The AI-Driven Lab for
Zero-Setup Learning.
Instant access to AI Labs, Virtual Machines, and Cloud Consoles.
Launch in just 60 seconds.
AIXL Engine
Orchestrator
The Ultimate AI-Native
Lab Platform.
Multi-IDE. Multi-Cloud. Zero Friction.
Full VS Code & JupyterLab.
In the Browser.
Not just an editor. A full-blown environment with in-browser VMs, Shell, Extensions, Terminal, and Copilot support.
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from transformers import AutoModel
# Specialized Enterprise Runtime
model = AutoModel.from_pretrained("enterprise-v1")
AI-Native Core
Pre-configured environments with cutting-edge AI/ML frameworks and tools.
Native Cloud Consoles
Guided labs for Hyperscalers. Live or simulated consoles.
High-Performance VDI
Stream full desktop environments at 60fps directly in the browser. No plugins, no RDP clients.
Guided DevOps Labs
Complete hands-on environments for mastering infrastructure.
Technology Stack
Policies. Security. Performance.
Native support for 35+ industry-leading technologies.
The Full Cycle
Complete your AI Enablement Stack.
Labs are just the sandbox. Connect them with verified assessment and expert training.
AIXL Academy
The leaders in instructor-led corporate AI training. We don't just build labs; we train the teams that use them.
Visit AcademyTraining completed.
But are they ready?
Don't fly blind. Replace static MCQs with Expert AI Agent conversations to Detect Skill Gaps and False Signals.
Instant-Start Templates
Don't start from scratch. Deploy production-grade environments in seconds.
Instant VDI
Full Windows 11 or Ubuntu desktop streamed at 60fps. No VNC clients needed.
AI Research Lab
JupyterLab optimized for ML with PyTorch 2.0, CUDA drivers, and pre-loaded datasets.
Modern Full Stack
Complete Next.js 14 environment with Springboot, Postgres, and authentication ready to go.
DevOps Cluster
Multi-node K3s cluster with Helm, Prometheus, and Grafana pre-configured.
The Platform Engine.
Beyond simple labs. A complete orchestration layer managing cost, security, and identity at enterprise scale.
Application Lab
Zero-Trust Exposure
Instantly expose running web apps and APIs via secure, ephemeral tunnels. Protected by our zero-trust proxy—no public internet exposure required.
- Dynamic Port Mapping
- Authenticated Sharing
- Edge SSL/TLS Termination
Hyperscaler
Managed Identity
No static keys. We inject short-lived IAM credentials directly into the environment. Native access to AWS Console, Azure Portal, and GCP.
Smart Scheduler
Cost Intelligence
Labs auto-hibernate after idle user detection. Start/Stop logic is tied to class schedules. Prevents weekend billing surprises.
Enterprise RBAC
Granular Governance
Define who can launch what. Isolate datasets between teams. Audit logs for every keypress and API call ensure full compliance.
Enterprise Scale.
Built for rigorous compliance, governance, and security requirements. Deploy with confidence.
Federated Identity
SAML 2.0 & OIDC integration with Okta, Azure AD, and Google Workspace.
VPC Peering
Direct private connectivity to your existing cloud VPCs. No public exposure.
Data Sovereignty
Guarantee data residency with region-locked deployments (US, EU, APAC).
Custom Policies
Define granular OPA (Open Policy Agent) rules for resource usage.
Infrastructure as Code
Define labs via YAML/Terraform blueprints. Version control your environments.
Headless Architecture
Full programmatic access via REST and GraphQL APIs for custom portals.
Built for the AI-Native Era.
From training Agentic AI swarms to full-stack DevOps. Launch complex environments in seconds, not hours.
Agentic AI & LLMs
Drastically Reduced Inference Costs. Run multi-agent swarms using local LLMs (Llama 3, Mistral) directly in the browser.
Zero configuration required—students get a pre-warmed environment with LangChain & AutoGen installed instantly.
Copilot Training
Seamless UX. Skip the "it doesn't work on my laptop" chaos. Every student gets an identical, pre-authenticated VS Code environment in seconds.
Spark & Data
Optimized Compute. Spin up ephemeral Spark clusters efficiently. Auto-hibernation ensures you only pay for active learning time.
DevOps Training
Risk-Free Environments. Give every student their own Kubernetes cluster. Crash it, reset it, learn faster without risking production bills.
Full Stack
Frictionless Workflow. Automated port forwarding gives instant preview URLs. Focus on coding, not configuring networks.
Pay only for what
you actually use.
No wasted capacity. No rigid tiers. Just pure, scalable compute
tailored to your exact curriculum needs.
Consumption Based
Billed only for active lab minutes. Auto-hibernation stops the clock when students take a break.
Custom Specs
Define the exact CPU, RAM, and GPU resources for each lab type. Never overpay for idle power.
Volume Discounts
Significant savings for universities and large bootcamps deploying 100+ concurrent environments.
Build Your Lab Package
We don't believe in generic "Pro" plans. Tell us your exact requirements—cohort size, hardware needs, and duration—and we'll architect a cost-efficient proposal for you.
No credit card required • Response within 24 hours
Frequently Asked Questions
Everything you need to know about AIXL Labs
How does the hibernation engine work?
Our smart hibernation engine automatically pauses idle labs after a configurable period (default 15 minutes). The lab state is saved as a snapshot, and when the learner returns, the lab resumes exactly where they left off—in under 30 seconds. This reduces cloud costs by 70-90% compared to always-on VMs.
Can we use our own cloud account?
Yes! AIXL Labs supports 'Bring Your Own Cloud' (BYOC) for Enterprise plans. You can deploy labs in your existing AWS, Azure, or GCP accounts, giving you full control over data residency and billing.
What's the pricing model?
We operate on a pure on-demand consumption model. You only pay for the exact compute resources (CPU/GPU/RAM) used during active lab sessions. We also offer significant bulk discounts for large cohorts or university-wide deployments. Contact us for a custom quote tailored to your curriculum.
How secure is the lab environment?
Each lab runs in a completely isolated container or VM with network sandboxing. We're SOC 2 certified, GDPR compliant, and support SSO/RBAC for enterprise security. All data is encrypted in transit (TLS 1.3) and at rest (AES-256).
What happens to learner data?
Learner code and progress are saved in their individual namespaces and can be exported anytime. For Enterprise plans, you have full control over data retention policies. We never use customer data for training AI models.
Do you support Windows-based training (Power BI, SAP)?
Absolutely! Our VDI Engine provides full Windows desktop environments via HTML5, perfect for Power BI, SAP GUI, MS Project, and other Windows-only tools. No RDP clients needed—everything runs in the browser.
Can trainers see what learners are doing in real-time?
Yes! Trainer God Mode provides a mosaic view of all active labs, shadow mode to watch learners' screens, code broadcast to share solutions, and real-time logs for debugging. Trainers can even take over a learner's session to provide hands-on help.
What cloud regions do you support?
We support 15+ regions across AWS, Azure, and GCP including US East/West, EU (Frankfurt, Ireland), Asia Pacific (Singapore, Sydney, Mumbai), and more. Enterprise customers can request specific regions for data residency compliance.
Still have questions?