{"id":5748,"date":"2026-08-24T08:32:27","date_gmt":"2026-08-24T08:32:27","guid":{"rendered":"https:\/\/balkanservices.com\/blog\/?p=5748"},"modified":"2026-08-25T08:21:39","modified_gmt":"2026-08-25T08:21:39","slug":"ai-data-and-decision-making-why-critical-judgment-matters-more-than-ever","status":"publish","type":"post","link":"https:\/\/balkanservices.com\/blog\/en\/ai-data-and-decision-making-why-critical-judgment-matters-more-than-ever\/","title":{"rendered":"AI, Data and Decision-Making: Why Critical Judgment Matters More Than Ever"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<h1 class=\"wp-block-heading\">AI, Data and Decision-Making: Why Critical Judgment Matters More Than Ever<\/h1>\n\n\n\n<p class=\"wp-block-paragraph\">For more than a decade, many organisations have treated access to information as the key capability in data-driven work. In reality, access is only the starting point. The more valuable skill is <strong>the ability to recognise when information is inaccurate, incomplete or misleading<\/strong>.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">The widespread adoption of artificial intelligence makes this skill even more critical.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Since 2023, when the discussion around AI literacy became more active, one of the common arguments was that the technology was not mature enough for such a conversation. Today, that argument no longer applies. AI can generate answers, summaries, recommendations, code and analyses, and can increasingly trigger concrete actions.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">The question for leaders is no longer only what it can do. It is shifting from \u201cWhat can AI produce?\u201d to <strong>\u201cWhat happens when AI produces something that looks authoritative, sounds confident and still turns out to be wrong?\u201d<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">The major difference and future competitive advantage will belong to <strong>companies that are able to identify such errors and gaps before they affect decisions.<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Ten years ago, this was called data literacy. Before the boom of digital technologies, it was called critical thinking.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Every technology wave highlights a different capability. The internet enabled faster access to knowledge. Search engines developed the ability to collect and synthesise information. AI is now automating synthesis itself.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">This means that the next competitive advantage will belong to people and organisations that can assess AI-generated content and decide what to trust, what to question and what to reject.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">This is human critical judgment.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">It is not developed simply by using AI more often. It comes from <strong>deep knowledge of a specific topic, enough to recognise a wrong answer <\/strong>even when it appears correct.<\/p>\n\n\n\n<div class=\"wp-block-stackable-spacer stk-block-spacer stk--no-padding stk-block stk-9041608\" data-block-id=\"9041608\"><style>.stk-9041608 {height:35px !important;}<\/style><\/div>\n\n\n\n<h2 class=\"wp-block-heading\">Context and judgment are not the same thing<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Context is what we provide to AI: the data it can access, the business logic it can interpret and the parameters that shape its output.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Critical judgment is what people bring when AI makes a mistake. <\/strong>One is a data-related challenge. The other is a leadership issue. Both are essential for the development and stability of a modern business.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<div class=\"wp-block-stackable-spacer stk-block-spacer stk--no-padding stk-block stk-e37420d\" data-block-id=\"e37420d\"><style>.stk-e37420d {height:35px !important;}<\/style><\/div>\n\n\n\n<p class=\"has-text-align-center has-medium-font-size wp-block-paragraph\"><a href=\"https:\/\/balkanservices.com\/blog\/en\/business-intelligence-software-what-for-whom-and-why\/\" data-type=\"link\" data-id=\"https:\/\/balkanservices.com\/blog\/business-intelligence-reshenia-kak-kakvo-za-kogo-i-zashto\/\" target=\"_blank\" rel=\"noreferrer noopener\">Read more: Business Intelligence software- what, for whom and why<\/a><\/p>\n\n\n\n<div class=\"wp-block-stackable-spacer stk-block-spacer stk--no-padding stk-block stk-abef61f\" data-block-id=\"abef61f\"><style>.stk-abef61f {height:35px !important;}<\/style><\/div>\n\n\n\n<h2 class=\"wp-block-heading\">The data shows an uncomfortable picture<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">According to the <a href=\"https:\/\/www.bcg.com\/publications\/2026\/ai-at-work-why-strategy-matters-more-than-tools\" target=\"_blank\" rel=\"noreferrer noopener\">June 2026 BCG global survey on AI at work<\/a>, <strong>74% of frontline employees are already regular AI users, while 41% report higher cognitive load<\/strong> despite productivity gains.&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">It is important to underline that AI does not automatically reduce cognitive effort at work. For many employees, it can increase it, while at the same time reducing the time available for evaluation, verification and critical thinking.<\/p>\n\n\n\n<div class=\"wp-block-stackable-spacer stk-block-spacer stk--no-padding stk-block stk-c27115b\" data-block-id=\"c27115b\"><style>.stk-c27115b {height:35px !important;}<\/style><\/div>\n\n\n\n<div class=\"wp-block-stackable-icon-label stk-block-icon-label stk-block stk-3cca86a\" data-block-id=\"3cca86a\"><div class=\"stk-row stk-inner-blocks stk-block-content\">\n<div class=\"wp-block-stackable-icon stk-block-icon has-text-align-left stk-block stk-089b721\" data-block-id=\"089b721\"><style>.stk-089b721 .stk--svg-wrapper .stk--inner-svg svg:last-child{opacity:0.7 !important;}.stk-089b721 .stk--svg-wrapper .stk--inner-svg svg:last-child, .stk-089b721 .stk--svg-wrapper .stk--inner-svg svg:last-child :is(g, path, rect, polygon, ellipse){fill:var(--theme-palette-color-1, #F6891F) !important;}<\/style><span class=\"stk--svg-wrapper\"><div class=\"stk--inner-svg\"><svg style=\"height:0;width:0\"><defs><linearGradient id=\"linear-gradient-089b721\" x1=\"0\" x2=\"100%\" y1=\"0\" y2=\"0\"><stop offset=\"0%\" style=\"stop-opacity:1;stop-color:var(--linear-gradient-089-b-721-color-1)\"><\/stop><stop offset=\"100%\" style=\"stop-opacity:1;stop-color:var(--linear-gradient-089-b-721-color-2)\"><\/stop><\/linearGradient><\/defs><\/svg><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewBox=\"0 0 384 512\" aria-hidden=\"true\" width=\"32\" height=\"32\"><path d=\"M297.2 248.9C311.6 228.3 320 203.2 320 176c0-70.7-57.3-128-128-128S64 105.3 64 176c0 27.2 8.4 52.3 22.8 72.9c3.7 5.3 8.1 11.3 12.8 17.7l0 0c12.9 17.7 28.3 38.9 39.8 59.8c10.4 19 15.7 38.8 18.3 57.5H109c-2.2-12-5.9-23.7-11.8-34.5c-9.9-18-22.2-34.9-34.5-51.8l0 0 0 0c-5.2-7.1-10.4-14.2-15.4-21.4C27.6 247.9 16 213.3 16 176C16 78.8 94.8 0 192 0s176 78.8 176 176c0 37.3-11.6 71.9-31.4 100.3c-5 7.2-10.2 14.3-15.4 21.4l0 0 0 0c-12.3 16.8-24.6 33.7-34.5 51.8c-5.9 10.8-9.6 22.5-11.8 34.5H226.4c2.6-18.7 7.9-38.6 18.3-57.5c11.5-20.9 26.9-42.1 39.8-59.8l0 0 0 0 0 0c4.7-6.4 9-12.4 12.7-17.7zM192 128c-26.5 0-48 21.5-48 48c0 8.8-7.2 16-16 16s-16-7.2-16-16c0-44.2 35.8-80 80-80c8.8 0 16 7.2 16 16s-7.2 16-16 16zm0 384c-44.2 0-80-35.8-80-80V416H272v16c0 44.2-35.8 80-80 80z\"\/><\/svg><\/div><\/span><\/div>\n\n\n\n<div class=\"wp-block-stackable-heading stk-block-heading stk-block-heading--v2 stk-block stk-3d953d8\" id=\"the-same-survey-shows-that-72-of-respondents-say-the-expectations-toward-their-skills-have-changed-but-only-36-feel-they-have-received-adequate-training-the-speed-of-ai-adoption-is-moving-ahead-of-many-organisational-readiness-efforts-and-critical-judgment-is-often-the-first-capability-placed-under-pressure\" data-block-id=\"3d953d8\"><h5 class=\"stk-block-heading__text\">The same survey shows that 72% of respondents say the expectations toward their skills have changed, but only 36% feel they have received adequate training. The speed of AI adoption is moving ahead of many organisational readiness efforts, and critical judgment is often the first capability placed under pressure.<\/h5><\/div>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-stackable-spacer stk-block-spacer stk--no-padding stk-block stk-bc99c80\" data-block-id=\"bc99c80\"><style>.stk-bc99c80 {height:35px !important;}<\/style><\/div>\n\n\n\n<p class=\"wp-block-paragraph\">Similar conclusions appear in other research as well. The study by Dell\u2019Acqua and colleagues, conducted with BCG and published through Harvard Business School research, introduced the concept of the \u201c<a href=\"https:\/\/www.hbs.edu\/faculty\/Pages\/item.aspx?num=64700\" target=\"_blank\" rel=\"noreferrer noopener\">jagged technological frontier<\/a>\u201d &#8211; the uneven boundary between tasks where AI performs well and tasks where it may fail or hallucinate.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">The main risk is that there is no clear signal showing on which side of this boundary a particular task falls. In the research, <strong>experienced employees with access to AI performed worse in identifying incorrect answers not because they were careless, but because the output looked plausible.<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">None of this is an argument against using AI. On the contrary, it is a reason to <strong>adopt a more deliberate approach to how AI is used,<\/strong> what standards apply and what is expected from the people working with it.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">The risk for leaders is not simply that teams use AI too much or too little. The greater risk is that organisations build AI-dependent processes managed by people who are no longer sufficiently prepared to detect errors.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">An AI result can be confident, well formulated and still wrong. At organisational scale, this is not only an operational issue. It becomes a strategic risk.<\/p>\n\n\n\n<div class=\"wp-block-stackable-spacer stk-block-spacer stk--no-padding stk-block stk-369279c\" data-block-id=\"369279c\"><style>.stk-369279c {height:35px !important;}<\/style><\/div>\n\n\n\n<p class=\"has-text-align-center has-medium-font-size wp-block-paragraph\"><a href=\"https:\/\/balkanservices.com\/blog\/en\/5-benefits-for-companies-of-working-with-a-business-intelligence-system\/\" data-type=\"link\" data-id=\"https:\/\/balkanservices.com\/blog\/bi-skritijat-sluzhitel\/\" target=\"_blank\" rel=\"noreferrer noopener\">Read more: 5 Benefits for Companies of Working with a Business Intelligence System<\/a><\/p>\n\n\n\n<div class=\"wp-block-stackable-spacer stk-block-spacer stk--no-padding stk-block stk-f7ce25b\" data-block-id=\"f7ce25b\"><style>.stk-f7ce25b {height:35px !important;}<\/style><\/div>\n\n\n\n<h2 class=\"wp-block-heading\">Individual judgment does not scale. Decision architecture does.<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Even a leader with strong critical judgment cannot manage or participate in every process. Organisations that will stay one step ahead will not simply be those where every employee has excellent AI judgment. They will be the ones that have <strong>built institutional mechanisms through which good judgment can be applied at scale.<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0422his requires a specific decision architecture with clear ownership of AI-generated outputs, review thresholds based on the possible consequences of an error and accountability structures that embed judgment into the process instead of relying only on individual vigilance.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Finance teams spent decades building controls around spreadsheet outputs precisely because they look authoritative, are easy to trust and can spread errors invisibly at scale. AI outputs have the same characteristics, but with much greater speed and volume.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Most organisations have not yet built equivalent controls. They are still at the stage where they assume that if someone has looked at the output, it has been evaluated well enough. This is not a governance model. It is an optimistic assumption.<\/p>\n\n\n\n<div class=\"wp-block-stackable-spacer stk-block-spacer stk--no-padding stk-block stk-f35122f\" data-block-id=\"f35122f\"><style>.stk-f35122f {height:35px !important;}<\/style><\/div>\n\n\n\n<p class=\"has-text-align-center has-medium-font-size wp-block-paragraph\"><a href=\"https:\/\/balkanservices.com\/blog\/en\/ubb-interlease-digitizes-its-reporting-with-the-qlik-sense-bi-system-interview\/\" data-type=\"link\" data-id=\"https:\/\/balkanservices.com\/blog\/obb-interliyz-digitalizira-reportinga-si-s-bi-sistema-qlik-sense\/\" target=\"_blank\" rel=\"noreferrer noopener\">Read more: UBB Interlease digitizes its reporting with the Qlik Sense BI system [interview]<\/a><\/p>\n\n\n\n<div class=\"wp-block-stackable-spacer stk-block-spacer stk--no-padding stk-block stk-7720147\" data-block-id=\"7720147\"><style>.stk-7720147 {height:35px !important;}<\/style><\/div>\n\n\n\n<h2 class=\"wp-block-heading\">The management conversation is still catching up<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">AI governance is not developing at the same speed as AI implementation. AI assistants and agents are already present in more workflows than many management teams realise: supplier selection, purchase requests, pricing actions, regulatory responses and many other areas.<\/p>\n\n\n\n<div class=\"wp-block-stackable-spacer stk-block-spacer stk--no-padding stk-block stk-721a326\" data-block-id=\"721a326\"><style>.stk-721a326 {height:35px !important;}<\/style><\/div>\n\n\n\n<div class=\"wp-block-stackable-icon-label stk-block-icon-label stk-block stk-b96fafc\" data-block-id=\"b96fafc\"><div class=\"stk-row stk-inner-blocks stk-block-content\">\n<div class=\"wp-block-stackable-icon stk-block-icon has-text-align-left stk-block stk-70df49d\" data-block-id=\"70df49d\"><style>.stk-70df49d .stk--svg-wrapper .stk--inner-svg svg:last-child{opacity:0.7 !important;}.stk-70df49d .stk--svg-wrapper .stk--inner-svg svg:last-child, .stk-70df49d .stk--svg-wrapper .stk--inner-svg svg:last-child :is(g, path, rect, polygon, ellipse){fill:var(--theme-palette-color-1, #F6891F) !important;}<\/style><span class=\"stk--svg-wrapper\"><div class=\"stk--inner-svg\"><svg style=\"height:0;width:0\"><defs><linearGradient id=\"linear-gradient-70df49d\" x1=\"0\" x2=\"100%\" y1=\"0\" y2=\"0\"><stop offset=\"0%\" style=\"stop-opacity:1;stop-color:var(--linear-gradient-70-df-49-d-color-1)\"><\/stop><stop offset=\"100%\" style=\"stop-opacity:1;stop-color:var(--linear-gradient-70-df-49-d-color-2)\"><\/stop><\/linearGradient><\/defs><\/svg><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewBox=\"0 0 512 512\" aria-hidden=\"true\" width=\"32\" height=\"32\"><path d=\"M256 512A256 256 0 1 0 256 0a256 256 0 1 0 0 512zm0-384c13.3 0 24 10.7 24 24V264c0 13.3-10.7 24-24 24s-24-10.7-24-24V152c0-13.3 10.7-24 24-24zM224 352a32 32 0 1 1 64 0 32 32 0 1 1 -64 0z\"\/><\/svg><\/div><\/span><\/div>\n\n\n\n<div class=\"wp-block-stackable-heading stk-block-heading stk-block-heading--v2 stk-block stk-8a1bae2\" id=\"with-some-ai-tools-the-process-can-be-completed-without-human-participation-the-question-for-management-is-no-longer-only-how-to-identify-errors-after-they-occur-but-at-which-stage-human-judgment-must-be-mandatory-especially-when-the-consequences-could-be-difficult-to-reverse\" data-block-id=\"8a1bae2\"><h5 class=\"stk-block-heading__text\">With some AI tools, the process can be completed without human participation. The question for management is no longer only how to identify errors after they occur, but at which stage human judgment must be mandatory, especially when the consequences could be difficult to reverse.<\/h5><\/div>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-stackable-spacer stk-block-spacer stk--no-padding stk-block stk-30ff710\" data-block-id=\"30ff710\"><style>.stk-30ff710 {height:35px !important;}<\/style><\/div>\n\n\n\n<p class=\"wp-block-paragraph\">Management teams often focus mainly on the capabilities of artificial intelligence. Yet some of the most important questions remain concrete and operational:<\/p>\n\n\n\n<div class=\"wp-block-stackable-icon-list stk-block-icon-list stk-block stk-68a6857\" data-block-id=\"68a6857\"><svg style=\"display:none\"><defs><g id=\"stk-icon-list__icon-svg-def-68a6857\"><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewBox=\"0 0 190 190\"><polygon points=\"173.8,28.4 60.4,141.8 15.7,97.2 5.1,107.8 60.4,163 184.4,39 173.8,28.4\"\/><\/svg><\/g><\/defs><\/svg><ul class=\"stk-block-icon-list__ul stk-block-icon-list--column\"><\/ul><\/div>\n\n\n\n<div class=\"wp-block-stackable-icon-list stk-block-icon-list stk-block stk-5a9db82\" data-block-id=\"5a9db82\"><svg style=\"display:none\"><defs><g id=\"stk-icon-list__icon-svg-def-5a9db82\"><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewBox=\"0 0 190 190\"><polygon points=\"173.8,28.4 60.4,141.8 15.7,97.2 5.1,107.8 60.4,163 184.4,39 173.8,28.4\"\/><\/svg><\/g><\/defs><\/svg><ul class=\"stk-block-icon-list__ul stk-block-icon-list--column\">\n<li class=\"wp-block-stackable-icon-list-item stk-block-icon-list-item stk-block stk-fe31121\" data-block-id=\"fe31121\"><div class=\"stk-block-icon-list-item__content\"><span class=\"stk--svg-wrapper\"><div class=\"stk--inner-svg\"><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewBox=\"0 0 448 512\" aria-hidden=\"true\" width=\"32\" height=\"32\"><path d=\"M438.6 105.4c12.5 12.5 12.5 32.8 0 45.3l-256 256c-12.5 12.5-32.8 12.5-45.3 0l-128-128c-12.5-12.5-12.5-32.8 0-45.3s32.8-12.5 45.3 0L160 338.7 393.4 105.4c12.5-12.5 32.8-12.5 45.3 0z\"\/><\/svg><\/div><\/span><span class=\"stk-block-icon-list-item__text\">Where in a process do AI results turn into action without a sufficiently structured and competent human review?<\/span><\/div><\/li>\n\n\n\n<li class=\"wp-block-stackable-icon-list-item stk-block-icon-list-item stk-block stk-498795c\" data-block-id=\"498795c\"><div class=\"stk-block-icon-list-item__content\"><span class=\"stk--svg-wrapper\"><div class=\"stk--inner-svg\"><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewBox=\"0 0 448 512\" aria-hidden=\"true\" width=\"32\" height=\"32\"><path d=\"M438.6 105.4c12.5 12.5 12.5 32.8 0 45.3l-256 256c-12.5 12.5-32.8 12.5-45.3 0l-128-128c-12.5-12.5-12.5-32.8 0-45.3s32.8-12.5 45.3 0L160 338.7 393.4 105.4c12.5-12.5 32.8-12.5 45.3 0z\"\/><\/svg><\/div><\/span><span class=\"stk-block-icon-list-item__text\">Which of these points are high-risk and more complex to correct?<\/span><\/div><\/li>\n\n\n\n<li class=\"wp-block-stackable-icon-list-item stk-block-icon-list-item stk-block stk-bb50e0c\" data-block-id=\"bb50e0c\"><div class=\"stk-block-icon-list-item__content\"><span class=\"stk--svg-wrapper\"><div class=\"stk--inner-svg\"><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewBox=\"0 0 448 512\" aria-hidden=\"true\" width=\"32\" height=\"32\"><path d=\"M438.6 105.4c12.5 12.5 12.5 32.8 0 45.3l-256 256c-12.5 12.5-32.8 12.5-45.3 0l-128-128c-12.5-12.5-12.5-32.8 0-45.3s32.8-12.5 45.3 0L160 338.7 393.4 105.4c12.5-12.5 32.8-12.5 45.3 0z\"\/><\/svg><\/div><\/span><span class=\"stk-block-icon-list-item__text\">Who is responsible when errors occur?<\/span><\/div><\/li>\n<\/ul><\/div>\n\n\n\n<div class=\"wp-block-stackable-spacer stk-block-spacer stk--no-padding stk-block stk-b96841e\" data-block-id=\"b96841e\"><style>.stk-b96841e {height:35px !important;}<\/style><\/div>\n\n\n\n<p class=\"wp-block-paragraph\">This is the process audit that organisations need to conduct. It clearly reveals the gap between the current management model and the necessary, safer level of AI control.<\/p>\n\n\n\n<div class=\"wp-block-stackable-spacer stk-block-spacer stk--no-padding stk-block stk-b808b0d\" data-block-id=\"b808b0d\"><style>.stk-b808b0d {height:35px !important;}<\/style><\/div>\n\n\n\n<h2 class=\"wp-block-heading\">Critical judgment fails when the data fails<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Critical thinking should be applied not only at the level of the final output, but also at the level of the data itself.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">An AI system built on incomplete, inaccurate or unstructured data will produce confident and plausible conclusions without a real validation of their quality. <strong>The model cannot automatically signal every inconsistency in the data <\/strong>because it works with what it has been given and does not have a view of the full business reality. It does not know what it does not know. That remains a human responsibility.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Leaders who invest mainly in the capabilities of AI models, but not enough in the reliability and practical usability of their data, are building an unstable foundation for management decisions. The model may operate exactly as designed, but if the data is not correct and the organisation cannot trust it, the risk of errors becomes significant.<\/p>\n\n\n\n<div class=\"wp-block-stackable-spacer stk-block-spacer stk--no-padding stk-block stk-a87b12e\" data-block-id=\"a87b12e\"><style>.stk-a87b12e {height:35px !important;}<\/style><\/div>\n\n\n\n<div class=\"wp-block-stackable-icon-label stk-block-icon-label stk-block stk-207b8b3\" data-block-id=\"207b8b3\"><div class=\"stk-row stk-inner-blocks stk-block-content\">\n<div class=\"wp-block-stackable-icon stk-block-icon has-text-align-left stk-block stk-b368d29\" data-block-id=\"b368d29\"><style>.stk-b368d29 .stk--svg-wrapper .stk--inner-svg svg:last-child{opacity:0.7 !important;}.stk-b368d29 .stk--svg-wrapper .stk--inner-svg svg:last-child, .stk-b368d29 .stk--svg-wrapper .stk--inner-svg svg:last-child :is(g, path, rect, polygon, ellipse){fill:var(--theme-palette-color-1, #F6891F) !important;}<\/style><span class=\"stk--svg-wrapper\"><div class=\"stk--inner-svg\"><svg style=\"height:0;width:0\"><defs><linearGradient id=\"linear-gradient-b368d29\" x1=\"0\" x2=\"100%\" y1=\"0\" y2=\"0\"><stop offset=\"0%\" style=\"stop-opacity:1;stop-color:var(--linear-gradient-b-368-d-29-color-1)\"><\/stop><stop offset=\"100%\" style=\"stop-opacity:1;stop-color:var(--linear-gradient-b-368-d-29-color-2)\"><\/stop><\/linearGradient><\/defs><\/svg><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewBox=\"0 0 384 512\" aria-hidden=\"true\" width=\"32\" height=\"32\"><path d=\"M297.2 248.9C311.6 228.3 320 203.2 320 176c0-70.7-57.3-128-128-128S64 105.3 64 176c0 27.2 8.4 52.3 22.8 72.9c3.7 5.3 8.1 11.3 12.8 17.7l0 0c12.9 17.7 28.3 38.9 39.8 59.8c10.4 19 15.7 38.8 18.3 57.5H109c-2.2-12-5.9-23.7-11.8-34.5c-9.9-18-22.2-34.9-34.5-51.8l0 0 0 0c-5.2-7.1-10.4-14.2-15.4-21.4C27.6 247.9 16 213.3 16 176C16 78.8 94.8 0 192 0s176 78.8 176 176c0 37.3-11.6 71.9-31.4 100.3c-5 7.2-10.2 14.3-15.4 21.4l0 0 0 0c-12.3 16.8-24.6 33.7-34.5 51.8c-5.9 10.8-9.6 22.5-11.8 34.5H226.4c2.6-18.7 7.9-38.6 18.3-57.5c11.5-20.9 26.9-42.1 39.8-59.8l0 0 0 0 0 0c4.7-6.4 9-12.4 12.7-17.7zM192 128c-26.5 0-48 21.5-48 48c0 8.8-7.2 16-16 16s-16-7.2-16-16c0-44.2 35.8-80 80-80c8.8 0 16 7.2 16 16s-7.2 16-16 16zm0 384c-44.2 0-80-35.8-80-80V416H272v16c0 44.2-35.8 80-80 80z\"\/><\/svg><\/div><\/span><\/div>\n\n\n\n<div class=\"wp-block-stackable-heading stk-block-heading stk-block-heading--v2 stk-block stk-9b31e2c\" id=\"data-accessibility-is-different-from-making-data-work-for-a-specific-ai-model-accessibility-is-a-matter-of-connectivity-working-data-is-a-matter-of-quality-structure-and-trust\" data-block-id=\"9b31e2c\"><h5 class=\"stk-block-heading__text\">Data accessibility is different from making data work for a specific AI model. Accessibility is a matter of connectivity. Working data is a matter of quality, structure and trust.<\/h5><\/div>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-stackable-spacer stk-block-spacer stk--no-padding stk-block stk-f7f4032\" data-block-id=\"f7f4032\"><style>.stk-f7f4032 {height:35px !important;}<\/style><\/div>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Data needs to be current and to have clear provenance<\/strong>, so that when a model gives an answer, someone can trace what it is based on and whether the source is still valid.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Ownership of data must also be clearly defined<\/strong>, with a responsible party for potential gaps, rather than looking for someone to blame only after an incident occurs.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">It is also essential that data is properly structured for the AI model and not simply transferred from the respective source without considering the use case.<\/p>\n\n\n\n<div class=\"wp-block-stackable-spacer stk-block-spacer stk--no-padding stk-block stk-504dc7e\" data-block-id=\"504dc7e\"><style>.stk-504dc7e {height:35px !important;}<\/style><\/div>\n\n\n\n<h2 class=\"wp-block-heading\">Three actions leaders should take now<\/h2>\n\n\n\n<div class=\"wp-block-stackable-icon-box stk-block-icon-box stk-block stk-fa979ea\" data-v=\"2\" data-block-id=\"fa979ea\"><div class=\"stk-block-content stk-inner-blocks stk-block-icon-box__content stk-container stk-fa979ea-container stk--no-background stk--no-padding\">\n<div class=\"wp-block-stackable-icon-label stk-block-icon-label stk-block stk-4601ff6\" data-block-id=\"4601ff6\"><style>.stk-4601ff6 {margin-bottom:0px !important;}<\/style><div class=\"stk-row stk-inner-blocks stk-block-content\">\n<div class=\"wp-block-stackable-icon stk-block-icon has-text-align-left stk-block stk-4da4e07\" data-block-id=\"4da4e07\"><style>.stk-4da4e07 .stk--svg-wrapper .stk--inner-svg svg:last-child{opacity:0.7 !important;}.stk-4da4e07 .stk--svg-wrapper .stk--inner-svg svg:last-child, .stk-4da4e07 .stk--svg-wrapper .stk--inner-svg svg:last-child :is(g, path, rect, polygon, ellipse){fill:var(--theme-palette-color-1, #F6891F) !important;}<\/style><span class=\"stk--svg-wrapper\"><div class=\"stk--inner-svg\"><svg style=\"height:0;width:0\"><defs><linearGradient id=\"linear-gradient-4da4e07\" x1=\"0\" x2=\"100%\" y1=\"0\" y2=\"0\"><stop offset=\"0%\" style=\"stop-opacity:1;stop-color:var(--linear-gradient-4-da-4-e-07-color-1)\"><\/stop><stop offset=\"100%\" style=\"stop-opacity:1;stop-color:var(--linear-gradient-4-da-4-e-07-color-2)\"><\/stop><\/linearGradient><\/defs><\/svg><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewBox=\"0 0 256 512\" aria-hidden=\"true\" width=\"32\" height=\"32\"><path d=\"M160 64c0-11.8-6.5-22.6-16.9-28.2s-23-5-32.8 1.6l-96 64C-.5 111.2-4.4 131 5.4 145.8s29.7 18.7 44.4 8.9L96 123.8V416H32c-17.7 0-32 14.3-32 32s14.3 32 32 32h96 96c17.7 0 32-14.3 32-32s-14.3-32-32-32H160V64z\"\/><\/svg><\/div><\/span><\/div>\n\n\n\n<div class=\"wp-block-stackable-heading stk-block-heading stk-block-heading--v2 stk-block stk-033b2bc\" id=\"audit-the-processes-where-ai-results-become-action\" data-block-id=\"033b2bc\"><h4 class=\"stk-block-heading__text\">Audit the processes where AI results become action<\/h4><\/div>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-stackable-text stk-block-text stk-block stk-9aa6699\" data-block-id=\"9aa6699\"><p class=\"stk-block-text__text\">Define where AI generates outputs that are used without structured human validation. Prioritise not by frequency of use, but by the scale of impact and the consequences. The most important processes are not necessarily those where AI is used most often, but those where a potential error can lead to hard-to-reverse outcomes.<\/p><\/div>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-stackable-spacer stk-block-spacer stk--no-padding stk-block stk-cef81fb\" data-block-id=\"cef81fb\"><style>.stk-cef81fb {height:35px !important;}<\/style><\/div>\n\n\n\n<div class=\"wp-block-stackable-icon-box stk-block-icon-box stk-block stk-3bac073\" data-v=\"2\" data-block-id=\"3bac073\"><div class=\"stk-block-content stk-inner-blocks stk-block-icon-box__content stk-container stk-3bac073-container stk--no-background stk--no-padding\">\n<div class=\"wp-block-stackable-icon-label stk-block-icon-label stk-block stk-1d7c271\" data-block-id=\"1d7c271\"><style>.stk-1d7c271 {margin-bottom:0px !important;}<\/style><div class=\"stk-row stk-inner-blocks stk-block-content\">\n<div class=\"wp-block-stackable-icon stk-block-icon has-text-align-left stk-block stk-96a12f3\" data-block-id=\"96a12f3\"><style>.stk-96a12f3 .stk--svg-wrapper .stk--inner-svg svg:last-child{opacity:0.7 !important;}.stk-96a12f3 .stk--svg-wrapper .stk--inner-svg svg:last-child, .stk-96a12f3 .stk--svg-wrapper .stk--inner-svg svg:last-child :is(g, path, rect, polygon, ellipse){fill:var(--theme-palette-color-1, #F6891F) !important;}<\/style><span class=\"stk--svg-wrapper\"><div class=\"stk--inner-svg\"><svg style=\"height:0;width:0\"><defs><linearGradient id=\"linear-gradient-96a12f3\" x1=\"0\" x2=\"100%\" y1=\"0\" y2=\"0\"><stop offset=\"0%\" style=\"stop-opacity:1;stop-color:var(--linear-gradient-96-a-12-f-3-color-1)\"><\/stop><stop offset=\"100%\" style=\"stop-opacity:1;stop-color:var(--linear-gradient-96-a-12-f-3-color-2)\"><\/stop><\/linearGradient><\/defs><\/svg><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewBox=\"0 0 320 512\" aria-hidden=\"true\" width=\"32\" height=\"32\"><path d=\"M142.9 96c-21.5 0-42.2 8.5-57.4 23.8L54.6 150.6c-12.5 12.5-32.8 12.5-45.3 0s-12.5-32.8 0-45.3L40.2 74.5C67.5 47.3 104.4 32 142.9 32C223 32 288 97 288 177.1c0 38.5-15.3 75.4-42.5 102.6L109.3 416H288c17.7 0 32 14.3 32 32s-14.3 32-32 32H32c-12.9 0-24.6-7.8-29.6-19.8s-2.2-25.7 6.9-34.9L200.2 234.5c15.2-15.2 23.8-35.9 23.8-57.4c0-44.8-36.3-81.1-81.1-81.1z\"\/><\/svg><\/div><\/span><\/div>\n\n\n\n<div class=\"wp-block-stackable-heading stk-block-heading stk-block-heading--v2 stk-block stk-304dae6\" id=\"build-decision-architecture-not-just-a-review-culture\" data-block-id=\"304dae6\"><h4 class=\"stk-block-heading__text\">Build decision architecture, not just a review culture<\/h4><\/div>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-stackable-text stk-block-text stk-block stk-abf28fb\" data-block-id=\"abf28fb\"><p class=\"stk-block-text__text\">Individual checking is not a reliable governance model. Organisations need clearly defined ownership of AI results, escalation thresholds and accountability structures that do not depend only on a focused review by one employee at the right moment.<\/p><\/div>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-stackable-spacer stk-block-spacer stk--no-padding stk-block stk-66f9561\" data-block-id=\"66f9561\"><style>.stk-66f9561 {height:35px !important;}<\/style><\/div>\n\n\n\n<div class=\"wp-block-stackable-icon-box stk-block-icon-box stk-block stk-b8a84e6\" data-v=\"2\" data-block-id=\"b8a84e6\"><div class=\"stk-block-content stk-inner-blocks stk-block-icon-box__content stk-container stk-b8a84e6-container stk--no-background stk--no-padding\">\n<div class=\"wp-block-stackable-icon-label stk-block-icon-label stk-block stk-fb98004\" data-block-id=\"fb98004\"><style>.stk-fb98004 {margin-bottom:0px !important;}<\/style><div class=\"stk-row stk-inner-blocks stk-block-content\">\n<div class=\"wp-block-stackable-icon stk-block-icon has-text-align-left stk-block stk-413735d\" data-block-id=\"413735d\"><style>.stk-413735d .stk--svg-wrapper .stk--inner-svg svg:last-child{opacity:0.7 !important;}.stk-413735d .stk--svg-wrapper .stk--inner-svg svg:last-child, .stk-413735d .stk--svg-wrapper .stk--inner-svg svg:last-child :is(g, path, rect, polygon, ellipse){fill:var(--theme-palette-color-1, #F6891F) !important;}<\/style><span class=\"stk--svg-wrapper\"><div class=\"stk--inner-svg\"><svg style=\"height:0;width:0\"><defs><linearGradient id=\"linear-gradient-413735d\" x1=\"0\" x2=\"100%\" y1=\"0\" y2=\"0\"><stop offset=\"0%\" style=\"stop-opacity:1;stop-color:var(--linear-gradient-413735-d-color-1)\"><\/stop><stop offset=\"100%\" style=\"stop-opacity:1;stop-color:var(--linear-gradient-413735-d-color-2)\"><\/stop><\/linearGradient><\/defs><\/svg><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewBox=\"0 0 320 512\" aria-hidden=\"true\" width=\"32\" height=\"32\"><path d=\"M0 64C0 46.3 14.3 32 32 32H272c13.2 0 25 8.1 29.8 20.4s1.5 26.3-8.2 35.2L162.3 208H184c75.1 0 136 60.9 136 136s-60.9 136-136 136H105.4C63 480 24.2 456 5.3 418.1l-1.9-3.8c-7.9-15.8-1.5-35 14.3-42.9s35-1.5 42.9 14.3l1.9 3.8c8.1 16.3 24.8 26.5 42.9 26.5H184c39.8 0 72-32.2 72-72s-32.2-72-72-72H80c-13.2 0-25-8.1-29.8-20.4s-1.5-26.3 8.2-35.2L189.7 96H32C14.3 96 0 81.7 0 64z\"\/><\/svg><\/div><\/span><\/div>\n\n\n\n<div class=\"wp-block-stackable-heading stk-block-heading stk-block-heading--v2 stk-block stk-6927ed6\" id=\"ask-the-autonomy-question-before-ai-implementation\" data-block-id=\"6927ed6\"><h4 class=\"stk-block-heading__text\">Ask the autonomy question before AI implementation<\/h4><\/div>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-stackable-text stk-block-text stk-block stk-9ecbcda\" data-block-id=\"9ecbcda\"><p class=\"stk-block-text__text\">For every AI tool, it is worth asking:<\/p><\/div>\n\n\n\n<ul class=\"wp-block-list\">\n<li>What decisions can this tool make that a person may find difficult to reverse?<\/li>\n\n\n\n<li>Who has the authority to manage, stop or correct it?<\/li>\n\n\n\n<li>At which point does the process require critical human review?<\/li>\n<\/ul>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-stackable-spacer stk-block-spacer stk--no-padding stk-block stk-772a05c\" data-block-id=\"772a05c\"><style>.stk-772a05c {height:35px !important;}<\/style><\/div>\n\n\n<div data-block=\"hook:3908\" class=\"alignfull\" data-block-structure=\"custom\"><div class=\"ct-container-full\" data-content=\"normal\"><article id=\"post-3908\" class=\"post-3908\"><div class=\"entry-content is-layout-constrained\">\n<div class=\"wp-block-media-text alignfull has-media-on-the-right is-stacked-on-mobile is-vertically-aligned-center is-image-fill is-style-default has-palette-color-8-color has-palette-color-4-background-color has-text-color has-background has-link-color wp-elements-326cc7970ec94e154d90381fd2939023\" style=\"margin-top:var(--wp--preset--spacing--50);margin-bottom:var(--wp--preset--spacing--50);margin-left:0;padding-top:0;padding-right:0;padding-bottom:0;padding-left:0;grid-template-columns:auto 37%\"><div class=\"wp-block-media-text__content\">\n<h2 class=\"wp-block-heading has-white-color has-text-color\" style=\"margin-top:var(--wp--preset--spacing--40);margin-right:0;margin-bottom:0;margin-left:0\">Looking for business software?<\/h2>\n\n\n\n<p class=\"has-palette-color-8-color has-text-color wp-block-paragraph\" style=\"margin-top:var(--wp--preset--spacing--20);margin-bottom:var(--wp--preset--spacing--20);font-size:clamp(14px, 0.875rem + ((1vw - 3.2px) * 0.234), 17px);line-height:1.5\">Our team is here to listen carefully and offer the right solution for you.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<div class=\"wp-block-stackable-button-group stk-block-button-group stk-block stk-088e0d7\" data-block-id=\"088e0d7\"><style>.stk-088e0d7{margin-bottom:30px !important;position:relative !important}@media screen and (max-width:999px){.stk-088e0d7{margin-bottom:36px !important}}<\/style><div class=\"stk-row stk-inner-blocks stk-block-content stk-button-group\">\n<div class=\"wp-block-stackable-button stk-block-button is-style-ghost stk-block stk-cb9bee0\" data-block-id=\"cb9bee0\"><style>.stk-cb9bee0{top:23px !important}.stk-cb9bee0 .stk-button{padding-right:33px !important;padding-left:33px !important;background:var(--theme-palette-color-1,#F6891F) !important}.stk-cb9bee0 .stk-button:hover:after{background:transparent !important;opacity:1 !important}:where(.stk-hover-parent:hover,.stk-hover-parent.stk--is-hovered) .stk-cb9bee0 .stk-button:after{background:transparent !important;opacity:1 !important}.stk-cb9bee0 .stk-button:before{border-style:solid !important;border-color:var(--theme-palette-color-8,#ffffff) !important;border-top-width:0px !important;border-right-width:0px !important;border-bottom-width:0px !important;border-left-width:0px !important}.stk-cb9bee0 .stk-button__inner-text{color:var(--theme-palette-color-8,#ffffff) !important}<\/style><a class=\"stk-link stk-button stk--hover-effect-lift\" href=\"https:\/\/www.balkanservices.com\/eng\/contact\" target=\"_blank\" rel=\"noreferrer noopener\"><span class=\"has-text-color stk-button__inner-text\">Schedule a free consultation &gt;<\/span><\/a><\/div>\n<\/div><\/div>\n<\/div><figure class=\"wp-block-media-text__media\" style=\"background-image:url(https:\/\/www.balkanservices.com\/blog\/wp-content\/uploads\/2024\/01\/BOO2528-1024x638.jpg);background-position:50% 50%\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"638\" src=\"https:\/\/www.balkanservices.com\/blog\/wp-content\/uploads\/2024\/01\/BOO2528-1024x638.jpg\" alt=\"\" class=\"wp-image-3887 size-full\" srcset=\"https:\/\/balkanservices.com\/blog\/wp-content\/uploads\/2024\/01\/BOO2528-1024x638.jpg 1024w, https:\/\/balkanservices.com\/blog\/wp-content\/uploads\/2024\/01\/BOO2528-300x187.jpg 300w, https:\/\/balkanservices.com\/blog\/wp-content\/uploads\/2024\/01\/BOO2528-768x478.jpg 768w, https:\/\/balkanservices.com\/blog\/wp-content\/uploads\/2024\/01\/BOO2528-1536x957.jpg 1536w, https:\/\/balkanservices.com\/blog\/wp-content\/uploads\/2024\/01\/BOO2528-2048x1276.jpg 2048w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure><\/div>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n<\/div><\/article><\/div><\/div>\n\n\n<div class=\"wp-block-stackable-spacer stk-block-spacer stk--no-padding stk-block stk-9e751de\" data-block-id=\"9e751de\"><style>.stk-9e751de {height:35px !important;}<\/style><\/div>\n\n\n\n<h2 class=\"wp-block-heading\"><a href=\"https:\/\/balkanservices.com\/business-software-cat\/data-and-ai-solutions-for-analyses\/\" data-type=\"link\" data-id=\"https:\/\/balkanservices.com\/business-software-cat\/data-and-ai-solutions-for-analyses\/\" target=\"_blank\" rel=\"noreferrer noopener\">From Data to Decisions<\/a>: How Balkan Services Can Help<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">At Balkan Services, we help organizations turn data into a reliable foundation for decision-making. As an <a href=\"https:\/\/balkanservices.com\/\" target=\"_blank\" rel=\"noreferrer noopener\">IT consulting company specializing in business software<\/a>, data management, analytics, <a href=\"https:\/\/balkanservices.com\/business-software-cat\/data-and-ai-solutions-for-analyses\/\" target=\"_blank\" rel=\"noreferrer noopener\">BI<\/a> and digital transformation, we connect systems, improve data quality, and build environments where information is reliable, accessible, and actionable.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Balkan Services has been implementing business software solutions <strong>since 2006 and has completed more than 750 projects, including over 420 in the field of BI systems. <\/strong>Our team follows a proven implementation methodology with clear steps and practical know-how for best practices.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">As a long-standing official <a href=\"https:\/\/balkanservices.com\/business-software\/qlik\/\" target=\"_blank\" rel=\"noreferrer noopener\">Qlik<\/a> partner in Bulgaria with Authorized Reseller status and the <strong>market leader in BI solutions in Bulgaria with a 30% market share<\/strong>, we help companies build modern data and analytics environments that provide visibility across the business, support faster decisions and create a stronger foundation for AI initiatives. We believe that successful AI starts with trusted, well-structured and accessible data, not with technology alone.&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">For companies that want to use AI, BI and analytics effectively, <strong>the foundation is critical: reliable data, clear ownership, connected systems and solutions<\/strong> that support real business decisions.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Whether your goal is better reporting, stronger governance, advanced analytics or preparing your data landscape for AI, our team combines business, technology and industry expertise to help you move from information to insight and from insight to action.<\/p>\n\n\n\n<div class=\"wp-block-stackable-spacer stk-block-spacer stk--no-padding stk-block stk-59f5855\" data-block-id=\"59f5855\"><style>.stk-59f5855 {height:35px !important;}<\/style><\/div>\n\n\n\n<h2 class=\"wp-block-heading\">In summary<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">The organisations that will be ahead in the coming years will not simply be those with the most advanced AI or those that implement AI tools quickly and frequently. <strong>The leaders will be the companies that know where human judgment must remain, how it should be applied and what data foundation it needs to rely on.<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">AI can generate an answer. But without a good foundation, that answer will not necessarily be accurate or worthy of trust.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">This remains a human decision. And it starts with critical judgment.<\/p>\n\n\n\n<div class=\"wp-block-stackable-spacer stk-block-spacer stk--no-padding stk-block stk-ab16144\" data-block-id=\"ab16144\"><style>.stk-ab16144 {height:35px !important;}<\/style><\/div>\n\n\n\n<div class=\"wp-block-stackable-divider alignwide stk-block-divider stk-block stk-25f6111\" data-block-id=\"25f6111\"><hr class=\"stk-block-divider__hr\"\/><\/div>\n\n\n\n<p class=\"wp-block-paragraph\">At Balkan Services, we have expert knowledge of business, technology and legislation, and we speak all three languages. We will listen carefully to you and a<strong>dvise you on choosing the right business system<\/strong>&nbsp;for your needs<\/p>\n\n\n\n<div class=\"wp-block-stackable-button-group stk-block-button-group stk-block stk-7cd5bd8\" data-block-id=\"7cd5bd8\"><div class=\"stk-row stk-inner-blocks stk-block-content stk-button-group\">\n<div class=\"wp-block-stackable-button stk-block-button stk-block stk-def25fe\" data-block-id=\"def25fe\"><a class=\"stk-link stk-button stk--hover-effect-darken\" href=\"\" target=\"_blank\" rel=\"noreferrer noopener\"><span class=\"stk-button__inner-text\">Contact us &gt; <\/span><\/a><\/div>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-stackable-spacer stk-block-spacer stk--no-padding stk-block stk-ae2e382\" data-block-id=\"ae2e382\"><\/div>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/www.qlik.com\/blog\/the-skill-ai-cant-generate-why-discernment-is-the-new-data-literacy\" target=\"_blank\" rel=\"noreferrer noopener nofollow\"><em>Source: Qlik\u2019s Blog<\/em><\/a><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n","protected":false},"excerpt":{"rendered":"<p>AI, Data and Decision-Making: Why Critical Judgment Matters More Than Ever For more than a decade, many organisations have treated access to information as the key capability in data-driven work. In reality, access is only the starting point. The more valuable skill is the ability to recognise when information is inaccurate, incomplete or misleading. The [&hellip;]<\/p>\n","protected":false},"author":7,"featured_media":5755,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[215],"tags":[],"class_list":["post-5748","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-bi-en"],"blocksy_meta":{"styles_descriptor":{"styles":{"desktop":"","tablet":"","mobile":""},"google_fonts":[],"version":7}},"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.2 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Critical Thinking About Data in the AI Era - Balkan Services<\/title>\n<meta name=\"description\" content=\"Why and when is human critical judgment regarding business data the foundation of a company&#039;s competitiveness? 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