Private compute management platform
Control plane / data plane separation
Keep orchestration, policy, and visibility centralized while keeping execution close to the compute resources themselves.
Private compute management platform
One control plane for every server you operate.
Axon Platform is the private backend for provisioning, orchestrating, and observing compute infrastructure — starting with GPU servers, built to extend to any node type you bring into the platform.
- Model
- Control plane / data plane
- Backend
- API-first, frontend-agnostic
- Resource scope
- GPU servers → bare metal → beyond
What the platform does
Provision
Register compute nodes into the platform and configure them for use.
Schedule
Place workloads intelligently across available resources.
Monitor
Track node health, resource usage, and job activity in real time.
Bill
Attribute usage and cost back to workloads, tenants, or teams.
Currently managing: GPU compute servers —
built to extend to bare-metal and beyond.
Core philosophy
Designed for clean boundaries and long-term growth.
The platform is built to grow: beginning with GPU compute, extending into general bare-metal management, and eventually supporting whatever infrastructure profile each operator needs to run.
API-first architecture
Expose a single, stable backend surface so management consoles, portals, automations, and node agents all integrate through the same contract.
Modular service design
Decompose scheduling, billing, monitoring, authentication, and provisioning into focused platform services that evolve independently.
Provider-agnostic compute abstraction
Model nodes, resources, workloads, and usage at a level that works across GPU servers, bare-metal hosts, and future infrastructure types.
Architecture
A clear path from client request to compute execution.
Every operation flows through a fixed chain. Client requests enter through the API layer, get interpreted by Axon Core, are handed off to the right subsystems, and ultimately executed by a node agent running on the actual server.
1
Clients
Dashboards, portals, automations, and external integrations.
Axon API
Authenticated, versioned entry point for all control operations.
3
Axon Core
Central orchestration — interprets requests and coordinates platform services.
4
Scheduler / Billing / Monitor
Parallel operational subsystems each owning a focused domain.
Axon Node
Agent installed on each server — executes jobs close to the hardware.
6
Compute Resources
The actual GPU, CPU, or bare-metal capacity the platform manages.
Centralized control
Policy, routing, and visibility stay in one place regardless of how many node types or tenants the platform grows into.
Edge execution
Axon Node agents run directly on each server so jobs execute close to the hardware — no remote round-trips during execution.
One backend contract
Every surface — admin console, external portal, or internal automation — communicates through the same stable API layer.
Core modules
Eight focused services, one coherent platform.
Each module owns a discrete area of responsibility so the platform evolves without accumulating coupling between infrastructure execution, financial tracking, observability, and access control.
Axon API
Handles routing, authentication, and versioning for the control plane surface.
CO
Axon Core
Central orchestration that coordinates workflows across the platform.
SC
Axon Scheduler
Allocates and places workloads across available compute resources.
Axon Node
Runs on servers close to the hardware, handling local job execution.
GP
Axon GPU Manager
Tracks GPU resource inventory, state, and availability.
MO
Axon Monitor
Provides metrics, health checks, and observability across the stack.
BI
Axon Billing
Captures usage and cost attribution for compute resources and jobs.
AU
Axon Auth
Implements authentication and role-based access control across services.
Roadmap
Start with GPU compute, grow into a general-purpose infrastructure platform.
The initial focus is establishing a solid control plane for GPU servers. Later phases introduce billing workflows, multi-tenant isolation, and broader node type support — including bare-metal hosts for workloads like web hosting.
Phase 1
Core control plane
Auth, node management, resource tracking, and the foundational API layer.
Phase 2
Billing
Cost attribution and usage-based financial workflows across resource pools.
Phase 3
Multi-tenant
Account isolation, team-level access controls, and scoped resource visibility.
Phase 4
Expanding resource types
Extend beyond GPU servers — bare-metal hosts, storage, and further compute profiles.