{"id":2440,"date":"2026-02-17T14:22:48","date_gmt":"2026-02-17T14:22:48","guid":{"rendered":"https:\/\/www.dlab-lac.org\/initiatives\/artificial-intelligence-project-guide\/"},"modified":"2026-07-09T20:06:53","modified_gmt":"2026-07-09T20:06:53","slug":"artificial-intelligence-project-guide","status":"publish","type":"page","link":"https:\/\/www.dlab-lac.org\/en\/initiatives\/artificial-intelligence-project-guide\/","title":{"rendered":"Artificial Intelligence Project Guide"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-page\" data-elementor-id=\"2440\" class=\"elementor elementor-2440 elementor-1205\" data-elementor-post-type=\"page\">\n\t\t\t\t<div class=\"elementor-element elementor-element-73665477 e-con-full e-flex e-con e-parent\" data-id=\"73665477\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-b068c43 e-flex e-con-boxed e-con e-child\" data-id=\"b068c43\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-641a9869 e-con-full elementor-hidden-mobile e-flex e-con e-child\" data-id=\"641a9869\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-60ad1fb7 elementor-hidden-mobile elementor-invisible elementor-widget elementor-widget-image\" data-id=\"60ad1fb7\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeInLeft&quot;}\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"800\" height=\"800\" src=\"https:\/\/www.dlab-lac.org\/wp-content\/uploads\/2026\/02\/abajo-naranja-.webp\" class=\"attachment-large size-large wp-image-2433\" alt=\"\" srcset=\"https:\/\/www.dlab-lac.org\/wp-content\/uploads\/2026\/02\/abajo-naranja-.webp 820w, https:\/\/www.dlab-lac.org\/wp-content\/uploads\/2026\/02\/abajo-naranja--300x300.webp 300w, https:\/\/www.dlab-lac.org\/wp-content\/uploads\/2026\/02\/abajo-naranja--150x150.webp 150w, https:\/\/www.dlab-lac.org\/wp-content\/uploads\/2026\/02\/abajo-naranja--768x768.webp 768w\" 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<div class=\"elementor-element elementor-element-43a3796 e-con-full e-flex e-con e-child\" data-id=\"43a3796\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-5c661431 elementor-invisible elementor-widget elementor-widget-heading\" data-id=\"5c661431\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeIn&quot;}\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">AI Project Guide\n\n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-3f51ced5 e-con-full elementor-hidden-mobile e-flex e-con e-child\" data-id=\"3f51ced5\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-7f516aca elementor-invisible elementor-widget elementor-widget-image\" data-id=\"7f516aca\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeInRight&quot;}\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"410\" height=\"821\" src=\"https:\/\/www.dlab-lac.org\/wp-content\/uploads\/2026\/02\/arriba-naranja-.webp\" class=\"attachment-large size-large wp-image-2432\" alt=\"\" srcset=\"https:\/\/www.dlab-lac.org\/wp-content\/uploads\/2026\/02\/arriba-naranja-.webp 410w, https:\/\/www.dlab-lac.org\/wp-content\/uploads\/2026\/02\/arriba-naranja--150x300.webp 150w\" sizes=\"(max-width: 410px) 100vw, 410px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-bb650b9 e-flex e-con-boxed e-con e-parent\" data-id=\"bb650b9\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;sticky&quot;:&quot;top&quot;,&quot;sticky_offset&quot;:80,&quot;sticky_on&quot;:[&quot;desktop&quot;,&quot;tablet&quot;,&quot;mobile&quot;],&quot;sticky_effects_offset&quot;:0,&quot;sticky_anchor_link_offset&quot;:0}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-3484e1d e-full_width e-n-menu-layout-horizontal e-n-menu-tablet elementor-widget elementor-widget-n-menu\" data-id=\"3484e1d\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;menu_items&quot;:[{&quot;item_title&quot;:&quot;The problem we address&quot;,&quot;_id&quot;:&quot;8bc2eae&quot;,&quot;item_dropdown_content&quot;:&quot;&quot;,&quot;item_link&quot;:{&quot;url&quot;:&quot;#problema&quot;,&quot;is_external&quot;:&quot;&quot;,&quot;nofollow&quot;:&quot;&quot;,&quot;custom_attributes&quot;:&quot;&quot;},&quot;__dynamic__&quot;:null,&quot;item_icon&quot;:{&quot;value&quot;:&quot;&quot;,&quot;library&quot;:&quot;&quot;},&quot;item_icon_active&quot;:null,&quot;element_id&quot;:&quot;&quot;},{&quot;item_title&quot;:&quot;What do we do?&quot;,&quot;_id&quot;:&quot;1d885ae&quot;,&quot;item_link&quot;:{&quot;url&quot;:&quot;#hacemos&quot;,&quot;is_external&quot;:&quot;&quot;,&quot;nofollow&quot;:&quot;&quot;,&quot;custom_attributes&quot;:&quot;&quot;},&quot;__dynamic__&quot;:null,&quot;item_dropdown_content&quot;:&quot;no&quot;,&quot;item_icon&quot;:{&quot;value&quot;:&quot;&quot;,&quot;library&quot;:&quot;&quot;},&quot;item_icon_active&quot;:null,&quot;element_id&quot;:&quot;&quot;},{&quot;item_title&quot;:&quot;How do we do it?&quot;,&quot;_id&quot;:&quot;0ed3e0f&quot;,&quot;item_link&quot;:{&quot;url&quot;:&quot;#como&quot;,&quot;is_external&quot;:&quot;&quot;,&quot;nofollow&quot;:&quot;&quot;,&quot;custom_attributes&quot;:&quot;&quot;},&quot;__dynamic__&quot;:null,&quot;item_dropdown_content&quot;:&quot;no&quot;,&quot;item_icon&quot;:{&quot;value&quot;:&quot;&quot;,&quot;library&quot;:&quot;&quot;},&quot;item_icon_active&quot;:null,&quot;element_id&quot;:&quot;&quot;}],&quot;item_position_horizontal&quot;:&quot;center&quot;,&quot;content_width&quot;:&quot;full_width&quot;,&quot;item_layout&quot;:&quot;horizontal&quot;,&quot;open_on&quot;:&quot;hover&quot;,&quot;horizontal_scroll&quot;:&quot;disable&quot;,&quot;breakpoint_selector&quot;:&quot;tablet&quot;,&quot;menu_item_title_distance_from_content&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:0,&quot;sizes&quot;:[]},&quot;menu_item_title_distance_from_content_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;menu_item_title_distance_from_content_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]}}\" data-widget_type=\"mega-menu.default\">\n\t\t\t\t\t\t\t<nav class=\"e-n-menu\" data-widget-number=\"550\" aria-label=\"Menu\">\n\t\t\t\t\t<button class=\"e-n-menu-toggle\" id=\"menu-toggle-550\" aria-haspopup=\"true\" aria-expanded=\"false\" aria-controls=\"menubar-550\" aria-label=\"Menu Toggle\">\n\t\t\t<span class=\"e-n-menu-toggle-icon e-open\">\n\t\t\t\t<svg class=\"e-font-icon-svg e-eicon-menu-bar\" viewBox=\"0 0 1000 1000\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M104 333H896C929 333 958 304 958 271S929 208 896 208H104C71 208 42 237 42 271S71 333 104 333ZM104 583H896C929 583 958 554 958 521S929 458 896 458H104C71 458 42 487 42 521S71 583 104 583ZM104 833H896C929 833 958 804 958 771S929 708 896 708H104C71 708 42 737 42 771S71 833 104 833Z\"><\/path><\/svg>\t\t\t<\/span>\n\t\t\t<span class=\"e-n-menu-toggle-icon e-close\">\n\t\t\t\t<svg class=\"e-font-icon-svg e-eicon-close\" viewBox=\"0 0 1000 1000\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M742 167L500 408 258 167C246 154 233 150 217 150 196 150 179 158 167 167 154 179 150 196 150 212 150 229 154 242 171 254L408 500 167 742C138 771 138 800 167 829 196 858 225 858 254 829L496 587 738 829C750 842 767 846 783 846 800 846 817 842 829 829 842 817 846 804 846 783 846 767 842 750 829 737L588 500 833 258C863 229 863 200 833 171 804 137 775 137 742 167Z\"><\/path><\/svg>\t\t\t<\/span>\n\t\t<\/button>\n\t\t\t\t\t<div class=\"e-n-menu-wrapper\" id=\"menubar-550\" aria-labelledby=\"menu-toggle-550\">\n\t\t\t\t<ul class=\"e-n-menu-heading\">\n\t\t\t\t\t\t\t\t<li class=\"e-n-menu-item\">\n\t\t\t\t<div id=\"e-n-menu-title-5501\" class=\"e-n-menu-title e-anchor\">\n\t\t\t\t\t<a class=\"e-n-menu-title-container e-focus e-link\" href=\"#problema\" aria-current=\"page\">\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"e-n-menu-title-text\">\n\t\t\t\t\t\t\tThe problem we address\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t<li class=\"e-n-menu-item\">\n\t\t\t\t<div id=\"e-n-menu-title-5502\" class=\"e-n-menu-title e-anchor\">\n\t\t\t\t\t<a class=\"e-n-menu-title-container e-focus e-link\" href=\"#hacemos\" aria-current=\"page\">\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"e-n-menu-title-text\">\n\t\t\t\t\t\t\tWhat do we do?\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t<li class=\"e-n-menu-item\">\n\t\t\t\t<div id=\"e-n-menu-title-5503\" class=\"e-n-menu-title e-anchor\">\n\t\t\t\t\t<a class=\"e-n-menu-title-container e-focus e-link\" href=\"#como\" aria-current=\"page\">\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"e-n-menu-title-text\">\n\t\t\t\t\t\t\tHow do we do it?\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\t\t\t<\/div>\n\t\t<\/nav>\n\t\t\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-114d9e5 e-con-full elementor-hidden-mobile e-flex e-con e-parent\" data-id=\"114d9e5\" data-element_type=\"container\" data-e-type=\"container\" id=\"problema\">\n\t\t<div class=\"elementor-element elementor-element-006e8cd e-con-full e-flex elementor-invisible e-con e-child\" data-id=\"006e8cd\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;animation&quot;:&quot;fadeInLeft&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-8e1e82c e-con-full e-flex e-con e-child\" data-id=\"8e1e82c\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-14620cf animated-slow elementor-invisible elementor-widget elementor-widget-heading\" data-id=\"14620cf\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeInUp&quot;}\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">The problem we address<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-c022f87 e-con-full e-flex elementor-invisible e-con e-child\" data-id=\"c022f87\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;animation&quot;:&quot;fadeInLeft&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-c476a8c elementor-widget elementor-widget-spacer\" data-id=\"c476a8c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-aa99a7c elementor-widget elementor-widget-spacer\" data-id=\"aa99a7c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-421776c e-con-full e-flex elementor-invisible e-con e-child\" data-id=\"421776c\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;animation&quot;:&quot;fadeInLeft&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-64d1156 elementor-widget elementor-widget-spacer\" data-id=\"64d1156\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-51183a1 elementor-invisible elementor-widget elementor-widget-spacer\" data-id=\"51183a1\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeInLeft&quot;}\" data-widget_type=\"spacer.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-4ab7fa4 e-con-full e-flex e-con e-child\" data-id=\"4ab7fa4\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-8280811 e-con-full e-flex e-con e-child\" data-id=\"8280811\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-e7edbe9 uicore-animate-scroll fadeInUp elementor-widget elementor-widget-breadcrumbs\" data-id=\"e7edbe9\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;uicore_trigger_type&quot;:&quot;uicore-animate-scroll&quot;}\" data-widget_type=\"breadcrumbs.default\">\n\t\t\t\t\t<p id=\"breadcrumbs\">\tYou are here:\n<span><span><a href=\"https:\/\/www.dlab-lac.org\/en\/\">Home<\/a><\/span><\/span><\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-6840dde elementor-hidden-mobile e-flex e-con-boxed e-con e-parent\" data-id=\"6840dde\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-cddf08c e-con-full e-flex e-con e-child\" data-id=\"cddf08c\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-371d2a9 elementor-invisible elementor-widget elementor-widget-text-editor\" data-id=\"371d2a9\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeInUp&quot;}\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">While artificial intelligence offers enormous potential to improve public services and policies, many public sector projects fail or create risks due to a lack of clarity on <\/span><b>where to start<\/b><span style=\"font-weight: 400;\">, <\/span><b>how to make informed decisions<\/b><span style=\"font-weight: 400;\"> and <\/span><b>how to manage ethical, legal, and operational risks<\/b><span style=\"font-weight: 400;\">. There is often a gap between abstract principles and their concrete application in real projects.<\/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-284c75c e-con-full elementor-hidden-mobile e-flex e-con e-parent\" data-id=\"284c75c\" data-element_type=\"container\" data-e-type=\"container\" id=\"hacemos\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-9eb4801 e-con-full e-flex e-con e-child\" data-id=\"9eb4801\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-80897be e-con-full e-flex e-con e-child\" data-id=\"80897be\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-f95e9dc elementor-widget elementor-widget-spacer\" data-id=\"f95e9dc\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d17e6f3 elementor-widget elementor-widget-spacer\" data-id=\"d17e6f3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-0607e05 e-con-full animated-fast e-flex elementor-invisible e-con e-child\" data-id=\"0607e05\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;animation&quot;:&quot;fadeInLeft&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-0db414a e-con-full e-flex e-con e-child\" data-id=\"0db414a\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-1f8e564 elementor-invisible elementor-widget elementor-widget-heading\" data-id=\"1f8e564\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeInUp&quot;}\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">What do we do?<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-cc8a7a7 e-con-full animated-fast e-flex e-con e-child\" data-id=\"cc8a7a7\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-649d5d4 elementor-invisible elementor-widget elementor-widget-spacer\" data-id=\"649d5d4\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeInLeft&quot;}\" data-widget_type=\"spacer.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f0860fb elementor-widget elementor-widget-spacer\" data-id=\"f0860fb\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-eecb513 e-con-full e-flex e-con e-child\" data-id=\"eecb513\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-8e4fcea elementor-widget elementor-widget-spacer\" data-id=\"8e4fcea\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b3bd5a1 elementor-invisible elementor-widget elementor-widget-spacer\" data-id=\"b3bd5a1\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeInLeft&quot;}\" data-widget_type=\"spacer.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-8d968a6 e-con-full elementor-hidden-mobile e-flex e-con e-parent\" data-id=\"8d968a6\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-3098f60 e-flex e-con-boxed e-con e-child\" data-id=\"3098f60\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-1276a8e elementor-invisible elementor-widget elementor-widget-text-editor\" data-id=\"1276a8e\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeInUp&quot;}\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">We developed a <\/span><b>practical guide for implementing data science and AI projects in the public sector<\/b><span style=\"font-weight: 400;\">, which translates ethical principles and regulatory frameworks into operational, measurable, and auditable decisions. The guide accompanies institutions throughout the entire project cycle, from problem definition to the management of risks and responsibilities.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-9146a84 e-con-full elementor-hidden-mobile e-flex e-con e-parent\" data-id=\"9146a84\" data-element_type=\"container\" data-e-type=\"container\" id=\"como\">\n\t\t<div class=\"elementor-element elementor-element-6a90f45 e-con-full e-flex e-con e-child\" data-id=\"6a90f45\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-e9697c1 e-con-full e-flex e-con e-child\" data-id=\"e9697c1\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-4762e55 elementor-widget elementor-widget-spacer\" data-id=\"4762e55\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4d9aab2 elementor-widget elementor-widget-spacer\" data-id=\"4d9aab2\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-64d3d43 e-con-full animated-fast e-flex elementor-invisible e-con e-child\" data-id=\"64d3d43\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;animation&quot;:&quot;fadeInLeft&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-0b3473a e-con-full e-flex e-con e-child\" data-id=\"0b3473a\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-b600c7d elementor-invisible elementor-widget elementor-widget-heading\" data-id=\"b600c7d\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeInUp&quot;}\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">How do we do it?<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-3a173d2 e-con-full e-flex elementor-invisible e-con e-child\" data-id=\"3a173d2\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;animation&quot;:&quot;fadeInLeft&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-72e2622 elementor-widget elementor-widget-spacer\" data-id=\"72e2622\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c6b398e elementor-widget elementor-widget-spacer\" data-id=\"c6b398e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-b17eb24 e-con-full e-flex e-con e-child\" data-id=\"b17eb24\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-a8e69c7 elementor-widget elementor-widget-spacer\" data-id=\"a8e69c7\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-bb9a487 elementor-invisible elementor-widget elementor-widget-spacer\" data-id=\"bb9a487\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeInLeft&quot;}\" data-widget_type=\"spacer.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-4b62717 e-con-full elementor-hidden-mobile e-flex e-con e-parent\" data-id=\"4b62717\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-236b3cf e-flex e-con-boxed e-con e-child\" data-id=\"236b3cf\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-683014d elementor-invisible elementor-widget elementor-widget-text-editor\" data-id=\"683014d\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeInUp&quot;}\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">The guide is structured into a <\/span><b>three-phase, ten-step roadmap<\/b><span style=\"font-weight: 400;\">, with guiding questions, decision gates, and minimum deliverables at each stage. It allows for evaluating whether AI is the right solution compared to other alternatives, defining technical and equity metrics, establishing usage limits and safeguards, and documenting the traceability of decisions. Additionally, it creates a <\/span><b>common language<\/b><span style=\"font-weight: 400;\"> across public policy, data, IT, legal, public procurement, and communication areas, strengthening project governance.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-fa35a9c elementor-hidden-desktop elementor-hidden-tablet e-flex e-con-boxed e-con e-parent\" data-id=\"fa35a9c\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-bcb27a7 e-con-full e-flex e-con e-child\" data-id=\"bcb27a7\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-be2cd4f elementor-widget elementor-widget-heading\" data-id=\"be2cd4f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">The problem we address<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f7e4cae elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"f7e4cae\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"divider.default\">\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 class=\"elementor-element elementor-element-4b3a0c1 elementor-widget elementor-widget-text-editor\" data-id=\"4b3a0c1\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>While artificial intelligence offers enormous potential to improve public services and policies, many public sector projects fail or create risks due to a lack of clarity on <b>where to start<\/b>, <b>how to make informed decisions<\/b> and <b>how to manage ethical, legal, and operational risks<\/b>. There is often a gap between abstract principles and their concrete application in real projects<\/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-c7985d1 elementor-hidden-desktop elementor-hidden-tablet e-flex e-con-boxed e-con e-parent\" data-id=\"c7985d1\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-3aa0249 e-con-full e-flex e-con e-child\" data-id=\"3aa0249\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-2579796 elementor-widget elementor-widget-heading\" data-id=\"2579796\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">What do we do?<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d15bb1d elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"d15bb1d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"divider.default\">\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 class=\"elementor-element elementor-element-e2a42d7 elementor-widget elementor-widget-text-editor\" data-id=\"e2a42d7\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>We developed a <b>practical guide for implementing data science and AI projects in the public sector<\/b>, which translates ethical principles and regulatory frameworks into operational, measurable, and auditable decisions. The guide accompanies institutions throughout the entire project cycle, from problem definition to the management of risks and responsibilities.<\/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-60cf2d0 elementor-hidden-desktop elementor-hidden-tablet e-flex e-con-boxed e-con e-parent\" data-id=\"60cf2d0\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-d5d1332 e-con-full e-flex e-con e-child\" data-id=\"d5d1332\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-aea7a65 elementor-widget elementor-widget-heading\" data-id=\"aea7a65\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">How do we do it?<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f9b7064 elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"f9b7064\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"divider.default\">\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 class=\"elementor-element elementor-element-9c45239 elementor-widget elementor-widget-text-editor\" data-id=\"9c45239\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>The guide is structured into a <b>three-phase, ten-step roadmap<\/b>, with guiding questions, decision gates, and minimum deliverables at each stage. It allows for evaluating whether AI is the right solution compared to other alternatives, defining technical and equity metrics, establishing usage limits and safeguards, and documenting the traceability of decisions. Additionally, it creates a <b>common language<\/b> across public policy, data, IT, legal, public procurement, and communication areas, strengthening project governance.<\/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-3b53e3a e-flex e-con-boxed e-con e-child\" data-id=\"3b53e3a\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-e80ff0b e-con-full e-flex elementor-invisible e-con e-child\" data-id=\"e80ff0b\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;animation&quot;:&quot;fadeIn&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-ecbd1c7 elementor-view-default elementor-widget elementor-widget-icon\" data-id=\"ecbd1c7\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-wrapper\">\n\t\t\t<div class=\"elementor-icon\">\n\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-square-full\" viewBox=\"0 0 512 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M512 512H0V0h512v512z\"><\/path><\/svg>\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-16ed1e2 elementor-widget elementor-widget-heading\" data-id=\"16ed1e2\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Initiatives<\/h2>\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-1a704106 e-flex e-con-boxed e-con e-parent\" data-id=\"1a704106\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-302dbb6a e-grid e-con-full e-con e-child\" data-id=\"302dbb6a\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-57163d41 elementor-view-default elementor-position-block-start elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"57163d41\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<a href=\"https:\/\/www.dlab-lac.org\/iniciativas\/sandboxes\/\" class=\"elementor-icon\" tabindex=\"-1\" aria-label=\"Sandboxes\">\n\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" id=\"Capa_2\" viewBox=\"0 0 105.02 104.48\"><defs><style>.cls-1{fill:#fff;}.cls-2{fill:#ff512f;}<\/style><\/defs><g id=\"figuras_2\"><polygon class=\"cls-2\" points=\"0 92.02 0 104.48 12.46 104.48 24.92 104.48 24.92 92.02 12.46 92.02 12.46 79.56 0 79.56 0 92.02\"><\/polygon><polygon 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class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<h3 class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<a href=\"https:\/\/www.dlab-lac.org\/iniciativas\/ia-y-el-futuro-del-trabajo\/\" >\n\t\t\t\t\t\t\tAI and the Future of Work\t\t\t\t\t\t<\/a>\n\t\t\t\t\t<\/h3>\n\t\t\t\t\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>AI Project Guide The problem we address What do we do? How do we do it? The problem we address While artificial intelligence offers enormous potential to improve public services and policies, many public sector projects fail or create risks due to a lack of clarity on where to start, how to make informed decisions [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":2404,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-2440","page","type-page","status-publish","hentry"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.0 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Artificial Intelligence Project Guide - DLAB-LAC<\/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:\/\/www.dlab-lac.org\/en\/initiatives\/artificial-intelligence-project-guide\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Artificial Intelligence Project Guide - DLAB-LAC\" \/>\n<meta property=\"og:description\" content=\"AI Project Guide The problem we address What do we do? 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