{"id":22134311,"date":"2026-05-12T16:09:20","date_gmt":"2026-05-12T14:09:20","guid":{"rendered":"https:\/\/netmind.net\/sin-categorizar\/organizacion-data-driven-decisiones\/"},"modified":"2026-05-25T12:21:57","modified_gmt":"2026-05-25T10:21:57","slug":"data-driven-organization-decisions","status":"publish","type":"post","link":"https:\/\/netmind.net\/en\/resources-and-povs\/data-driven-organization-decisions\/","title":{"rendered":"Data Driven"},"content":{"rendered":"\t\t
\n\t\t\t\t\t\t
\n\t\t\t\t\t\t
\n\t\t\t\t\t
\n\t\t\t
\n\t\t\t\t\t\t
\n\t\t\t\t
\n\t\t\t\t\t


More data does not always mean better decisions
<\/b>
<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
\n\t\t\t\t
\n\t\t\t\t\t\t\t\t\t

Today, organizations have access to more data, more platforms, more dashboards, and more analytical capabilities than ever before. At the same time, artificial intelligence has opened up a new opportunity to accelerate analysis, generate real-time insights, and support increasingly complex decision-making.<\/p>

And yet, many companies still face the same paradox: they have more information than ever, but that does not always translate into greater clarity, sharper focus, or better decisions.<\/strong><\/p>

Being a data-driven organization is no longer just about collecting data or implementing new tools. It is about turning available information, together with the potential of artificial intelligence, into a real organizational capability to make better decisions and create business value.<\/p><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

\n\t\t\t\t
\n\t\t\t\t\t


The real challenge is adoption<\/b>

<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
\n\t\t\t\t
\n\t\t\t\t\t\t\t
\n\t\t\t
<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
\n\t\t\t\t
\n\t\t\t\t\t\t\t\t\t

The main barrier is not always technology. Many organizations have already invested in platforms, dashboards, analytics initiatives, and even artificial intelligence solutions.<\/p>

The challenge appears when these capabilities are not naturally embedded into everyday decision-making.<\/p>

Isolated data sources, low data literacy, underused tools, cultural resistance, or decisions still based on intuition are some of the most common symptoms. Technology is evolving fast, but the organization\u2019s ability to adopt it and turn it into action does not always move at the same pace.<\/p>

\u00a0<\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
\n\t\t\t\t
\n\t\t\t\t\t

From having data to making better decisions<\/b>

<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
\n\t\t\t\t
\n\t\t\t\t\t\t\t\t\t

The real leap is not moving from \u201cnot having data\u201d to \u201chaving data.\u201d The real leap is moving from having information available to using it consistently to make better decisions.<\/p>

To achieve this, organizations need to ask deeper questions: which decisions do we want to improve, what information do we need to make them, how can AI help accelerate or enrich the analysis, who interprets the results, and how are those insights turned into concrete actions?<\/p>

This is where organizations that simply accumulate data are separated from those that turn data into a true competitive advantage<\/p>

\u00a0<\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
\n\t\t\t\t
\n\t\t\t\t\t\t\t
\n\t\t\t
<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
\n\t\t\t\t
\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\"\"\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
\n\t\t\t\t
\n\t\t\t\t\t\t\t
\n\t\t\t
<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
\n\t\t\t\t
\n\t\t\t\t\t

AI as an accelerator, not a replacement for human judgment<\/b>

<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
\n\t\t\t\t
\n\t\t\t\t\t\t\t\t\t

Artificial intelligence can multiply the value of data. It can help identify patterns, anticipate scenarios, generate hypotheses, answer complex questions, and automate part of the analysis.<\/p>

But its real impact depends on how it is used.<\/p>

An organization that is prepared to make the most of AI is not one that delegates its decisions to technology. It is one that combines automation, analysis, and human judgment. This means knowing how to ask better questions, interpret results, challenge biases, validate outputs, and turn AI-generated information into actionable decisions.<\/p>

\u00a0<\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
\n\t\t\t\t
\n\t\t\t\t\t

A data-driven transformation starts with people<\/b>

<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
\n\t\t\t\t
\n\t\t\t\t\t\t\t\t\t

In this POV, Netmind approaches the journey toward becoming a data-driven organization from a people-centered perspective.<\/p>

Because becoming data-driven is not only a change in tools. It is a change in capabilities, habits, roles, mindset, and ways of working.<\/p>

The document explores Netmind\u2019s People-based Data Transformations<\/strong> approach: a vision that connects culture, leadership, skills, processes, and technology to ensure that data and AI generate real business impact.<\/p>

\u00a0<\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
\n\t\t\t\t
\n\t\t\t\t\t

What you will find in this POV<\/b>
<\/i>
<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
\n\t\t\t\t
\n\t\t\t\t\t\t\t\t\t

In the downloadable document, you will discover what data-driven organizations do differently, why many data and AI initiatives fail to achieve the expected impact, and how to move toward a more effective, sustainable, and action-oriented transformation.<\/p>

You will also find Netmind\u2019s approach to helping organizations build the capabilities they need to turn data, AI, and human judgment into better decisions on a consistent basis.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

\n\t\t\t\t
\n\t\t\t\t\t\t\t
\n\t\t\t
<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
\n\t\t\t\t
\n\t\t\t\t\t\t\t
\n\t\t\t\t\t\t\t
\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t

\n\t\t\t\t\t\tGet our POV<\/b>\t\t\t\t\t<\/h2>\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t
\n\t\t\t\t\t\n\t\t\t\t\t\tDownload\t\t\t\t\t<\/a>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
\n\t\t\t\t
\n\t\t\t\t\t\t\t
\n\t\t\t
<\/div>\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<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t
\n\t\t\t\t\t
\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":"

Discover how to become a data-driven organization and improve decision-making with data and artificial intelligence in a realistic way.<\/p>\n","protected":false},"author":17,"featured_media":22134258,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[22001671],"tags":[],"best_practice":[],"authors_rel":[22001672],"class_list":["post-22134311","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-resources-and-povs"],"yoast_head":"\nData-Driven Organization: Making better decisions with AI and Data<\/title>\n<meta name=\"description\" content=\"Discover how to become a data-driven organization and improve decision-making with data and artificial intelligence in a realistic way.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/netmind.net\/en\/resources-and-povs\/data-driven-organization-decisions\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Data Driven\" \/>\n<meta property=\"og:description\" content=\"Discover how to become a data-driven organization and improve decision-making with data and artificial intelligence in a realistic way.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/netmind.net\/en\/resources-and-povs\/data-driven-organization-decisions\/\" \/>\n<meta property=\"og:site_name\" content=\"Netmind\" \/>\n<meta property=\"article:published_time\" content=\"2026-05-12T14:09:20+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2026-05-25T10:21:57+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/netmind.net\/wp-content\/uploads\/2026\/05\/shutterstock_2601274273-scaled.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"2560\" \/>\n\t<meta property=\"og:image:height\" content=\"1398\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"Alfred Maeso Aztarain\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:title\" content=\"Kanban con un toque de IA: Superpoderes para organizar y priorizar mejor\" \/>\n<meta name=\"twitter:description\" content=\"La IA ha llegado para quedarse y revolucionarlo todo, principalmente, nuestra forma de trabajar. Este art\u00edculo explora c\u00f3mo la IA puede amplificar la potencia de Kanban para transformar la gesti\u00f3n \u00e1gil de los proyectos, servicios y productos con la automatizaci\u00f3n de tareas y la optimizaci\u00f3n de flujos de trabajo, la priorizaci\u00f3n inteligente y los an\u00e1lisis predictivos.\" \/>\n<meta name=\"twitter:image\" content=\"https:\/\/netmind.net\/wp-content\/uploads\/2016\/02\/imgdestacada-web_blog-scaled.jpg\" \/>\n<meta name=\"twitter:creator\" content=\"@Amaeso\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Alfred Maeso Aztarain\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"3 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/netmind.net\\\/en\\\/resources-and-povs\\\/data-driven-organization-decisions\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/netmind.net\\\/en\\\/resources-and-povs\\\/data-driven-organization-decisions\\\/\"},\"author\":{\"name\":\"Alfred Maeso Aztarain\",\"@id\":\"https:\\\/\\\/netmind.net\\\/en\\\/#\\\/schema\\\/person\\\/f255dd13d74000cb85a2a973215e3b66\"},\"headline\":\"Data Driven\",\"datePublished\":\"2026-05-12T14:09:20+00:00\",\"dateModified\":\"2026-05-25T10:21:57+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/netmind.net\\\/en\\\/resources-and-povs\\\/data-driven-organization-decisions\\\/\"},\"wordCount\":559,\"publisher\":{\"@id\":\"https:\\\/\\\/netmind.net\\\/en\\\/#organization\"},\"image\":{\"@id\":\"https:\\\/\\\/netmind.net\\\/en\\\/resources-and-povs\\\/data-driven-organization-decisions\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/netmind.net\\\/wp-content\\\/uploads\\\/2026\\\/05\\\/shutterstock_2601274273-scaled.jpg\",\"articleSection\":[\"Resources & POVs\"],\"inLanguage\":\"en-US\"},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/netmind.net\\\/en\\\/resources-and-povs\\\/data-driven-organization-decisions\\\/\",\"url\":\"https:\\\/\\\/netmind.net\\\/en\\\/resources-and-povs\\\/data-driven-organization-decisions\\\/\",\"name\":\"Data-Driven Organization: Making better decisions with AI and Data\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/netmind.net\\\/en\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/netmind.net\\\/en\\\/resources-and-povs\\\/data-driven-organization-decisions\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/netmind.net\\\/en\\\/resources-and-povs\\\/data-driven-organization-decisions\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/netmind.net\\\/wp-content\\\/uploads\\\/2026\\\/05\\\/shutterstock_2601274273-scaled.jpg\",\"datePublished\":\"2026-05-12T14:09:20+00:00\",\"dateModified\":\"2026-05-25T10:21:57+00:00\",\"description\":\"Discover how to become a data-driven organization and improve decision-making with data and artificial intelligence in a realistic way.\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/netmind.net\\\/en\\\/resources-and-povs\\\/data-driven-organization-decisions\\\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/netmind.net\\\/en\\\/resources-and-povs\\\/data-driven-organization-decisions\\\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/netmind.net\\\/en\\\/resources-and-povs\\\/data-driven-organization-decisions\\\/#primaryimage\",\"url\":\"https:\\\/\\\/netmind.net\\\/wp-content\\\/uploads\\\/2026\\\/05\\\/shutterstock_2601274273-scaled.jpg\",\"contentUrl\":\"https:\\\/\\\/netmind.net\\\/wp-content\\\/uploads\\\/2026\\\/05\\\/shutterstock_2601274273-scaled.jpg\",\"width\":2560,\"height\":1398},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/netmind.net\\\/en\\\/resources-and-povs\\\/data-driven-organization-decisions\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/netmind.net\\\/en\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Resources & POVs\",\"item\":\"https:\\\/\\\/netmind.net\\\/en\\\/category\\\/resources-and-povs\\\/\"},{\"@type\":\"ListItem\",\"position\":3,\"name\":\"Data Driven\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/netmind.net\\\/en\\\/#website\",\"url\":\"https:\\\/\\\/netmind.net\\\/en\\\/\",\"name\":\"Netmind\",\"description\":\"Digital Business Transformation | Agile Transformation | Business Analysis\",\"publisher\":{\"@id\":\"https:\\\/\\\/netmind.net\\\/en\\\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/netmind.net\\\/en\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-US\"},{\"@type\":\"Organization\",\"@id\":\"https:\\\/\\\/netmind.net\\\/en\\\/#organization\",\"name\":\"Netmind\",\"url\":\"https:\\\/\\\/netmind.net\\\/en\\\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/netmind.net\\\/en\\\/#\\\/schema\\\/logo\\\/image\\\/\",\"url\":\"https:\\\/\\\/netmind.net\\\/wp-content\\\/uploads\\\/2020\\\/08\\\/NM-BTS-Logo-2021_Blue-1.svg\",\"contentUrl\":\"https:\\\/\\\/netmind.net\\\/wp-content\\\/uploads\\\/2020\\\/08\\\/NM-BTS-Logo-2021_Blue-1.svg\",\"width\":360.64,\"height\":82,\"caption\":\"Netmind\"},\"image\":{\"@id\":\"https:\\\/\\\/netmind.net\\\/en\\\/#\\\/schema\\\/logo\\\/image\\\/\"}},{\"@type\":\"Person\",\"@id\":\"https:\\\/\\\/netmind.net\\\/en\\\/#\\\/schema\\\/person\\\/f255dd13d74000cb85a2a973215e3b66\",\"name\":\"Alfred Maeso Aztarain\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/5cfbba39cabfe8878c33abbc9a9b47a9b8f31676d91bcbf83d981097ae0a9567?s=96&r=g\",\"url\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/5cfbba39cabfe8878c33abbc9a9b47a9b8f31676d91bcbf83d981097ae0a9567?s=96&r=g\",\"contentUrl\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/5cfbba39cabfe8878c33abbc9a9b47a9b8f31676d91bcbf83d981097ae0a9567?s=96&r=g\",\"caption\":\"Alfred Maeso Aztarain\"},\"description\":\"Alfred\",\"sameAs\":[\"https:\\\/\\\/www.linkedin.com\\\/in\\\/alfredmaeso\\\/\",\"https:\\\/\\\/x.com\\\/Amaeso\"]}]}<\/script>\n<!-- \/ Yoast SEO Premium plugin. -->","yoast_head_json":{"title":"Data-Driven Organization: Making better decisions with AI and Data","description":"Discover how to become a data-driven organization and improve decision-making with data and artificial intelligence in a realistic way.","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/netmind.net\/en\/resources-and-povs\/data-driven-organization-decisions\/","og_locale":"en_US","og_type":"article","og_title":"Data Driven","og_description":"Discover how to become a data-driven organization and improve decision-making with data and artificial intelligence in a realistic way.","og_url":"https:\/\/netmind.net\/en\/resources-and-povs\/data-driven-organization-decisions\/","og_site_name":"Netmind","article_published_time":"2026-05-12T14:09:20+00:00","article_modified_time":"2026-05-25T10:21:57+00:00","og_image":[{"width":2560,"height":1398,"url":"https:\/\/netmind.net\/wp-content\/uploads\/2026\/05\/shutterstock_2601274273-scaled.jpg","type":"image\/jpeg"}],"author":"Alfred Maeso Aztarain","twitter_card":"summary_large_image","twitter_title":"Kanban con un toque de IA: Superpoderes para organizar y priorizar mejor","twitter_description":"La IA ha llegado para quedarse y revolucionarlo todo, principalmente, nuestra forma de trabajar. Este art\u00edculo explora c\u00f3mo la IA puede amplificar la potencia de Kanban para transformar la gesti\u00f3n \u00e1gil de los proyectos, servicios y productos con la automatizaci\u00f3n de tareas y la optimizaci\u00f3n de flujos de trabajo, la priorizaci\u00f3n inteligente y los an\u00e1lisis predictivos.","twitter_image":"https:\/\/netmind.net\/wp-content\/uploads\/2016\/02\/imgdestacada-web_blog-scaled.jpg","twitter_creator":"@Amaeso","twitter_misc":{"Written by":"Alfred Maeso Aztarain","Est. reading time":"3 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/netmind.net\/en\/resources-and-povs\/data-driven-organization-decisions\/#article","isPartOf":{"@id":"https:\/\/netmind.net\/en\/resources-and-povs\/data-driven-organization-decisions\/"},"author":{"name":"Alfred Maeso Aztarain","@id":"https:\/\/netmind.net\/en\/#\/schema\/person\/f255dd13d74000cb85a2a973215e3b66"},"headline":"Data Driven","datePublished":"2026-05-12T14:09:20+00:00","dateModified":"2026-05-25T10:21:57+00:00","mainEntityOfPage":{"@id":"https:\/\/netmind.net\/en\/resources-and-povs\/data-driven-organization-decisions\/"},"wordCount":559,"publisher":{"@id":"https:\/\/netmind.net\/en\/#organization"},"image":{"@id":"https:\/\/netmind.net\/en\/resources-and-povs\/data-driven-organization-decisions\/#primaryimage"},"thumbnailUrl":"https:\/\/netmind.net\/wp-content\/uploads\/2026\/05\/shutterstock_2601274273-scaled.jpg","articleSection":["Resources & POVs"],"inLanguage":"en-US"},{"@type":"WebPage","@id":"https:\/\/netmind.net\/en\/resources-and-povs\/data-driven-organization-decisions\/","url":"https:\/\/netmind.net\/en\/resources-and-povs\/data-driven-organization-decisions\/","name":"Data-Driven Organization: Making better decisions with AI and Data","isPartOf":{"@id":"https:\/\/netmind.net\/en\/#website"},"primaryImageOfPage":{"@id":"https:\/\/netmind.net\/en\/resources-and-povs\/data-driven-organization-decisions\/#primaryimage"},"image":{"@id":"https:\/\/netmind.net\/en\/resources-and-povs\/data-driven-organization-decisions\/#primaryimage"},"thumbnailUrl":"https:\/\/netmind.net\/wp-content\/uploads\/2026\/05\/shutterstock_2601274273-scaled.jpg","datePublished":"2026-05-12T14:09:20+00:00","dateModified":"2026-05-25T10:21:57+00:00","description":"Discover how to become a data-driven organization and improve decision-making with data and artificial intelligence in a realistic way.","breadcrumb":{"@id":"https:\/\/netmind.net\/en\/resources-and-povs\/data-driven-organization-decisions\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/netmind.net\/en\/resources-and-povs\/data-driven-organization-decisions\/"]}]},{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/netmind.net\/en\/resources-and-povs\/data-driven-organization-decisions\/#primaryimage","url":"https:\/\/netmind.net\/wp-content\/uploads\/2026\/05\/shutterstock_2601274273-scaled.jpg","contentUrl":"https:\/\/netmind.net\/wp-content\/uploads\/2026\/05\/shutterstock_2601274273-scaled.jpg","width":2560,"height":1398},{"@type":"BreadcrumbList","@id":"https:\/\/netmind.net\/en\/resources-and-povs\/data-driven-organization-decisions\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/netmind.net\/en\/"},{"@type":"ListItem","position":2,"name":"Resources & POVs","item":"https:\/\/netmind.net\/en\/category\/resources-and-povs\/"},{"@type":"ListItem","position":3,"name":"Data Driven"}]},{"@type":"WebSite","@id":"https:\/\/netmind.net\/en\/#website","url":"https:\/\/netmind.net\/en\/","name":"Netmind","description":"Digital Business Transformation | Agile Transformation | Business Analysis","publisher":{"@id":"https:\/\/netmind.net\/en\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/netmind.net\/en\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"},{"@type":"Organization","@id":"https:\/\/netmind.net\/en\/#organization","name":"Netmind","url":"https:\/\/netmind.net\/en\/","logo":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/netmind.net\/en\/#\/schema\/logo\/image\/","url":"https:\/\/netmind.net\/wp-content\/uploads\/2020\/08\/NM-BTS-Logo-2021_Blue-1.svg","contentUrl":"https:\/\/netmind.net\/wp-content\/uploads\/2020\/08\/NM-BTS-Logo-2021_Blue-1.svg","width":360.64,"height":82,"caption":"Netmind"},"image":{"@id":"https:\/\/netmind.net\/en\/#\/schema\/logo\/image\/"}},{"@type":"Person","@id":"https:\/\/netmind.net\/en\/#\/schema\/person\/f255dd13d74000cb85a2a973215e3b66","name":"Alfred Maeso Aztarain","image":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/secure.gravatar.com\/avatar\/5cfbba39cabfe8878c33abbc9a9b47a9b8f31676d91bcbf83d981097ae0a9567?s=96&r=g","url":"https:\/\/secure.gravatar.com\/avatar\/5cfbba39cabfe8878c33abbc9a9b47a9b8f31676d91bcbf83d981097ae0a9567?s=96&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/5cfbba39cabfe8878c33abbc9a9b47a9b8f31676d91bcbf83d981097ae0a9567?s=96&r=g","caption":"Alfred Maeso Aztarain"},"description":"Alfred","sameAs":["https:\/\/www.linkedin.com\/in\/alfredmaeso\/","https:\/\/x.com\/Amaeso"]}]}},"_links":{"self":[{"href":"https:\/\/netmind.net\/en\/wp-json\/wp\/v2\/posts\/22134311","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/netmind.net\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/netmind.net\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/netmind.net\/en\/wp-json\/wp\/v2\/users\/17"}],"replies":[{"embeddable":true,"href":"https:\/\/netmind.net\/en\/wp-json\/wp\/v2\/comments?post=22134311"}],"version-history":[{"count":7,"href":"https:\/\/netmind.net\/en\/wp-json\/wp\/v2\/posts\/22134311\/revisions"}],"predecessor-version":[{"id":22134455,"href":"https:\/\/netmind.net\/en\/wp-json\/wp\/v2\/posts\/22134311\/revisions\/22134455"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/netmind.net\/en\/wp-json\/wp\/v2\/media\/22134258"}],"wp:attachment":[{"href":"https:\/\/netmind.net\/en\/wp-json\/wp\/v2\/media?parent=22134311"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/netmind.net\/en\/wp-json\/wp\/v2\/categories?post=22134311"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/netmind.net\/en\/wp-json\/wp\/v2\/tags?post=22134311"},{"taxonomy":"best_practice","embeddable":true,"href":"https:\/\/netmind.net\/en\/wp-json\/wp\/v2\/best_practice?post=22134311"},{"taxonomy":"authors_rel","embeddable":true,"href":"https:\/\/netmind.net\/en\/wp-json\/wp\/v2\/authors_rel?post=22134311"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}