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Manage Consent To provide the best experiences, we use technologies like cookies to store and/or access device information. Consenting to these technologies will allow us to process data such as browsing behavior or unique IDs on this site. Not consenting or withdrawing consent, may adversely affect certain features and functions. Functional Functional Always active To provide the best experiences, we use technologies like cookies to store and/or access device information. Consenting to these technologies will allow us to process data such as browsing behavior or unique IDs on this site. Not consenting or withdrawing consent may adversely affect certain features or functions. Preferences Preferences The technical storage or access is necessary for the legitimate purpose of storing preferences that are not requested by the subscriber or user. Statistics Statistics The technical storage or access that is used exclusively for statistical purposes. 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Not consenting or withdrawing consent, may adversely affect certain features and functions. Functional Functional Always active To provide the best experiences, we use technologies like cookies to store and/or access device information. Consenting to these technologies will allow us to process data such as browsing behavior or unique IDs on this site. Not consenting or withdrawing consent may adversely affect certain features or functions. Preferences Preferences The technical storage or access is necessary for the legitimate purpose of storing preferences that are not requested by the subscriber or user. Statistics Statistics The technical storage or access that is used exclusively for statistical purposes. The technical storage or access that is used exclusively for anonymous statistical purposes. Without a subpoena, voluntary compliance on the part of your Internet Service Provider, or additional records from a third party, information stored or retrieved for this purpose alone cannot usually be used to identify you. Marketing Marketing The technical storage or access is required to create user profiles to send advertising, or to track the user on a website or across several websites for similar marketing purposes. Manage options Manage services Manage {vendor_count} vendors Read more about these purposes Accept Deny View preferences Save preferences View preferences Privacy Statement {title} Skip to content Infrastructure for AI, Cloud, and Data Labs Deliver secure, hands-on labs at scale with a platform that combines automated assessment, AI tutoring, and predictable costs. Book a Demo Since 2012, Vocareum 50M+ Learner Labs Launched 5M+ Learners 7K+ Institutions Supported Trusted By Leaders In Cloud, AI, And Online Learning Enterprise Grade Quality We've standardized on Vocareum's education technology platform for our asynchronous, instructor-led and bootcamp courses, providing learners with hands-on, full-access experiences in Databricks. Each lab will have a guided experience to practice, develop data and AI skills. — Rochana Golani GVP, Learning & Enablement at Databricks Concurrency and Scale Vocareum’s platform allows for smooth implementation of practical, real-world projects that enhance the learning experience. — Jessica Gilmore Senior Engagement Lead at AWS Customer First Collaborating with Vocareum has been seamless, marked by their supportive team and platform’s scalability and reliability. — Val Scarlata Senior Technical Development Developer, Udacity Contact Us Labs We Support Instantly provision real-world environments Agentic AI Labs AI Gateway Cloud & Data Platforms Developer Workspaces Databases GPU & CPU Compute Virtual Desktop Agentic AI Labs Provision secure, preconfigured environments to build, test, and deploy agentic workflows and AI assistants using leading development tools. Pre-integrated access: Instantly launch workspaces equipped with top agentic frameworks and copilots Sandboxed experimentation: Safely test autonomous AI actions in isolated, governed lab environments Usage governance: Track usage and enforce budget limits across tools Zero-setup development: Environments are ready for immediate coding, reducing time-to-value Learn More Book a Demo AI Gateway Provide governed access to leading foundation models — including open-source models like Llama — and APIs through a single unified gateway, without exposing keys. Centralized access: Connect to top-tier foundation models through one standardized platform Key protection: Keep API keys secure and entirely out of user environments Budget controls: Enforce rate limits and spend caps per user, course, or cohort App integration: Embed advanced AI capabilities directly into custom labs and applications Learn More Book a Demo Cloud & Data Platforms Provide direct, governed console access to leading cloud and data platforms for hands-on training in real environments, not simulations. Authentic consoles: Train on the actual, live interfaces used in production by major providers Automated lifecycle management: Instant provisioning and automatic teardown of cloud resources Built-in guardrails: Preconfigured IAM roles and security policies keep environments strictly isolated Predictable spending: Prevent budget overruns with robust cost controls in live cloud accounts Learn More Book a Demo Developer Workspaces Launch instantly available, browser-based IDEs and notebooks fully loaded with the right tools, libraries, and configurations. 100% browser-based: Frictionless access from anywhere — zero local installation or setup required AI-assisted workflows: Accelerate development and learning with the integrated Vocareum AI Notebook Persistent state: Workspaces automatically save progress across sessions for seamless continuity Standardized tooling: Eliminate “works on my machine” issues with uniformly configured environments across cohorts Learn More Book a Demo Databases Deploy production-grade relational and NoSQL databases in isolated environments for comprehensive data engineering and analytics training. Instant deployments: Spin up fully functional, isolated database instances in minutes Preloaded data: Start with sample datasets and schemas for immediate querying and analysis Safe administration: Practice complex migrations, tuning, and DBA tasks without impacting production systems Resettable labs: Reuse clean environments across cohorts with automated lifecycle management Learn More Book a Demo GPU & CPU Compute Scale computing power on demand with dedicated GPUs, high-performance clusters, and bare metal environments for intensive workloads. Heavy computation: Dedicated hardware optimized for AI training, data rendering, and complex modeling Flexible infrastructure: Dynamically allocate virtual or on-prem compute clusters based on specific lab demands Bare metal options: Run massive, specialized workloads securely on your own dedicated infrastructure Governed usage: Maintain high-throughput capabilities managed by strict budget and usage controls GPUs High-Performance Clusters Bare Metal Virtual + On-Prem Learn More Book a Demo Virtual Desktop Create isolated, realistic scenarios and virtual desktops–featuring full support for nested virtualization–for cybersecurity training, IT administration, and custom OS deployments. Complex topologies: Instantly deploy and manage multi-node network architecturesAt vero eos et accusamus et iusto odio dignissimos Cyber ranges: Run safe, contained environments for attack/defend scenarios and ethical hacking Prebuilt lab images: Launch faster with reusable machine images (AMIs) for specialized or legacy software Full admin access: Grant root or admin access within safely contained, resettable labs Windows VDI Cyber Ranges Prebuilt Lab Images (AMIs) Isolated Networks Learn More Book a Demo The Platform Real Environments,Not Simulations Learners work in actual production tools—AWS consoles, Azure portals, Databricks, Jupyter, VS Code, GPU clusters—directly in the browser. The same interfaces they’ll use on the job. No install. No compromise. AI Tutoring Built for Learning Outcomes Our Socratic AI tutor helps learners think through problems—it doesn’t hand them answers. Instructors control everything: how strict, what topics, what feedback style, whether hints exist at all. 24/7 support that makes learning harder to shortcut. Cloud Costs You Can Actually Predict Hard budget caps per learner, per lab, per course. Automated teardown when time expires. Real-time usage dashboards. You scale from 100 to 100,000 learners without a single budget surprise. Assessment at Scale Auto-grade code, notebooks, and open-ended projects. Custom scripts, NB-Grader, AI-assisted evaluation. Instant feedback. No TA overload. Flexible Integration LTI 1.3 for any major LMS. Full API for white-labeled builds. Direct access with SSO. Grades sync automatically. Granular Analytics Time-on-task, error patterns, hint usage, friction points. Exportable for accreditation. Proof of ROI built in. Enterprise Compliance SOC 2 Type II. GDPR. FERPA. WCAG 2.1 AA. The certifications your procurement team requires. “The AI Tutor gave me a level of confidence I haven’t experienced with in-person tutoring before... It showed me exactly where I was making small mistakes and explained why. The AI Tutor was an invaluable resource that made the learning process less intimidating and more accessible for me." — Graduate Student UC San Diego Book a Demo How Can We Help You Deliver Real-World, Measurable Skills? Technology Companies & Platforms Global Services & Consulting Learning Platforms & EdTech Certification & Credentialing Colleges & Universities Online Universities & Scale Providers Technology Companies & Platforms Drive product adoption, usage, and certification outcomes. Accelerate Consumption: Turn passive trials into active product usage with hands-on labs running your real cloud and AI workflows. Frictionless Sales Enablement: Run live POCs and interactive demo environments that shorten the sales cycle without requiring complex client setup. Validate Developer Readiness: Move beyond multiple-choice tests with auto-graded, performance-based assessments that prove capability. Embedded Lab Experience: Seamlessly deliver white-labeled labs via API or LTI without exposing your underlying cloud infrastructure or model keys. Learn More Global Services & Consulting Standardize technical upskilling across teams and clients. Unified Learning Operations: Deliver a single, governed platform to power both your internal academies and client-facing enablement programs. Multi-Cloud Mastery: Train teams across AWS, Azure, GCP, Databricks, and modern AI stacks within one secure control plane. Predictable Compute Costs: Enforce strict budget caps, policy limits, and automated teardowns to eliminate cloud billing surprises. Measurable Workforce Readiness: Prove team capability to clients and stakeholders with objective, performance-based skill validation. Learn More Learning Platforms & EdTech Scale hands-on learning without operating infrastructure. Drop-In Interactivity: Add fully provisioned, browser-based labs to your AI, cloud, cyber, and data programs at global scale. Drive Completion Rates: Increase learner confidence and progress with instant grading, actionable feedback, and AI-assisted support. White-Labeled Delivery: Deploy completely native lab experiences directly into your platform via robust API and LTI integrations. Elevate Enterprise Value: Differentiate your B2B offerings by selling verified technical capability, not just course completion certificates. Learn More Certification & Credentialing Move from exam prep to proven, job-ready capability. Performance-Based Testing: Map hands-on lab execution directly to your certification objectives and rigorous competency standards. Standardized & Secure: Launch identical, resettable, and secure environments for every learner, every attempt, anywhere in the world. Actionable Gap Analysis: Provide automated, objective evaluations combined with targeted remediation pathways for learners. Audit-Ready Operations: Run practical assessments at massive scale with the strict controls, logging, and analytics required for credential integrity. Learn More Colleges & Universities Bridge theory to practice across courses, programs, and departments. Zero-Setup Environments: Give students immediate access to real cloud infrastructure and AI tools directly in their browser. Plug-and-Play Integration: Sync seamlessly with Canvas, Blackboard, Moodle, D2L, and your campus SSO/LTI workflows. Reduce Faculty Workload: Free up instructors and TAs using auto-grading, AI-powered tutoring, and a library of reusable lab templates. Scale Without Risk: Expand technical degree programs while keeping instructional compute spend completely predictable with hard guardrails. Learn More Online Universities & Scale Providers Deliver competency-based outcomes at massive asynchronous scale. Always-Available Execution: Provide reliable, 24/7 access to complex technical labs for high-volume, online learner populations. Granular Financial Governance: Control unpredictable cloud and AI spend with strict per-learner, per-course budget enforcement. Objective Skills Evidence: Support competency-based assessment models with concrete evidence of learner performance in real environments. Guided Learner Progression: Improve retention and completion rates with detailed analytics and customized, guardrailed AI support. Learn More Case Studies "Vocareum’s platform allows for smooth implementation of practical, real-world projects that enhance the learning experience." — Jessica Gilmore Senior Engagement Lead, AWS "Collaborating with Vocareum has been seamless, marked by their supportive team and platform’s scalability and reliability." — Val Scarlata AI Curriculum Lead, Udacity "We've standardized on Vocareum's education technology platform for our asynchronous, instructor-led and bootcamp courses, providing learners with hands-on, full-access experiences in Databricks. Each lab will have a guided experience to practice, develop data and AI skills." — Rochana Galani VP Learning & Enablement, Databricks "Vocareum’s platform allows for smooth implementation of practical, real-world projects that enhance the learning experience." — Jessica Gilmore Senior Engagement Lead, AWS "Collaborating with Vocareum has been seamless, marked by their supportive team and platform’s scalability and reliability." — Val Scarlata AI Curriculum Lead, Udacity "We've standardized on Vocareum's education technology platform for our asynchronous, instructor-led and bootcamp courses, providing learners with hands-on, full-access experiences in Databricks. Each lab will have a guided experience to practice, develop data and AI skills." — Rochana Galani VP Learning & Enablement, Databricks "Vocareum’s platform allows for smooth implementation of practical, real-world projects that enhance the learning experience." — Jessica Gilmore Senior Engagement Lead, AWS "Collaborating with Vocareum has been seamless, marked by their supportive team and platform’s scalability and reliability." — Val Scarlata AI Curriculum Lead, Udacity "We've standardized on Vocareum's education technology platform for our asynchronous, instructor-led and bootcamp courses, providing learners with hands-on, full-access experiences in Databricks. Each lab will have a guided experience to practice, develop data and AI skills." — Rochana Galani VP Learning & Enablement, Databricks Ready to see what 50 million lab sessions looks like? Whether you're training 50 learners or 5 million, we'll show you how Vocareum fits your stack, your curriculum, and your budget. Book a Demo Talk to Our Team AI That Points The Way Introducing Vocareum AI Compass The Vocareum AI Compass combines a personalized AI tutor with actionable analytics and rapid content authoring to embed mastery learning at scale—supporting every learner while lightening instructor load. Support Guide Frequently Asked Questions Platform & Capabilities What is the difference between Vocareum and simulated learning environments? Vocareum does not use simulations. Vocareum provides real, production-grade cloud environments, agentic AI workspaces, and IDEs (like VS Code and Jupyter). Learners execute actual code and cloud commands in isolated, governed containers or cloud accounts, ensuring the skills they learn are 100% applicable to real-world engineering environments. How does Vocareum handle cloud computing costs for large programs? Vocareum guarantees cost predictability through hard budget caps, policy guardrails, and automated resource teardowns. Administrators can set precise dollar limits per learner or per assignment. If a learner hits their cap or leaves a session idle, Vocareum automatically suspends the cloud resources (AWS, Azure, GCP) to prevent runaway billing. Does Vocareum use shared infrastructure or isolated environments? Every learner on Vocareum receives a strictly isolated, per-learner container or dedicated cloud account. We use a governed execution layer that ensures complete data privacy, security, and performance consistency, even when scaling to tens of thousands of concurrent users. AI & Agentic Capabilities (The "Hype") How does Vocareum's GenAI Gateway work? The Vocareum GenAI Gateway allows institutions to provide learners with access to leading foundation models (OpenAI, Anthropic Claude, Google Gemini, AWS Bedrock) without exposing raw API keys. Administrators manage all model access, set usage budgets, and enforce security policies from a single centralized control plane. Does Vocareum support Agentic AI workflows and Copilots? Yes. Vocareum’s Agentic AI Labs are pre-configured to support real IDE-to-agent-to-cloud workflows. Learners can build, test, and deploy agentic frameworks using tools like GitHub Copilot, Claude Code, and Amazon Q directly within our browser-based developer workspaces. How does Vocareum's AI Tutor prevent hallucinations and cheating? Vocareum’s AI Compass is a faculty-configurable, Socratic AI tutor. It is grounded strictly in the instructor’s course materials and rubrics. Instead of handing learners the answers, it provides contextual hints and adaptive guidance based on the learner’s actual code execution, ensuring academic integrity while scaling personalized support. Integrations & Ecosystem (The "Connectivity") What Learning Management Systems (LMS) does Vocareum integrate with? Vocareum integrates natively with all major LMS platforms via LTI 1.3 (and LTI 1.1). This includes plug-and-play integrations with Canvas, Blackboard, Moodle, and D2L Brightspace. Does Vocareum support SSO and custom white-labeling? Yes. Vocareum supports Single Sign-On (SSO) via SAML 2.0. For Enterprise and EdTech partners, Vocareum provides a robust REST API that allows you to fully white-label the lab experience and embed it natively within your own proprietary platform or product interface. Which cloud providers and data platforms are supported by Vocareum? Vocareum provides governed, direct-console access to Amazon Web Services (AWS), Microsoft Azure, Google Cloud Platform (GCP), and Databricks. We support both Vocareum-managed accounts and Bring Your Own Account (BYOA) architectures. Assessment & Validation (The "Proof") Can Vocareum auto-grade coding assignments and cloud infrastructure tasks? Yes. Vocareum supports advanced auto-grading through custom bash scripts, API endpoints, and AI-assisted grading. The platform can automatically validate code output, check cloud infrastructure configurations (like verifying an AWS S3 bucket was created correctly), and sync the grades instantly back to the parent LMS. Is Vocareum compliant with enterprise security and education privacy standards? Yes. Vocareum is engineered for global enterprise and academic compliance. The platform is SOC 2 Type II certified, GDPR compliant, FERPA compliant, and meets WCAG 2.1 AA accessibility standards. Pricing Plans We Offer Individual / Academic $10/monthly active user The Vocareum AI Notebook and Cloud Labs offer secure, scalable environments for hands-on AI, data science, and cloud learning with LMS integration. Book a Demo Additional resource fees apply for AI, virtual machines and cloud labs Enterprise plan Contact Sales Vocareum Labs centralizes secure, budget-controlled access to generative AI for campuses. Contact Sales Additional resource fees apply for AI, virtual machines and cloud labs Manage Cookie Consent Manage Cookie Consent --- Manage Consent To provide the best experiences, we use technologies like cookies to store and/or access device information. Consenting to these technologies will allow us to process data such as browsing behavior or unique IDs on this site. Not consenting or withdrawing consent, may adversely affect certain features and functions. Functional Functional Always active To provide the best experiences, we use technologies like cookies to store and/or access device information. Consenting to these technologies will allow us to process data such as browsing behavior or unique IDs on this site. Not consenting or withdrawing consent may adversely affect certain features or functions. Preferences Preferences The technical storage or access is necessary for the legitimate purpose of storing preferences that are not requested by the subscriber or user. Statistics Statistics The technical storage or access that is used exclusively for statistical purposes. The technical storage or access that is used exclusively for anonymous statistical purposes. Without a subpoena, voluntary compliance on the part of your Internet Service Provider, or additional records from a third party, information stored or retrieved for this purpose alone cannot usually be used to identify you. Marketing Marketing The technical storage or access is required to create user profiles to send advertising, or to track the user on a website or across several websites for similar marketing purposes. Manage options Manage services Manage {vendor_count} vendors Read more about these purposes Accept Deny View preferences Save preferences View preferences {title} {title} {title} Manage Consent To provide the best experiences, we use technologies like cookies to store and/or access device information. Consenting to these technologies will allow us to process data such as browsing behavior or unique IDs on this site. Not consenting or withdrawing consent, may adversely affect certain features and functions. Functional Functional Always active To provide the best experiences, we use technologies like cookies to store and/or access device information. Consenting to these technologies will allow us to process data such as browsing behavior or unique IDs on this site. Not consenting or withdrawing consent may adversely affect certain features or functions. Preferences Preferences The technical storage or access is necessary for the legitimate purpose of storing preferences that are not requested by the subscriber or user. Statistics Statistics The technical storage or access that is used exclusively for statistical purposes. The technical storage or access that is used exclusively for anonymous statistical purposes. Without a subpoena, voluntary compliance on the part of your Internet Service Provider, or additional records from a third party, information stored or retrieved for this purpose alone cannot usually be used to identify you. Marketing Marketing The technical storage or access is required to create user profiles to send advertising, or to track the user on a website or across several websites for similar marketing purposes. Manage options Manage services Manage {vendor_count} vendors Read more about these purposes Accept Deny View preferences Save preferences View preferences Privacy Statement {title} Skip to content Pricing Vocareum's Comprehensive Offerings Join over 7,000+ institutions already growing with Vocareum Standard Plan $10/monthly active user The Vocareum AI Notebook and Cloud Labs offer secure, scalable environments for hands-on AI, data science, and cloud learning with LMS integration. Book a Demo Additional resource fees apply for AI, virtual machines and cloud labs Enterprise plan Contact Sales Vocareum Labs centralizes secure, budget-controlled access to generative AI for campuses. Contact Sales Additional resource fees apply for AI, virtual machines and cloud labs "GPUs have become essential for machine learning training. We use them to demonstrate their speed advantage over CPUs for handling large training sets. Students run models on both CPU and GPU to compare performance. For this, we rely on Vocareum for its straightforward access to GPU resources." He WangAffiliate Associate Professor in the H. Milton Stewart School of Industrial and Systems Engineering at Georgia Tech "The course offers a comprehensive overview of generative AI, including foundational concepts, key developments in the field, and practical applications. We saw an opportunity to combine Udacity’s educational expertise, AWS’s technological innovations, and Vocareum’s robust platform to create an unparalleled learning experience." Val ScarlataSenior Technical Content Developer at Udacity "From my perspective, just being able to depend on Vocareum and being confident that we have support whenever we need it is the main thing." Kilian WeinbergerProfessor of Computer Science at Cornell University "Vocareum, and transitioning to auto-grading, made a huge impact. My courses have peculiar features: ready-made solutions don’t tend to satisfy my unique needs. Vocareum allows me and my teaching assistants to use our own home-grown autograders by easily integrating them with the platform." Dr. Hakan ErdogmusTeaching Professor of Software Engineering at Carnegie Mellon University's Silicon Valley Campus "GPUs have become essential for machine learning training. We use them to demonstrate their speed advantage over CPUs for handling large training sets. Students run models on both CPU and GPU to compare performance. For this, we rely on Vocareum for its straightforward access to GPU resources." He WangAffiliate Associate Professor in the H. Milton Stewart School of Industrial and Systems Engineering at Georgia Tech "The course offers a comprehensive overview of generative AI, including foundational concepts, key developments in the field, and practical applications. We saw an opportunity to combine Udacity’s educational expertise, AWS’s technological innovations, and Vocareum’s robust platform to create an unparalleled learning experience." Val ScarlataSenior Technical Content Developer at Udacity Manage Cookie Consent Manage Cookie Consent --- Manage Consent To provide the best experiences, we use technologies like cookies to store and/or access device information. Consenting to these technologies will allow us to process data such as browsing behavior or unique IDs on this site. Not consenting or withdrawing consent, may adversely affect certain features and functions. Functional Functional Always active To provide the best experiences, we use technologies like cookies to store and/or access device information. Consenting to these technologies will allow us to process data such as browsing behavior or unique IDs on this site. Not consenting or withdrawing consent may adversely affect certain features or functions. Preferences Preferences The technical storage or access is necessary for the legitimate purpose of storing preferences that are not requested by the subscriber or user. Statistics Statistics The technical storage or access that is used exclusively for statistical purposes. The technical storage or access that is used exclusively for anonymous statistical purposes. Without a subpoena, voluntary compliance on the part of your Internet Service Provider, or additional records from a third party, information stored or retrieved for this purpose alone cannot usually be used to identify you. Marketing Marketing The technical storage or access is required to create user profiles to send advertising, or to track the user on a website or across several websites for similar marketing purposes. Manage options Manage services Manage {vendor_count} vendors Read more about these purposes Accept Deny View preferences Save preferences View preferences {title} {title} {title} Manage Consent To provide the best experiences, we use technologies like cookies to store and/or access device information. Consenting to these technologies will allow us to process data such as browsing behavior or unique IDs on this site. Not consenting or withdrawing consent, may adversely affect certain features and functions. Functional Functional Always active To provide the best experiences, we use technologies like cookies to store and/or access device information. Consenting to these technologies will allow us to process data such as browsing behavior or unique IDs on this site. Not consenting or withdrawing consent may adversely affect certain features or functions. Preferences Preferences The technical storage or access is necessary for the legitimate purpose of storing preferences that are not requested by the subscriber or user. Statistics Statistics The technical storage or access that is used exclusively for statistical purposes. The technical storage or access that is used exclusively for anonymous statistical purposes. Without a subpoena, voluntary compliance on the part of your Internet Service Provider, or additional records from a third party, information stored or retrieved for this purpose alone cannot usually be used to identify you. 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Consenting to these technologies will allow us to process data such as browsing behavior or unique IDs on this site. Not consenting or withdrawing consent may adversely affect certain features or functions. Preferences Preferences The technical storage or access is necessary for the legitimate purpose of storing preferences that are not requested by the subscriber or user. Statistics Statistics The technical storage or access that is used exclusively for statistical purposes. The technical storage or access that is used exclusively for anonymous statistical purposes. Without a subpoena, voluntary compliance on the part of your Internet Service Provider, or additional records from a third party, information stored or retrieved for this purpose alone cannot usually be used to identify you. Marketing Marketing The technical storage or access is required to create user profiles to send advertising, or to track the user on a website or across several websites for similar marketing purposes. Manage options Manage services Manage {vendor_count} vendors Read more about these purposes Accept Deny View preferences Save preferences View preferences {title} {title} {title} Manage Consent To provide the best experiences, we use technologies like cookies to store and/or access device information. Consenting to these technologies will allow us to process data such as browsing behavior or unique IDs on this site. Not consenting or withdrawing consent, may adversely affect certain features and functions. Functional Functional Always active To provide the best experiences, we use technologies like cookies to store and/or access device information. Consenting to these technologies will allow us to process data such as browsing behavior or unique IDs on this site. Not consenting or withdrawing consent may adversely affect certain features or functions. Preferences Preferences The technical storage or access is necessary for the legitimate purpose of storing preferences that are not requested by the subscriber or user. Statistics Statistics The technical storage or access that is used exclusively for statistical purposes. The technical storage or access that is used exclusively for anonymous statistical purposes. Without a subpoena, voluntary compliance on the part of your Internet Service Provider, or additional records from a third party, information stored or retrieved for this purpose alone cannot usually be used to identify you. Marketing Marketing The technical storage or access is required to create user profiles to send advertising, or to track the user on a website or across several websites for similar marketing purposes. Manage options Manage services Manage {vendor_count} vendors Read more about these purposes Accept Deny View preferences Save preferences View preferences Privacy Statement {title} Skip to content The Complete Platform for Virtual Labs One unified platform for every virtual lab need. Vocareum provides enterprise-grade infrastructure to create, deliver, and assess hands-on technical learning environments at scale from AI and data science labs to cloud computing sandboxes, cybersecurity ranges, and full-stack development environments. No installs. No infrastructure. Just learning. Request a Platform Demo Trusted by Innovative Educators and Enterprises Worldwide Why Choose Vocareum Virtual Labs? Vocareum gives you instant, secure access to virtual labs that scale with ease—no complicated setup, no delays. In just minutes, you can launch hands-on learning environments that help instructors teach and learners engage, all while keeping costs in check. It’s simple, efficient, and lets everyone focus on what they’re there to do: learn. Platform-Wide Pillars of Excellence These foundational strengths power every lab you build on Vocareum. Unparalleled Scalability & Performance Deliver a flawless experience for ten learners or ten thousand. Our cloud-native architecture is built for the massive scale of MOOCs and large enterprises, ensuring reliable performance and instant lab provisioning, every time. Unified Assessment & Grading Engine Go beyond simple output matching. Our powerful assessment engine can grade complex, multi-step assignments across any environment—evaluating code in a Jupyter notebook, validating a cloud configuration in AWS, or scoring a task in a cybersecurity challenge. Enterprise-Grade Security & Governance Deploy labs with confidence. Our SOC 2 Type II certified and FERPA compliant platform features centralized security controls, cost-management guardrails, and secure sandboxing for every learner. We handle the complexity of security so you can focus on education. Seamless Integration Ecosystem Vocareum fits into your world, not the other way around. With deep LMS integration (LTI 1.3), enterprise SSO (SAML 2.0), and a rich API, our platform seamlessly connects with your existing educational technology stack. One Platform. Endless Possibilities. Create the exact hands-on environment your curriculum demands. AI & Data Science Lab Provide fully configured Jupyter, Colab, and GPU-enabled environments with direct access to GenAI models. Explore AI Notebooks Cloud Computing Labs Offer turnkey, sandboxed access to real AWS, Azure, and GCP consoles with built-in budget controls. Explore Cloud Labs Cybersecurity Ranges Deploy immersive labs with Kali Linux, vulnerable networks, and threat detection scenarios in a safe, isolated range. Explore Cyber Labs Development Environments Host labs with browser-based IDEs like VS Code, and integrated databases like MySQL and PostgreSQL. Explore IDEs Vocareum vs. The "DIY" In-House Approach Capability Vocareum Labs DIY / In-House Setup Setup Time Instant, browser-ready Weeks/months of manual configuration Total Cost Transparent per-user pricing High DevOps, IT, and cloud maintenance Security Enterprise-grade, SOC 2, built-in Requires custom implementation & audit Scalability Effortless, 10 to 100,000+ learners Manually scaled with internal resources Maintenance Fully managed, no IT support needed Constant upkeep and troubleshooting Learner Experience Seamless, zero setup, real tools Technical barriers, inconsistent UX Setup Time Vocareum Labs Instant, browser-ready DIY / In-House Setup Weeks/months of manual configuration Total Cost Vocareum Labs Transparent per-user pricing DIY / In-House Setup High DevOps, IT, and cloud maintenance Security Vocareum Labs Enterprise-grade, SOC 2, built-in DIY / In-House Setup Requires custom implementation & audit Scalability Vocareum Labs Effortless, 10 to 100,000+ learners DIY / In-House Setup Manually scaled with internal resources Maintenance Vocareum Labs Fully managed, no IT support needed DIY / In-House Setup Constant upkeep and troubleshooting Learner Experience Vocareum Labs Seamless, zero setup, real tools DIY / In-House Setup Technical barriers, inconsistent UX Real-World Results & Customer Outcomes "Vocareum’s platform allows for smooth implementation of practical, real-world projects that enhance the learning experience." — Jessica Gilmore Senior Engagement Lead, AWS "We launched Databricks, Jupyter, and AWS for 3,000 students in about two days. It was honestly pretty amazing." — Rochana Golani VP of Learning, Databricks Trusted by Leading Research & Technology Partners Vocareum proudly integrates with Google Colab, NAIRR, NRP, and is a partner for Cloudbank 2.0. University of Michigan Expands Partnership with Vocareum, Scaling AI Tools and Cloud Labs Campus-Wide March 6, 2025 Rewiring Higher Ed: Weaving AI into your Campus Fabric February 19, 2025 Closing Knowledge Gaps in Math with AI-Powered Personalized Learning: UCSD & Vocareum February 14, 2025 Discover More Success Stories Solution for Every Organization Higher Education Bootcamps & Certifications Online Programs & MOOCs Technology Companies & ISVs Higher Education Bring hands-on labs to large-scale programs with seamless LMS integration, global compliance, and zero infrastructure headaches for your IT department. Bootcamps & Certifications Give learners real-world projects and instant feedback. Our platform supports secure, proctored, setups for high-stakes testing so you can confidently deliver certification programs. Online Programs & MOOCs Whether your course is self-paced or runs in cohorts, our browser-based labs are ready to scale. We offer white-label options and integrate with platforms like edX and Coursera. Technology Companies & ISVs Let users experience your product in a real, interactive environment—not a simulation. From embedded trials to onboarding and certification, showcase your tech the way it’s meant to be used. Support Guide Frequently Asked Questions What is the Vocareum Virtual Labs Platform? It’s a single, unified, cloud-based platform designed to manage the entire lifecycle of hands-on technical learning. It replaces the need for multiple, disconnected tools by providing the infrastructure to create, deliver, and assess labs across any technical domain. How do you ensure a consistent experience across different lab types? Through our unified foundation. All labs are managed from the same instructor dashboard, use the same LMS integration, and can be assessed by the same powerful grading engine, providing a predictable and seamless experience for everyone. We already use some of our own tools. Can Vocareum integrate or replace them? Both. Our platform can replace many point solutions (like a self-managed JupyterHub), providing a more integrated and cost-effective alternative. For specialized tools unique to your curriculum, our flexible environments often allow them to be incorporated into our labs. How do I control my costs? You have granular control. You can set usage caps per student or course, manage active session lengths, and automate resource cleanups to ensure predictable spending and avoid any budget overruns. Skill Up Ready to Transform Your Learning Experience? Book a demo to see the platform in action, or explore our case studies to discover how Vocareum can transform your training or educational program. Book a Demo Read Case Studies Manage Cookie Consent Manage Cookie Consent