System Status

All systems
operational.

Telemetry Pending
Live metrics coming soon
Active Nodes
across 5 regions
Running Jobs
at this moment
GPU Utilization
network average
Uptime
last 90 days
Active Endpoints
inference serving
Avg Job Boot
cold start time
Regional Network Map
US-EAST— nodes
US-WEST— nodes
EU-WEST— nodes
AP-SOUTH— nodes
AP-EAST— nodes
Coming Soon

Live telemetry not yet available

Real-time cluster metrics will be enabled in a future release.

Roadmap

Where we've been.
Where we're going.

From POC to full ecosystem — our development roadmap, phase by phase.

Phase 1

POC — Foundation

Summer 2025completed

Proof of concept built at ETHKyiv 2025. Core kernel, public GPU pool, basic training job submission. Won DeAI and State Channels tracks.

Public GPU pool (RTX 3090, RTX 4090)
Basic training job submission via platform
Per-account Garage S3 bucket with presigned-URL data access
Job status and logs
Pay-as-you-go billing
Phase 2

Beta Training

Fall — Winter 2025completed

Platform build-out and beta testing. First real training jobs ran on the cluster — DeepLab and image model fine-tuning. Zero lost checkpoints.

Multi-node distributed training
Automatic checkpoint recovery
DeepLab and image model fine-tuning
PyTorch, TensorFlow, HuggingFace support
REST API and Python SDK
Zero lost checkpoints across all beta runs
Phase 3IN PROGRESS

Managed Clusters + Inference — Beta

2026 — nowcurrent

Active beta testing of managed clusters and inference endpoints. Dedicated nodes, isolated kernel, and first live inference runs with early users.

Bring your own model or select from the registry
Dedicated, non-shared nodes (beta)
Isolated job kernel
Persistent state between runs
Inference endpoints (beta)
Custom GPU configurations
Phase 4

Inference Endpoints

Q3 2026upcoming

Production inference endpoints with autoscaling, OpenAI-compatible API, and Triton backends.

OpenAI-compatible inference endpoints
Triton inference server backend
Autoscale to zero — pay per request
Sub-10s cold starts on public pool
Model registry with versioning
Private Cluster tier (GA)
Phase 5

Full Ecosystem

H2 2026future

Complete end-to-end ML platform — dataset management, automated pipelines, model marketplace, full observability.

Dataset management and versioning
Automated retraining pipelines
Full observability dashboard
Cost optimization recommendations
Federated learning support
SOC 2 Type II certification

Join the ecosystem.
Run your first job today.

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