Virtual labs for teams, schools and you

Virtual labs for every skill.

Real, hands-on lab environments for any software, any cloud and any use case. Built by agents, run at scale and scored down to every task.

Get started Book a demo

Or open a lab preview right now, no sign-in

A learner working through a hands-on lab on a laptop

Milestone 3 Live check

Deploy the web app

Resource group created
App service running
Site returns 200

+250 XP Builder rank unlocked

Proctor is shadowing

Software training Hackathons Certification prep University labs Sales demos and POCs Customer enablement Workforce readiness Partner bootcamps Cyber ranges Data and AI projects Software training Hackathons Certification prep University labs Sales demos and POCs Customer enablement Workforce readiness Partner bootcamps Cyber ranges Data and AI projects

One platform

The whole lab lifecycle, in one place.

Build a lab, run it for one person or a whole hall, guide people live and prove what they can do.

Describe the lab. Agents write the first draft.

Milestones, step-by-step instructions, the machine image and a scorecard, drafted from one sentence and grounded in our proprietary MCP knowledge. Then you edit every block in Track Studio.

Meet the agents

A Gravity Labs lab with its Lab Guide, milestones and steps

A real machine for every person, in the browser.

Windows, Linux, containers, clouds and SaaS. Nothing to install, ready when people sit down, and cleaned up when they leave.

How labs run

launch.gravitylabs.cloud/lab

Build and ship a web app 01:42:10 Submit

terminal

learner@lab-07:~/web$ docker build -t web:1 .
[+] Building 12.4s (9/9) FINISHED
 => [1/4] FROM node:22-alpine
 => [2/4] COPY package*.json ./
 => [3/4] RUN npm ci
 => [4/4] COPY . .
 => naming to web:1  done
learner@lab-07:~/web$

Who it is for

Made for the people who teach, learn and lead.

For the trainer in London running 40 labs on Friday.

For the student in Toronto learning containers after class.

For the IT lead in Dubai who never wants to reset a lab by hand again.

For the organiser in Singapore with a full hall arriving at nine.

For the developer in New York proving skills, not attendance.

For the manager in Sydney who needs to know who is ready.

For the instructor in Nairobi helping someone who is stuck.

For the learner in Berlin who learns best by breaking things.

Agentic by design

Describe the lab.
Agents build it.

GLAM, our agent mesh, turns one sentence into a ready-to-run lab: the plan, the machine, the steps, the scorecard and the seats. You review and press build.

Track Enricher writes complete, cited instructions
Lab Builder plans and sizes the whole lab
Scoring Engine drafts the checks for every task
Proctor agent watches every lab and flags who needs help
Mentor agent nudges a stuck learner without giving the answer away

AI never decides a learner’s score. The lab checks the real work.

GLAM Agent mesh Working

You

A 3-hour Kubernetes lab for 40 learners on Friday, scored.

Lab Builder Plan ready: 3 milestones, 3 hours, 40 seats
Image architect Golden image: Ubuntu 24.04, kubectl, kind, Helm
Track Enricher 18 steps written, grounded in our MCP knowledge
Scoring Engine Scorecard: 9 checks across 3 skill areas
Inventory 40 lab accounts reserved for Friday 09:00

Draft ready for your review Build lab

Proctor console · Live

deployment.yaml

apiVersion: apps/v1
kind: Deployment
spec:
  replicas: 3
  template:
    spec:
      containers:
        - image: web:1
          ports: [8080]

Proctor

Live proctoring

Shadow quietly. Assist instantly.

Open anyone’s live lab from the proctor console. Watch without them noticing, or take shared control and guide them through the fix. Try the switch.

Shadow

A read-only view of their screen. Perfect for exams and quiet checks.

Assist

Your cursor joins theirs. Fix it together, then hand back control.

Scoring

Scored down to every task.

A small agent inside each lab and our cloud validators check the real environment, milestone by milestone. People see what passed, what is missing and try again.

Milestones with task-level checks
Weighted scorecards by skill area
Live leaderboards for events
Pass or fail, detailed, or silent feedback

How scoring works

Milestones

Set up the cluster 3 of 3 checks

2 Deploy the service 2 of 3 checks

Deployment has 3 ready replicas
Service exposes port 8080
Health endpoint returns 200

Almost there · 2 of 3 checks done Re-check

3 Scale and observe 0 of 3 checks

Scorecard

76/ 100

Weighted across 3 skill areas

Configure 92
Deploy 74
Troubleshoot 61

Checked by the lab, never by AI

Northwind AcademyYour organisation · northwind.gravitylabs.cloud

EMEA partnersSub-org

Spring challengeWho can join: @partner.com only

ASDOMLRISA +235

University programmeSub-org

Cloud 101 cohortWho can join: anyone with the link

KMJPNVTB +86

Every participant gets their own identity, licences and lab. Nobody sees anyone else's.

Multi-tenant

One platform. Many organisations.

Give every customer, partner or department its own space, its own address and its own rules. Decide who can join each event, down to the email domain.

Organisations and sub-organisations
Features switched on per organisation
Your own sign-in page and subdomain

Multi-tenant in detail

Inventory, handled

Accounts, licences and access. Across every cloud.

Every participant gets their own lab account, the licences their track needs and a time-boxed pass. We issue them, renew them and take them back, so your team never touches a spreadsheet.

Licence plan What each track needs
Lab account One identity per person
Licences Assigned automatically
Access pass Time-boxed sign-in
Rotation Renewed before expiry
Clean-up Returned to the pool

AzureAWSGoogle CloudMicrosoft 365KubernetesLinux and WindowsSaaS appsYour own software

Your privacy is promised.

Isolation is built into how every lab is made, not added at the end.

One identity per person

Every participant signs in with their own lab account and a time-boxed pass. No shared logins.

One environment per person

Each lab runs in its own space with its own permissions. Nobody can see or touch anyone else’s work.

A wall around every organisation

Your organisation’s data sits behind its own boundary, checked at every layer of the platform.

Answers stay hidden

Solutions and scoring logic never reach the browser, and results are shown with secrets masked.

Portals and apps

Wherever people start, we are there.

Experience portal

Browse the catalog, open a lab preview, and build an event plan you can send to your team.

Explore

Readiness portal

A 30-second check of any laptop and network before lab day, with a fix list for IT.

Run a check

9:41

Good morning

Priya

Daily goal

20 of 30 min · keep going

MTWTFSS

Continue

Containers in production

Milestone 3 of 5 · 18 min left

Resume lab

7badges

#14league

3courses

Home Catalog Glam Events

Mobile app

Daily goals, streaks, courses and your events, right in your pocket.

See the app

Any use case

If it runs on a computer, you can teach it here.

Cloud, AI, data, security, development, office apps or your own software. One platform for all of it.

Universities and colleges Real lab time inside every course, graded for you.

Hackathons and challenges Teams, live scoring and a leaderboard on the big screen.

Enterprise upskilling Prove your people can do the job, task by task.

Sales demos and POCs Give every prospect their own working environment.

Workshops and conferences A full room, hands on keyboards in minutes.

Self-paced learners Courses that end in a real, working result.

Run your first lab today.

Start on your own, or let us show you around. Either way, people will be hands on in minutes.