Top rated Hands-on lab platform built for for ISVs, Higher Education and Enterprises, Build labs from a prompt, provision real environments for 1 to 10,000 learners, grade outcomes, control cloud cost. Self-service or managed by CloudLabs.
CloudLabs Platform is a handson lab platform. You describe a scenario, and CloudLabs builds a validated lab, provisions a real AWS and other cloud environment for every learner, grades what each person did, and shows you exactly what the cloud cost. It runs on AWS and other cloud platforms, so it supports a multi cloud strategy. It is used for product workshops and proofs of concept, technical training and certification programs, sales and partner enablement, and handson events.
Why teams choose CloudLabs
Real environments, not simulations: Learners work in a live Cloud environment. What they learn transfers, because it is the real thing.
Labs in minutes, not weeks: AI Lab Builder turns a prompt or an existing runbook into a working lab with automation, instructions and grading. Update once, deploy everywhere.
Cloud cost you can predict: Idle auto shutdown, uptime limits, per user and per lab budget caps, and chargeback by course or team. Cloud consumption is passed through at actual cost with no markup.
Proof of what people can do: Auto graded tasks record evidence of completed work for certifications, hiring gates, partner enablement and program reporting.
One platform for every format: Self paced labs, instructor led classes, assessments, workshops and hackathons run on the same catalog, portal and reporting.
What you can do with it
AI Lab Builder generates validated labs from a prompt; import your own scripts, images and lab guides; version and reuse across AWS and other cloud platforms.
Provision at scale: Hundreds of concurrent environments per tenant and events of up to 35,000 seats, with automatic setup and teardown.
Deliver your way: Self paced, instructor led with Shadow VM oversight, cohort courses, timed assessments, workshops and hackathon mode with teams, challenges and leaderboards.
Brand it: White label portal on your own domain (labs.yourcompany.com) with your logo, colors and sign in.
Integrate LTI 1.1/1.3 for Canvas, Moodle and Blackboard; SAML, OAuth2 and OIDC single sign on (Entra ID, Google, Okta); REST APIs; Power BI and CSV reporting.
Control cost: Schedules, idle detection, uptime limits, credit and budget caps, and cost breakdown by lab, user and course.
Run it yourself or hand it to us: Operate the platform with your own team, or have CloudLabs run hosting, content, cost optimization, instructor support, request intake and budget governance under a 15 minute Sev0 SLA.
Why you can trust CloudLabs
CloudLabs has provisioned more than 5 million labs for more than 1 million learners across 500 organizations, and runs 5000+ enablement events a year for global enteprises and educational institutes. Top rated on AWS Marketplace and G2. SOC 2 Type I and Type II, ISO 27001:2022, GDPR, CCPA and FERPA compliant, with a 99.95% availability SLA, data residency in the US, EU, India and ANZ, and 24*7 support for learners and administrators.
How to buy
We recommend a private offer for every purchase. Tell us your scope and we return an offer you accept in the AWS Marketplace console, billed against your AWS commitment.
Highlights
Real AWS environments for every learner, on AWS and other cloud platforms for a multi-cloud strategy. AI Lab Builder turns a prompt into a validated, graded lab in minutes.
2. Self-paced labs, instructor-led classes, assessments, workshops and hackathons on one platform, with a white-label portal, LTI and SSO, REST APIs and Power BI reporting. Idle shutdown and budget caps keep cloud cost predictable; consumption is passed through at cost
Proven at scale: 5 million+ labs, 1 million+ learners, events up to 50K+ seats, used by top enterprises and educational institutes.
AWS Marketplace now accepts line of credit payments through the PNC Vendor Finance program. This program is available to select AWS customers in the US, excluding NV, NC, ND, TN, & VT.
Pricing is based on the duration and terms of your contract with the vendor, and additional usage. You pay upfront or in installments according to your contract terms with the vendor. This entitles you to a specified quantity of use for the contract duration. Usage-based pricing is in effect for overages or additional usage not covered in the contract. These charges are applied on top of the contract price. If you choose not to renew or replace your contract before the contract end date, access to your entitlements will expire.
Additional AWS infrastructure costs may apply. Use the AWS Pricing Calculator to estimate your infrastructure costs.
This contract listing offers three purchasing options: Base, CAS50, and CAS150. Each is billed as Units under a contract model. The CAS50 and CAS150 names suggest different capacity levels, letting you pick the option that matches your expected scale of hands-on lab usage. All three require you to contact the vendor before purchasing, so pricing is arranged directly rather than shown as a fixed rate here. Reach out to psm-cloudlabs@spektrasystems.com to confirm which option fits your needs and to finalize the terms of your chosen unit quantity.
Top-of-mind questions for buyers
What does a Unit represent across the Base, CAS50, and CAS150 options?
The listing bills each option as Units under a contract, but it does not define what one Unit maps to in concrete terms. Units may reflect lab seats, environments, or capacity levels tied to each option. Contact psm-cloudlabs@spektrasystems.com to confirm exactly what a Unit covers for your setup.
How do the Base, CAS50, and CAS150 options differ in what they deliver?
All three bill as Units under a contract model. The CAS50 and CAS150 labels point to different capacity levels for hands-on lab usage, while Base is the entry option. The listing does not specify exact seat or environment counts, so contact the vendor to match an option to your expected scale.
Does my cost change if labs sit idle or use fewer cloud resources?
This is a contract model billed by Units, not hourly usage. The vendor states the platform optimizes cloud spend through automated provisioning, idle resource detection, scheduled management, and pay-for-active-resource pricing on the underlying cloud. Your contracted Unit cost is arranged directly, so confirm idle and scaling behavior with psm-cloudlabs@spektrasystems.com.
Request a private offer to receive a custom quote.
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Automated lab creation from natural language prompts or existing runbooks with built-in automation, instructions, and grading capabilities.
Multi-Cloud Environment Provisioning
Support for provisioning real cloud environments across AWS and other cloud platforms with concurrent provisioning for hundreds of environments per tenant.
Automated Cost Management
Idle auto-shutdown, uptime limits, per-user and per-lab budget caps, and cost breakdown tracking by lab, user, and course with actual cost pass-through.
Learning Delivery Formats
Support for multiple delivery modes including self-paced labs, instructor-led classes with Shadow VM oversight, cohort courses, timed assessments, workshops, and hackathon mode with team challenges and leaderboards.
Integration and Authentication
LTI 1.1/1.3 integration with Canvas, Moodle, and Blackboard; SAML, OAuth2, and OIDC single sign-on support; REST APIs and Power BI reporting capabilities.
Content Library
10,000+ hours of expert-led training content organized by job role, platform, and domain covering AWS, Azure, GCP, Alibaba Cloud, DevOps, security methodologies, big data, artificial intelligence, machine learning, and IoT
Skills Assessment and Analytics
Real-time skills baseline assessment across multiple cloud platforms and technologies with advanced analytics dashboard to identify skill gaps and track organizational talent capabilities
Hands-on Lab Environments
Secure, sandboxed environments on AWS, Azure, Google Cloud, and Alibaba Cloud accounts for hands-on practice and technology stack simulation
Content Customization
Platform capability to edit existing courses, create custom exams and quizzes, and upload resources including videos, PDFs, and SCORM files
Certification Preparation
Up-to-date and ahead-of-schedule certification prep content aligned with vendor certifications for AWS, Azure, GCP, and other cloud platforms
Skill Assessment and Intelligence
Skill Intelligence features that assess team capabilities, identify skill gaps, and provide content recommendations with progress tracking over time.
Hands-On Lab Environment
Immersive labs and Hands-on Playground that enable practice in real-world environments with actual coding and technology tools without risk to production systems.
Expert-Vetted Content Library
6,500+ expert-led courses co-created with top technology practitioners and validated by third-party experts for technical accuracy.
Cloud and Security Training
Beginner to advanced-level content covering cloud maturity, security skills, and system protection with hands-on experiences.
AI and Data Technology Sandbox
AI sandboxes and hands-on labs for testing knowledge in artificial intelligence and data technologies with just-in-time content updates.
Automated reporting has transformed patient care and supports AI research in real time
Reviewed on Jun 10, 2026
Review from a verified AWS customer
What is our primary use case?
My main use case for CloudLabs is in the healthcare sector, where I utilize it for real-time data sharing in an automated way throughout the healthcare industry. I explore options like the Diagnostic Lab option that automates sample billings of the patient and generates particular patient reports directly to the doctor through email or SMS. Another option is the hospital option that supports multi-branches, operations, corporate billing, and inventory management.
Recently, CloudLabs has allowed me to conduct AI-driven research in healthcare research, specifically known as BioPharma R&D, where it facilitated remote automated experiments, collaborated in real-time with patients and doctors' data, and scalably computed machine learning workflows to identify the actual data I was looking for, clarifying the relationship between a doctor and a patient.
Another example I would add is that CloudLabs has role-based access, where I generally provide flows for separate technicians and doctors, ensuring they have different workflows and role-based access to the cloud-based platform.
What is most valuable?
I think the best features CloudLabs offers today include accessibility, various analytics capabilities, integration options, and role-based access, which I consider four important aspects.
The analytics feature in CloudLabs helps my team by blocking report generation until billing is cleared. Whenever a patient finishes the required procedures and checks out, they must clear the bill, or else there would be a blocking towards their checkout option, providing business dashboards, intelligent insights, and automated restrictions.
Additionally, integration in CloudLabs allows connection with various lab equipment, such as PACS, online payment gateways, or any ERP systems, which I find to be one of its best features alongside accessibility options that enable patients to access their historical reports securely online.
CloudLabs has positively impacted my organization through patient-centric reporting, which enables instant delivery of lab results to patients and doctors, particularly after surgeries or different tests, and also through AI-driven research that accelerated drug discovery by allowing remote automated experiments and scalable compute for machine learning models to facilitate seamless integration across different branches with centralized billing and inventory.
In terms of efficiency improvements, I estimate around eighty percent of patients and doctors' time has been saved because previously, they spent a lot of time waiting for report deliveries, but now, through patient-centric reporting, reports are delivered instantly.
What needs improvement?
CloudLabs can be improved by reducing its dependency on internet connectivity, which is currently a significant issue, and also by addressing the pricing structure, as costs per visit may become expensive for high-volume labs.
Additionally, the user experience could be enhanced by simplifying the setup complexity for users so they can better understand how the hospital's entire system works, including billing and reporting functions.
For how long have I used the solution?
I have been using CloudLabs since the last four years, which illustrates my experience with the platform.
What other advice do I have?
CloudLabs excels in patient reporting and AI functionalities, making it a valuable tool for healthcare needs.
Regarding CloudLabs' AI capabilities, I find that its governance is very clear, as it prevents any sensitive data leakage concerning patients' information and ensures sensitive information is protected by requiring valid user access.
The accuracy of CloudLabs is maintained as it always delivers patients' reports on time and with the right data. However, I believe AI should be further integrated and upgraded with new technologies, reducing its dependence on internet connectivity and improving user access.
For others looking into using CloudLabs, I would suggest it is a good fit for those who need healthcare diagnostics reporting regularly. It is crucial to consider cost scaling and internet reliability, as CloudLabs excels in patient reporting and AI functionalities, making it a valuable tool for healthcare needs.
I find CloudLabs to be a very good, stable, scalable tool that is particularly suitable for healthcare and banking applications, ensuring security and user-friendliness.
Based on my experiences, I would rate CloudLabs an eight out of ten. I chose this rating because CloudLabs heavily relies on internet dependency, and when compared to other options like LabWare Cloud, which caters to enterprise-level needs and has its own setup complexities, I feel an eight is a fair rating.
Which deployment model are you using for this solution?
Hybrid Cloud
If public cloud, private cloud, or hybrid cloud, which cloud provider do you use?
Amazon Web Services (AWS)
Akashkhurana Hirana
Hands-on cloud labs have transformed my training and save hours on every learning project
Reviewed on Jun 09, 2026
Review provided by PeerSpot
What is our primary use case?
My main use cases for CloudLabs are training, experimenting, software development, and learning. I use it for training, experiments, software development, practice, and learning. CloudLabs is integrated with GCP, AWS, and Microsoft Azure, allowing me to do real-time examples without any local installation.
A specific example of a training I ran using CloudLabs was during my participation in the Google ADK, which is the Agent Development Kit program. I took the entire training on CloudLabs, where I needed to create AI agents in a multi-agent system, and all the agents were connected using the A2A protocol. I exposed the MCP server, but I did not need to do any local installation. The entire training was based on CloudLabs, which provides a virtual cloud-based environment for training.
My use case with CloudLabs includes a unique aspect where I log into a web portal to start my training, which opens a VS Code IDE with a terminal. I can execute my commands and code and conduct hands-on training without installing anything on my system. Even if I have a system with low RAM or an old configuration, it still works seamlessly as it operates in the cloud, making it very easy to learn.
What is most valuable?
The best features CloudLabs offers, in my opinion, include being cloud-based and accessible from anywhere, which eliminates the need for local installation. It is cost-effective, and unlike other training platforms that focus solely on teaching, CloudLabs provides hands-on learning in a realistic environment that is easy for anyone to understand. Additionally, it has progress tracking for monitoring my completion and assignments that are designed as small tests after modules, which are optional.
The hands-on learning feature in CloudLabs is exceptional compared to other platforms where learning is primarily theoretical, with trainers explaining concepts. CloudLabs provides labs integrated with GCP, AWS, and Microsoft Azure, allowing users to create their own work in a cloud environment without needing local installation. For example, I created multiple agents that interacted with each other all within the cloud environment.
CloudLabs has positively impacted my organization by allowing everyone to get hands-on training. Without CloudLabs, we could only do training without practical experience. Now, I gain hands-on experience without significant installations on my systems, enhancing the knowledge of my teammates and everyone in my organization. It has also reduced hardware costs, which is a beneficial aspect.
What needs improvement?
CloudLabs is perfect for me, and I have no suggestions for improvement. It is very easy to learn compared to other platforms in the market. However, there could be advantages to adding AI-powered assistance or a chatbot within the application to help with questions not covered in the training modules. That would be a great addition.
For how long have I used the solution?
I have been using CloudLabs for around two years and two months.
What do I think about the stability of the solution?
CloudLabs is stable in my experience.
What do I think about the scalability of the solution?
In terms of scalability, CloudLabs is highly scalable. I have seen around 150 users using it concurrently in my organization.
How are customer service and support?
My experience with customer support was positive. I had an issue where my VM machine got stuck during training, and after reaching out to support, they resolved the issue quickly.
Which solution did I use previously and why did I switch?
Before switching to CloudLabs, I used LinkedIn Learning and Udemy, but they lacked integrated labs for hands-on coding, which made the learning process less effective.
What was our ROI?
I have seen a return on investment in terms of time saved. As a senior developer, if I handled setup independently, it would take a lot of time, but with CloudLabs, I can save approximately eight to nine hours per training session.
What's my experience with pricing, setup cost, and licensing?
My experience with the pricing, setup cost, and licensing of CloudLabs has been positive. The facilities provided are worth the cost. CloudLabs does not charge more than is reasonable given the value, and if more users join, the cost per user decreases.
Which other solutions did I evaluate?
I did not evaluate other options beyond Udemy, as I found it lacked essential lab features.
What other advice do I have?
CloudLabs has saved considerable time. As a senior software engineer, if I had to install everything locally, it would take considerable time. Instead, the environment is already set up, so I can write and execute code quickly. I estimate that it saves around eight to nine hours for each training, and for multiple trainings, that time saved can multiply.
My advice for others looking into using CloudLabs is to follow the provided steps carefully. CloudLabs breaks down the process into small, manageable steps, and skipping steps in a hurry can lead to getting stuck. It is important to follow each step since they are all essential.
CloudLabs is the best in the market for labs and hands-on experience. I would rate this review as five out of five.
reviewer2805456
Hands-on virtual labs have built my big data skills and are boosting my confidence in real tasks
Reviewed on Mar 28, 2026
Review provided by PeerSpot
What is our primary use case?
During my last seven semesters, I have had subjects like Hadoop, database, and big data analytics. In those subjects, we have to use the Hadoop and CloudLabs system. During that semester, I have used CloudLabs. I used CloudLabs during my learning and internship period to practice real-world technical skills in a real-world environment. As a student, I find it very useful because it provides hands-on experience instead of just theory. What I appreciate the most about CloudLabs is that it allows me to work on real-based scenarios in a controlled environment. It helped me to understand how the features work, how the tasks are completed, instead of just reading about them. I can actually see how it operates. This improved my confidence and technical skills, especially when working with technical assignments during my internship. CloudLabs is helpful for self-paced learning. I could practice anytime and the lab-based approach made it easier to remember the concepts compared to traditional learning.
In my college's seventh semester, I have the subject of big data analytics. In that course, there are some Excel files, projects, and practical work. We need to explore and learn using CloudLabs. During my college project, I used CloudLabs to perform tasks step-by-step, which helped me to understand real-world situations and how real-world projects function, especially in relation to backend big data. I learned about how companies manage and process big data, how we store large amounts of data, and the entire process involved. It improved my confidence and problem-solving skills, especially when I had to complete tasks on my own.
What is most valuable?
The best features of CloudLabs include providing excellent hands-on experience. The free tier allows us to learn a lot. It is also useful for understanding real-world scenarios and beneficial for the self-learning process.
CloudLabs provides a good experience and is a solid platform. It saves my time, builds my skills, and enhances my technical knowledge. It improved my confidence and self-learning skills as a beginner. If you want to engage with real-world case scenarios, CloudLabs is clear and easy to understand.
What needs improvement?
However, there are areas where CloudLabs can be improved. In some labs, the instructions are not very clear, which can be confusing at times. It is also possible to get stuck due to the limited guidance available. Sometimes it takes extra time to figure out solutions. CloudLabs provides the best real-world practical examinations.
I did not give it a ten because sometimes it does not provide fully clear instructions. Occasionally, I need to reach out to another AI tool to fully understand how certain features work. Better support would also enhance the experience, especially for beginners.
What do I think about the stability of the solution?
CloudLabs is stable. At any given time, during our classes, there are around seventy to eighty students using it simultaneously without any errors or data issues. Everyone receives their own resources and data, confirming that CloudLabs is fully stable.
How are customer service and support?
The customer support with CloudLabs is excellent. Whenever I do not know something, I go to the help section and access customer support, where they provide review articles that are easy to understand.
Which solution did I use previously and why did I switch?
I did not use any other solutions before CloudLabs. I never considered other options because whenever I used CloudLabs, it was in my syllabus. As I mentioned, I used it in my seventh semester in college, and my professor guided me on how to use it effectively to understand how it works, which is useful for both college projects and industry-level projects.
Which other solutions did I evaluate?
I did not evaluate other options before choosing CloudLabs. In our studies, there was only one option, which was CloudLabs. I did not explore any alternatives because I found using CloudLabs beneficial.
What other advice do I have?
My advice for anyone looking into using CloudLabs is that if you want to understand things easily as a beginner, you should learn from technical products that match industry standards. CloudLabs is easy to understand and helps bridge the gap between theoretical knowledge and practical application, making it easier to grasp how real-world systems function.
I recommend providing tutorials along with video-based scenarios where real-world projects or applications are used. It would be beneficial to show users how to utilize the features effectively. Additionally, providing some tutorials and theoretical review articles would be helpful. I would rate my overall experience with CloudLabs as an eight out of ten.
Armando L.
Great environment to try things out.
Reviewed on Mar 22, 2023
Review provided by G2
What do you like best about the product?
Easy to work with. Web interface through browser, which helps with most VPN settings. Isolated environment.
What do you dislike about the product?
It disconnects from time to time. Can get slow due to network or backend overload.
What problems is the product solving and how is that benefiting you?
Having classroom lab environment on-demand, instantaneously.
Oladipupo C.
Real-Life Scenarios in browser driven experience.
Reviewed on Mar 15, 2023
Review provided by G2
What do you like best about the product?
The intuitive interactive UI and the hands-on lab experience
What do you dislike about the product?
I have had a great experience using the platform. Improvements could be made in making the user flow easier.
What problems is the product solving and how is that benefiting you?
Re-Skilling and providing hands-on experience without so much configuration to set up. Literally, you can fail fast without breaking production deployments