{"id":25648,"date":"2025-07-09T16:34:45","date_gmt":"2025-07-09T14:34:45","guid":{"rendered":"https:\/\/www.eurotechconseil.com\/en\/?p=25648"},"modified":"2026-04-06T13:15:46","modified_gmt":"2026-04-06T11:15:46","slug":"vertex-ai","status":"publish","type":"post","link":"https:\/\/www.eurotechconseil.com\/en\/blog\/vertex-ai\/","title":{"rendered":"Vertex AI: The Smart Way to Build and Scale Machine Learning in 2025"},"content":{"rendered":"<p>[et_pb_section fb_built=&#8221;1&#8243; admin_label=&#8221;section&#8221; _builder_version=&#8221;4.16&#8243; global_colors_info=&#8221;{}&#8221;][et_pb_row admin_label=&#8221;row&#8221; _builder_version=&#8221;4.16&#8243; background_size=&#8221;initial&#8221; background_position=&#8221;top_left&#8221; background_repeat=&#8221;repeat&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_column type=&#8221;4_4&#8243; _builder_version=&#8221;4.16&#8243; custom_padding=&#8221;|||&#8221; global_colors_info=&#8221;{}&#8221; custom_padding__hover=&#8221;|||&#8221;][et_pb_text _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<h1>Vertex AI: The Smart Way to Build and Scale Machine Learning in 2025<\/h1>\n<p>[\/et_pb_text][et_pb_text _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<p style=\"text-align: left;\">In 2025, artificial intelligence is no longer optional\u2014it\u2019s essential. But building effective AI systems requires more than just models. It takes data pipelines, governance, automation, and above all, integration.That\u2019s where Vertex AI comes in.<\/p>\n<p style=\"text-align: left;\">Developed by Google Cloud, Vertex AI is a fully managed, unified platform that enables teams to develop, deploy, and manage machine learning models\u2014all in one place. Whether you\u2019re a data scientist, ML engineer, or product owner, Vertex AI allows you to go from prototype to production with efficiency, security, and scale.[\/et_pb_text][et_pb_text _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<h2><strong>What Is Vertex AI?<\/strong><\/h2>\n<p>[\/et_pb_text][et_pb_text _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;]<strong>Vertex AI<\/strong> is Google Cloud\u2019s integrated AI platform that simplifies the full machine learning lifecycle. It combines model training, deployment, MLOps, monitoring, and governance\u2014without forcing users to jump between different tools.<\/p>\n<p>It supports:<\/p>\n<ul>\n<li><strong>AutoML<\/strong> for no-code model training<\/li>\n<li><strong>Custom training<\/strong> with TensorFlow, PyTorch, and scikit-learn<\/li>\n<li><strong>Feature engineering<\/strong> with a centralized Feature Store<\/li>\n<li><strong>Scalable model deployment<\/strong> through fully managed endpoints<\/li>\n<li><strong>Drift and anomaly monitoring<\/strong> for production models<\/li>\n<li><strong>Automated pipelines<\/strong> with built-in version control<\/li>\n<\/ul>\n<p>What sets Vertex AI apart is how deeply it\u2019s embedded into the <strong>Google Cloud ecosystem<\/strong>\u2014connecting directly with BigQuery, Cloud Storage, Looker, and more.<\/p>\n<p style=\"text-align: left;\">In short: Vertex AI lets teams <strong>build smarter and faster<\/strong>, with fewer dependencies and more control.<\/p>\n<p>[\/et_pb_text][et_pb_text _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<h2><strong>How Does Vertex AI Work?<\/strong><\/h2>\n<p>[\/et_pb_text][et_pb_text _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<p style=\"text-align: left;\">Vertex AI operates through a modular architecture where every step of the ML lifecycle is interconnected\u2014but independently manageable.<\/p>\n<p style=\"text-align: left;\"><strong>1. Data Ingestion<\/strong><br \/>Bring data into Vertex AI from BigQuery, Cloud Storage, or real-time feeds like Pub\/Sub. Structured, unstructured, or multi-modal data can be processed.<\/p>\n<p style=\"text-align: left;\"><strong>2. Feature Engineering<\/strong><br \/>Use the Vertex AI Feature Store to store, share, and version ML-ready features. This ensures consistency between training and serving.<\/p>\n<p style=\"text-align: left;\"><strong>3. Model Training<\/strong><\/p>\n<p>Choose between:<\/p>\n<ul>\n<li>AutoML: Google&#8217;s automated ML for structured, vision, or language data<\/li>\n<li>Custom Training: Use your own training code on managed infrastructure (with GPU\/TPU support)<\/li>\n<\/ul>\n<p style=\"text-align: left;\"><strong>4. Model Management<\/strong><br \/>Register models in the Model Registry, track metadata, audit lineage, and manage versioning with built-in approval workflows.<\/p>\n<p style=\"text-align: left;\"><strong>5. Deployment<\/strong><br \/>Deploy models via low-latency endpoints for real-time prediction or batch jobs for large datasets. Endpoints are auto-scalable and secure.<\/p>\n<p style=\"text-align: left;\"><strong>6. Monitoring<\/strong><br \/>Use Vertex Model Monitoring to track prediction quality, detect drift, and trigger retraining or alerts.<\/p>\n<p style=\"text-align: left;\"><strong>7. Automation &amp; MLOps<\/strong><br \/>Orchestrate workflows with Vertex Pipelines (Kubeflow-compatible) to automate training, evaluation, deployment, and monitoring.<\/p>\n<p>[\/et_pb_text][et_pb_text _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<h2><strong>Key Advantages of Vertex AI<\/strong><\/h2>\n<p>[\/et_pb_text][et_pb_text _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<p style=\"text-align: left;\">Why are startups, enterprises, and AI-first companies adopting Vertex AI in 2025?<br \/><strong>1. All-in-One Environment<\/strong><br \/>Train, deploy, monitor, and govern ML models in one platform\u2014no tool-switching or external hosting needed.<br \/><strong>2. Low-Code &amp; Pro-Code Flexibility<\/strong><br \/>From AutoML to TensorFlow, Vertex AI is accessible for analysts and powerful enough for ML engineers.<br \/><strong>3. Seamless Google Cloud Integration<\/strong><br \/>Connect directly to BigQuery, Dataflow, Looker, Kubernetes, and more\u2014with minimal setup.<br \/><strong>4. Enterprise-Grade Security<\/strong><br \/>Built-in IAM, audit logs, private endpoints, and support for compliance frameworks (SOC 2, ISO 27001, GDPR).<br \/><strong>5. Reusability &amp; Collaboration<\/strong><br \/>The Feature Store, Notebooks, and Pipelines allow teams to reuse components across multiple projects.<br \/><strong>6. Production-Ready Scaling<\/strong><br \/>Fully managed deployment infrastructure supports millions of predictions per second with auto-scaling and failover.<br \/><strong>7. Explainable &amp; Responsible AI<\/strong><br \/>Use built-in tools to explain model predictions and ensure fairness, transparency, and governance.<\/p>\n<p>[\/et_pb_text][et_pb_text _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<h2><strong>Who Should Use Vertex AI?<\/strong><\/h2>\n<p>[\/et_pb_text][et_pb_text _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<p>Vertex AI is ideal for:<\/p>\n<ul>\n<li>Teams using Google Cloud for data and infrastructure<\/li>\n<li>Enterprises needing governed and auditable AI<\/li>\n<li>Developers adding AI features without building custom infrastructure<\/li>\n<li>ML engineers managing complex model pipelines<\/li>\n<li>Organizations scaling from POC to full AI productization<\/li>\n<\/ul>\n<p>Whether you&#8217;re building recommendation engines, chatbots, fraud detection models, or demand forecasting systems\u2014Vertex AI can support the full journey.<\/p>\n<p>[\/et_pb_text][et_pb_text _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<h2><strong>What\u2019s New in Vertex AI for 2025?<\/strong><\/h2>\n<p>[\/et_pb_text][et_pb_text _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<p style=\"text-align: left;\">Google has heavily updated Vertex AI with cutting-edge features :<br \/>\n<strong>Generative AI Tools<\/strong><br \/>\nTrain and deploy foundation models (PaLM 2, Gemini) and fine-tune with private data.<\/p>\n<p style=\"text-align: left;\"><strong>Vector Search + RAG<\/strong><br \/>\nUse semantic search and retrieval-augmented generation (RAG) to build custom chatbots or internal LLMs.<\/p>\n<p style=\"text-align: left;\"><strong>Multi-Modal AI<\/strong><\/p>\n<p>Train models using text, image, tabular, and time-series data in the same pipeline.<br \/>\n<strong>Agent Orchestration<\/strong><br \/>\nChain models together to perform complex tasks\u2014e.g., summarize data, call APIs, and return answers.<\/p>\n<p>[\/et_pb_text][et_pb_text _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<h2><strong>Why CTOs and Product Teams Are Paying Attention<\/strong><\/h2>\n<p>[\/et_pb_text][et_pb_text _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<p style=\"text-align: left;\">For C-level leaders, Vertex AI delivers:<\/p>\n<ul style=\"text-align: left;\">\n<li style=\"text-align: left;\">Speed: Move from idea to production in weeks<\/li>\n<li style=\"text-align: left;\">Clarity: Full visibility into data lineage, model metrics, and ROI<\/li>\n<li style=\"text-align: left;\">Security: Built-in compliance, role management, and endpoint protection<\/li>\n<li style=\"text-align: left;\">Scalability: ML infrastructure that grows with your product<\/li>\n<\/ul>\n<p style=\"text-align: left;\">In 2025, AI is a business strategy. Vertex AI makes it actionable.<\/p>\n<p>[\/et_pb_text][et_pb_text _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<h2><strong>Conclusion<\/strong><\/h2>\n<p>[\/et_pb_text][et_pb_text _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<p style=\"text-align: left;\">In today\u2019s fast-moving AI landscape, companies can\u2019t afford to spend months building infrastructure from scratch.<br \/>Vertex AI provides everything teams need to create intelligent applications\u2014faster, more securely, and at scale.<br \/>It\u2019s not just a platform for ML engineers\u2014it\u2019s an ecosystem for entire organizations to collaborate around AI. From AutoML to custom LLMs, from prototypes to production\u2014Vertex AI is how smart teams build smarter software.<\/p>\n<p>[\/et_pb_text][\/et_pb_column][\/et_pb_row][\/et_pb_section]<\/p>\n","protected":false},"excerpt":{"rendered":"<p>In 2025, artificial intelligence is no longer optional\u2014it\u2019s essential. But building effective AI systems requires more than just models. <\/p>\n","protected":false},"author":1,"featured_media":26510,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_et_pb_use_builder":"on","_et_pb_old_content":"","_et_gb_content_width":"","footnotes":""},"categories":[62],"tags":[26,143],"class_list":["post-25648","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ia","tag-artificial-intelligence","tag-software"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>What is Vertex AI used for?<\/title>\n<meta name=\"description\" content=\"Discover how Vertex AI empowers teams to build, deploy, and scale ML in 2025. Unified workflows, AutoML, security, and production-ready AI.\" \/>\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.eurotechconseil.com\/en\/blog\/vertex-ai\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"What is Vertex AI used for?\" \/>\n<meta property=\"og:description\" content=\"Discover how Vertex AI empowers teams to build, deploy, and scale ML in 2025. Unified workflows, AutoML, security, and production-ready AI.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.eurotechconseil.com\/en\/blog\/vertex-ai\/\" \/>\n<meta property=\"og:site_name\" content=\"Eurotechconseil\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/eurotechconseilfrance\/\" \/>\n<meta property=\"article:published_time\" content=\"2025-07-09T14:34:45+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2026-04-06T11:15:46+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.eurotechconseil.com\/en\/wp-content\/uploads\/2025\/07\/Vertex-ai.webp\" \/>\n\t<meta property=\"og:image:width\" content=\"365\" \/>\n\t<meta property=\"og:image:height\" content=\"218\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/webp\" \/>\n<meta name=\"author\" content=\"Eurotechconseil\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@eurotechconseil\" \/>\n<meta name=\"twitter:site\" content=\"@eurotechconseil\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Eurotechconseil\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"4 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/www.eurotechconseil.com\\\/en\\\/blog\\\/vertex-ai\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/www.eurotechconseil.com\\\/en\\\/blog\\\/vertex-ai\\\/\"},\"author\":{\"name\":\"Eurotechconseil\",\"@id\":\"https:\\\/\\\/www.eurotechconseil.com\\\/en\\\/#\\\/schema\\\/person\\\/7e817c65e51afd1a598ebefb45995b2b\"},\"headline\":\"Vertex AI: The Smart Way to Build and Scale Machine Learning in 2025\",\"datePublished\":\"2025-07-09T14:34:45+00:00\",\"dateModified\":\"2026-04-06T11:15:46+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/www.eurotechconseil.com\\\/en\\\/blog\\\/vertex-ai\\\/\"},\"wordCount\":1098,\"commentCount\":0,\"publisher\":{\"@id\":\"https:\\\/\\\/www.eurotechconseil.com\\\/en\\\/#organization\"},\"image\":{\"@id\":\"https:\\\/\\\/www.eurotechconseil.com\\\/en\\\/blog\\\/vertex-ai\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/www.eurotechconseil.com\\\/en\\\/wp-content\\\/uploads\\\/2025\\\/07\\\/Vertex-ai.webp\",\"keywords\":[\"#Artificial intelligence\",\"#Software\"],\"articleSection\":[\"IA\"],\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\\\/\\\/www.eurotechconseil.com\\\/en\\\/blog\\\/vertex-ai\\\/#respond\"]}]},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/www.eurotechconseil.com\\\/en\\\/blog\\\/vertex-ai\\\/\",\"url\":\"https:\\\/\\\/www.eurotechconseil.com\\\/en\\\/blog\\\/vertex-ai\\\/\",\"name\":\"What is Vertex AI used for?\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/www.eurotechconseil.com\\\/en\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/www.eurotechconseil.com\\\/en\\\/blog\\\/vertex-ai\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/www.eurotechconseil.com\\\/en\\\/blog\\\/vertex-ai\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/www.eurotechconseil.com\\\/en\\\/wp-content\\\/uploads\\\/2025\\\/07\\\/Vertex-ai.webp\",\"datePublished\":\"2025-07-09T14:34:45+00:00\",\"dateModified\":\"2026-04-06T11:15:46+00:00\",\"description\":\"Discover how Vertex AI empowers teams to build, deploy, and scale ML in 2025. Unified workflows, AutoML, security, and production-ready AI.\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/www.eurotechconseil.com\\\/en\\\/blog\\\/vertex-ai\\\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/www.eurotechconseil.com\\\/en\\\/blog\\\/vertex-ai\\\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/www.eurotechconseil.com\\\/en\\\/blog\\\/vertex-ai\\\/#primaryimage\",\"url\":\"https:\\\/\\\/www.eurotechconseil.com\\\/en\\\/wp-content\\\/uploads\\\/2025\\\/07\\\/Vertex-ai.webp\",\"contentUrl\":\"https:\\\/\\\/www.eurotechconseil.com\\\/en\\\/wp-content\\\/uploads\\\/2025\\\/07\\\/Vertex-ai.webp\",\"width\":365,\"height\":218},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/www.eurotechconseil.com\\\/en\\\/blog\\\/vertex-ai\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/www.eurotechconseil.com\\\/en\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Vertex AI: The Smart Way to Build and Scale Machine Learning in 2025\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/www.eurotechconseil.com\\\/en\\\/#website\",\"url\":\"https:\\\/\\\/www.eurotechconseil.com\\\/en\\\/\",\"name\":\"Euro Tech Conseil\",\"description\":\"Software development company\",\"publisher\":{\"@id\":\"https:\\\/\\\/www.eurotechconseil.com\\\/en\\\/#organization\"},\"alternateName\":\"Euro Tech Conseil\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/www.eurotechconseil.com\\\/en\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-US\"},{\"@type\":\"Organization\",\"@id\":\"https:\\\/\\\/www.eurotechconseil.com\\\/en\\\/#organization\",\"name\":\"Euro Tech Conseil\",\"alternateName\":\"Euro Tech Conseil\",\"url\":\"https:\\\/\\\/www.eurotechconseil.com\\\/en\\\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/www.eurotechconseil.com\\\/en\\\/#\\\/schema\\\/logo\\\/image\\\/\",\"url\":\"https:\\\/\\\/www.eurotechconseil.com\\\/en\\\/wp-content\\\/uploads\\\/2026\\\/04\\\/logo-etc-en.webp\",\"contentUrl\":\"https:\\\/\\\/www.eurotechconseil.com\\\/en\\\/wp-content\\\/uploads\\\/2026\\\/04\\\/logo-etc-en.webp\",\"width\":88,\"height\":35,\"caption\":\"Euro Tech Conseil\"},\"image\":{\"@id\":\"https:\\\/\\\/www.eurotechconseil.com\\\/en\\\/#\\\/schema\\\/logo\\\/image\\\/\"},\"sameAs\":[\"https:\\\/\\\/www.facebook.com\\\/eurotechconseilfrance\\\/\",\"https:\\\/\\\/x.com\\\/eurotechconseil\"]},{\"@type\":\"Person\",\"@id\":\"https:\\\/\\\/www.eurotechconseil.com\\\/en\\\/#\\\/schema\\\/person\\\/7e817c65e51afd1a598ebefb45995b2b\",\"name\":\"Eurotechconseil\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/0d3182bb9b74af92755e7d6b83fe4ce97d1f45f082632bc795d6b69a35d7bf19?s=96&d=mm&r=g\",\"url\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/0d3182bb9b74af92755e7d6b83fe4ce97d1f45f082632bc795d6b69a35d7bf19?s=96&d=mm&r=g\",\"contentUrl\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/0d3182bb9b74af92755e7d6b83fe4ce97d1f45f082632bc795d6b69a35d7bf19?s=96&d=mm&r=g\",\"caption\":\"Eurotechconseil\"},\"sameAs\":[\"https:\\\/\\\/www.eurotechconseil.com\\\/en\"],\"url\":\"https:\\\/\\\/www.eurotechconseil.com\\\/en\\\/blog\\\/author\\\/admin00\\\/\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"What is Vertex AI used for?","description":"Discover how Vertex AI empowers teams to build, deploy, and scale ML in 2025. Unified workflows, AutoML, security, and production-ready AI.","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:\/\/www.eurotechconseil.com\/en\/blog\/vertex-ai\/","og_locale":"en_US","og_type":"article","og_title":"What is Vertex AI used for?","og_description":"Discover how Vertex AI empowers teams to build, deploy, and scale ML in 2025. Unified workflows, AutoML, security, and production-ready AI.","og_url":"https:\/\/www.eurotechconseil.com\/en\/blog\/vertex-ai\/","og_site_name":"Eurotechconseil","article_publisher":"https:\/\/www.facebook.com\/eurotechconseilfrance\/","article_published_time":"2025-07-09T14:34:45+00:00","article_modified_time":"2026-04-06T11:15:46+00:00","og_image":[{"width":365,"height":218,"url":"https:\/\/www.eurotechconseil.com\/en\/wp-content\/uploads\/2025\/07\/Vertex-ai.webp","type":"image\/webp"}],"author":"Eurotechconseil","twitter_card":"summary_large_image","twitter_creator":"@eurotechconseil","twitter_site":"@eurotechconseil","twitter_misc":{"Written by":"Eurotechconseil","Est. reading time":"4 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/www.eurotechconseil.com\/en\/blog\/vertex-ai\/#article","isPartOf":{"@id":"https:\/\/www.eurotechconseil.com\/en\/blog\/vertex-ai\/"},"author":{"name":"Eurotechconseil","@id":"https:\/\/www.eurotechconseil.com\/en\/#\/schema\/person\/7e817c65e51afd1a598ebefb45995b2b"},"headline":"Vertex AI: The Smart Way to Build and Scale Machine Learning in 2025","datePublished":"2025-07-09T14:34:45+00:00","dateModified":"2026-04-06T11:15:46+00:00","mainEntityOfPage":{"@id":"https:\/\/www.eurotechconseil.com\/en\/blog\/vertex-ai\/"},"wordCount":1098,"commentCount":0,"publisher":{"@id":"https:\/\/www.eurotechconseil.com\/en\/#organization"},"image":{"@id":"https:\/\/www.eurotechconseil.com\/en\/blog\/vertex-ai\/#primaryimage"},"thumbnailUrl":"https:\/\/www.eurotechconseil.com\/en\/wp-content\/uploads\/2025\/07\/Vertex-ai.webp","keywords":["#Artificial intelligence","#Software"],"articleSection":["IA"],"inLanguage":"en-US","potentialAction":[{"@type":"CommentAction","name":"Comment","target":["https:\/\/www.eurotechconseil.com\/en\/blog\/vertex-ai\/#respond"]}]},{"@type":"WebPage","@id":"https:\/\/www.eurotechconseil.com\/en\/blog\/vertex-ai\/","url":"https:\/\/www.eurotechconseil.com\/en\/blog\/vertex-ai\/","name":"What is Vertex AI used for?","isPartOf":{"@id":"https:\/\/www.eurotechconseil.com\/en\/#website"},"primaryImageOfPage":{"@id":"https:\/\/www.eurotechconseil.com\/en\/blog\/vertex-ai\/#primaryimage"},"image":{"@id":"https:\/\/www.eurotechconseil.com\/en\/blog\/vertex-ai\/#primaryimage"},"thumbnailUrl":"https:\/\/www.eurotechconseil.com\/en\/wp-content\/uploads\/2025\/07\/Vertex-ai.webp","datePublished":"2025-07-09T14:34:45+00:00","dateModified":"2026-04-06T11:15:46+00:00","description":"Discover how Vertex AI empowers teams to build, deploy, and scale ML in 2025. Unified workflows, AutoML, security, and production-ready AI.","breadcrumb":{"@id":"https:\/\/www.eurotechconseil.com\/en\/blog\/vertex-ai\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/www.eurotechconseil.com\/en\/blog\/vertex-ai\/"]}]},{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/www.eurotechconseil.com\/en\/blog\/vertex-ai\/#primaryimage","url":"https:\/\/www.eurotechconseil.com\/en\/wp-content\/uploads\/2025\/07\/Vertex-ai.webp","contentUrl":"https:\/\/www.eurotechconseil.com\/en\/wp-content\/uploads\/2025\/07\/Vertex-ai.webp","width":365,"height":218},{"@type":"BreadcrumbList","@id":"https:\/\/www.eurotechconseil.com\/en\/blog\/vertex-ai\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/www.eurotechconseil.com\/en\/"},{"@type":"ListItem","position":2,"name":"Vertex AI: The Smart Way to Build and Scale Machine Learning in 2025"}]},{"@type":"WebSite","@id":"https:\/\/www.eurotechconseil.com\/en\/#website","url":"https:\/\/www.eurotechconseil.com\/en\/","name":"Euro Tech Conseil","description":"Software development company","publisher":{"@id":"https:\/\/www.eurotechconseil.com\/en\/#organization"},"alternateName":"Euro Tech Conseil","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/www.eurotechconseil.com\/en\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"},{"@type":"Organization","@id":"https:\/\/www.eurotechconseil.com\/en\/#organization","name":"Euro Tech Conseil","alternateName":"Euro Tech Conseil","url":"https:\/\/www.eurotechconseil.com\/en\/","logo":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/www.eurotechconseil.com\/en\/#\/schema\/logo\/image\/","url":"https:\/\/www.eurotechconseil.com\/en\/wp-content\/uploads\/2026\/04\/logo-etc-en.webp","contentUrl":"https:\/\/www.eurotechconseil.com\/en\/wp-content\/uploads\/2026\/04\/logo-etc-en.webp","width":88,"height":35,"caption":"Euro Tech Conseil"},"image":{"@id":"https:\/\/www.eurotechconseil.com\/en\/#\/schema\/logo\/image\/"},"sameAs":["https:\/\/www.facebook.com\/eurotechconseilfrance\/","https:\/\/x.com\/eurotechconseil"]},{"@type":"Person","@id":"https:\/\/www.eurotechconseil.com\/en\/#\/schema\/person\/7e817c65e51afd1a598ebefb45995b2b","name":"Eurotechconseil","image":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/secure.gravatar.com\/avatar\/0d3182bb9b74af92755e7d6b83fe4ce97d1f45f082632bc795d6b69a35d7bf19?s=96&d=mm&r=g","url":"https:\/\/secure.gravatar.com\/avatar\/0d3182bb9b74af92755e7d6b83fe4ce97d1f45f082632bc795d6b69a35d7bf19?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/0d3182bb9b74af92755e7d6b83fe4ce97d1f45f082632bc795d6b69a35d7bf19?s=96&d=mm&r=g","caption":"Eurotechconseil"},"sameAs":["https:\/\/www.eurotechconseil.com\/en"],"url":"https:\/\/www.eurotechconseil.com\/en\/blog\/author\/admin00\/"}]}},"_links":{"self":[{"href":"https:\/\/www.eurotechconseil.com\/en\/wp-json\/wp\/v2\/posts\/25648","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.eurotechconseil.com\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.eurotechconseil.com\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.eurotechconseil.com\/en\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.eurotechconseil.com\/en\/wp-json\/wp\/v2\/comments?post=25648"}],"version-history":[{"count":1,"href":"https:\/\/www.eurotechconseil.com\/en\/wp-json\/wp\/v2\/posts\/25648\/revisions"}],"predecessor-version":[{"id":26511,"href":"https:\/\/www.eurotechconseil.com\/en\/wp-json\/wp\/v2\/posts\/25648\/revisions\/26511"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.eurotechconseil.com\/en\/wp-json\/wp\/v2\/media\/26510"}],"wp:attachment":[{"href":"https:\/\/www.eurotechconseil.com\/en\/wp-json\/wp\/v2\/media?parent=25648"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.eurotechconseil.com\/en\/wp-json\/wp\/v2\/categories?post=25648"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.eurotechconseil.com\/en\/wp-json\/wp\/v2\/tags?post=25648"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}