necesidad del presente. Sin embargo, a diferencia del sector privado, la Administraci\u00f3n P\u00fablica se enfrenta a un reto doble: debe ser eficiente, pero tambi\u00e9n\u00a0garante de los derechos ciudadanos y la privacidad de los datos. 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