Vocareum Labs Platform: Power Real-World Labs for AI, Data & Cloud Skills

Give every learner production-grade environments in the browser while you stay in control of cost, security, and scale. Run SaaS, container, virtual desktop, and AI labs on a single enterprise platform—fully customized to your product stack and learning mode.

Since 2012, Vocareum

100M+

Learner Lab Launched

4M+

Learners

7K+

Institutions Supported

trusted by leaders in cloud, AI, and online learning

Labs We Support

Instantly provision real-world environments

Cloud & Data Platforms

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 sandbox. No install. No compromise.

AI Tutoring Built for Academic Integrity

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

The Platform

Recognized at the highest levels of AI research and policy

NSF NAIRR Pilot

Selected as a core resource in the National AI Research Resource initiative to democratize access to AI infrastructure.

White House AI Initiative

Contributing to national efforts to expand AI education and workforce development.

How can we help you deliver real-world, measurable skills?

Technology Companies & ISVs

Accelerate Adoption, Consumption, and Business Value.

Hands-On Enablement — Turn trials into active consumption with performance-based labs on your live product (Custom Labs + Labs).
Frictionless Sales Demos & POCs — Provide live, hands-on Proofs of Concept that accelerate the sales cycle
Performance-Based Certification — Move beyond simple exams with auto-graded, hands-on validation of developer skills
Embedded Lab Experience — Deliver seamless, white-labeled labs as a native part of your product via API or LTI

Online Program Providers

Scale Your Courses with Turnkey, Browser-Based Labs.

Scalable Hands-On Curriculum — Easily embed labs for any discipline, from AI to cyber, with no local software required
Adaptive Learning & Assessment — Create personalized learning paths with instant, automated feedback and grading
Turnkey LMS/LTI Embed — Drop labs directly into Canvas, Blackboard, Moodle, and other leading platforms
White-Labeled Labs — Delivered seamlessly as a part of your product via API or LT

Certification, Test-Prep & Bootcamps

Accelerate exam readiness and verified skill mastery.

Performance-Based Practice Labs — Real-world tasks and scenarios mapped directly to exam objectives
Secure, Resettable Environments — Fresh, audit-ready lab instances for every practice session
Automated Assessment & Feedback — Instant gap analysis with adaptive next steps and targeted remediation
Cohort Leaderboards & Projects — Peer competition and team challenges drive engagement

Higher Education

Bridge Theory to Practice with Authentic, Hands-On Learning.

Instruction & Research Sandboxes — Provide scalable, browser-based access to research-grade tools for AI, cloud, and data
Seamless LMS Grade Sync — Automate grading workflows with LTI integration for Canvas, D2L, Moodle, Blackboard, and any other LMS
AI-Powered Teaching & Tutoring — Use granular learner data and AI tools to improve teaching methods and validate learning outcomes
Effortless Program Scaling — Launch new courses and expand existing programs without IT bottlenecks, cost overruns, or infrastructure concerns (All Products)

Case Studies

"Vocareum’s platform allows for smooth implementation of practical, real-world projects that enhance the learning experience."

Jessica GilmoreSenior Engagement Lead, AWS

"Collaborating with Vocareum has been seamless, marked by their supportive team and platform’s scalability and reliability."

Val ScarlataAI Curriculum Lead, Udacit

"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 GolaniVP Learning & Enablement, Databricks

Ready to see what 100 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.

Introducing Vocareum AI Compass

AI That Points the Way

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

What makes Vocareum different from other virtual lab providers?

Vocareum is a browser‑based platform that delivers secure, scalable labs for AI, data, cloud and custom software training. Learners launch live Jupyter, cloud, or product environments with one click, while administrators govern usage through budgets, policies, and real‑time analytics.

Does Vocareum support GPU-intensive AI labs?

Which Learning Management Systems (LMS) does Vocareum integrate with?

Can I customize the lab environment?

How does Vocareum prevent cloud budget overruns?

Is Vocareum secure and compliant?

What automated grading tools does Vocareum provide?

How does the AI Tutor help students without giving away answers?

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