You've Deployed the GPUs.Now the Real Work Begins.
AstraGo is the enterprise AI platform that automates every operation after your GPU infrastructure goes live. From training to serving, it all comes together on a single platform.
Everything GPU operations need,
on a single platform
From rollout to operations, we simplify complex GPU infrastructure management into one unified platform.
From training to serving, end to end
Just bring your model file. BYOM, vLLM, and OpenAI-compatible APIs are generated automatically.
Automated enterprise operations
Orbit scheduler, policy-based resource reclamation, multi-tenancy, and unified monitoring.
Air-gap ready. No compromises.
True air-gapped support powered by an internal registry. Your data never leaves your environment.
You've Deployed the GPUs.Now the Real Work Begins.
The 6 problems we hear most often in the field, and AstraGo's answers.
GPU utilization stays below 30%
AstraGo's proprietary scheduler, Orbit, packs workloads densely to prevent resource fragmentation, while automatic reclamation policies instantly recover idle resources.
Every team uses different tools, so you have no visibility
Manage every cluster, workspace, and workload from a single control plane.
Urgent training jobs get buried in the queue
Guarantee your SLAs with priority queues, distributed training scheduling, and priority policies.
Infra staff are the bottleneck in turning models into services
Just upload your model files and BYOM automatically configures vLLM and Dynamo runtimes and generates an OpenAI-compatible API.
Running AI in an air-gapped environment is far too complex
Full air-gapped operation built on an internal registry. Runs entirely within your infrastructure, with no external dependencies.
You don't know how much of your GPU is being wasted
Start with a diagnosis from AstraMon. Simulate your current waste and the savings from adopting AstraGo, free of charge.
Everything enterprises need
Orbit Scheduler
AstraGo's proprietary scheduler. Reliably runs high-density batch and distributed training workloads.
Workspace Multi-Tenancy
Workloads, volumes, source code, serving, and registries are all isolated at the workspace level. Project, organization, and team boundaries stay clearly defined.
GPU Partitioning
Allocate a single GPU to multiple workloads reliably with NVIDIA MIG. Use GPU resources efficiently in finer-grained units.
Separate Batch and Interactive Modes
Separate Batch Jobs (iterative learning and large-scale training) from Interactive Jobs (VS Code and Jupyter environments) to optimize resource efficiency and user experience at the same time.
Unified Monitoring and Reporting
Centralized Kubernetes cluster monitoring plus automatic weekly and monthly PDF report generation with scheduled delivery to recipients. Automatically generates executive-ready reports.
Enterprise Security
Enterprise SSO, container image vulnerability scanning, and full air-gapped support.
One cluster,
multiple organizations, securely isolated
Five resource types are isolated per workspace.
Just prepare your model file.
AstraGo handles the serving.
Everything from a trained model to a live API service is completed on a single platform. No need to write Helm charts or manifests.
Prepare Your Model
Automatic Hugging Face download or direct SFTP upload
Choose a Runtime
vLLM (single node) or NVIDIA Dynamo (multi-node distributed inference)
Automated Deployment
Kubernetes resources created automatically (no Helm or Manifests required)
Instant Validation
Start testing immediately once running, with a ChatGPT-style chat UI.
BYOM (Bring Your Own Model)
- Automatic serving generation from model files
- Automatic OpenAI-compatible API provisioning (Endpoint + Access Key)
- Use your existing OpenAI SDK as-is
- Connect to on-premises storage
- Easy automatic download from Hugging Face
const openai = new OpenAI({
baseURL: "https://your-astrago/v1",
apiKey: "your-access-key"
});Works with your existing OpenAI SDK as-is
Deployment is just the beginning.
We support you through stable production operations.
From incident response to operations training, AstraGo provides end-to-end professional services.
72-Hour Recovery SLA
We target recovery within 72 hours of an incident, with support available on business days from 09:00 to 17:00.
Root Cause Analysis Report
We deliver a root cause analysis report along with measures to prevent recurrence, so similar issues don't happen again.
Operations Best Practices Training
One complimentary training session per license to help standardize operational practices and enable stable in-house operations.
Ongoing Patches & Upgrades
We provide security patches and version upgrades, keeping your environment up to date long after deployment.
The remarkable metrics of infrastructure transformed by AstraGo
GPU Operational Efficiency
Average Resource Utilization
Model Deployment Time
Failure Detection Lead Time
On-premises, cloud, or hybrid
free from environment lock-in
On-Premises
- Full data sovereignty guaranteed
- Official air-gapped network support
- Protect existing infrastructure investments
Typical Deployment
Finance · Public Sector · Defense
Cloud
- Listed on the KT Cloud Marketplace
- Get started instantly
- Elastic scaling
Typical Deployment
Startups · Research Institutions
Hybrid
- Single control plane
- Policy-driven workload placement
- Move freely between on-premises and cloud
Typical Deployment
Enterprise · Telecommunications
12 organizations have partnered with us since Q3 2024
Together with trusted global partners, we're setting a new standard for AI infrastructure.
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“GPU utilization tripled, and we now run LLMs reliably in an air-gapped environment.”
“Our operations team stayed the same size, yet our cluster scaled to three times its previous size.”
“Model deployment time dropped from 3 days to 30 minutes.”
See how much you could save
in your own environment
AstraMon identifies waste in your current GPU infrastructure and estimates the savings you could achieve with AstraGo. Validate the impact with data from your own environment before you decide.
How would you like to get started?
Assess Your Current State
Use AstraMon to see exactly how much GPU capacity you're wasting and how much you could save.
Talk to Our Team
Our experts guide you from environment analysis all the way through PoC.
See where resources are being wasted in your
environment right now
Start collecting data immediately after installation
and leverage historical data for more accurate diagnostics.