Inference infrastructure for autonomous agents
Add distributed GPU inference capacity to your existing stack. NexusCompute complements your architecture with an OpenAI-compatible inference endpoint, while your agent runtime and orchestration remain in your infrastructure.
Why NexusCompute
Add another inference option without rebuilding your stack
Keep your agent runtime, orchestration, and routing policy where they are. Add NexusCompute when you want another source of model capacity with operator-controlled funding and credentials.
Flexible Inference Capacity
Use listed distributed GPU capacity for the workloads and models that fit your routing policy.
Primary, Overflow or Fallback Infrastructure
Place NexusCompute where it fits your operator-defined routing strategy without replacing your orchestration layer.
Controlled Spending
Operators add prepaid credits, issue credentials, and choose monthly key thresholds checked against buyer-account spend.
OpenAI-Compatible API
Connect through the familiar chat-completions request format and keep integration changes focused.
Built for autonomous workloads
Provide your agent pipelines with the inference power required for sustained operation.
Research & Synthesis
Summarise documents, compare sources, and support multi-step research when the selected NexusCompute model fits the task.
Automated Coding
Support agents that explain code, draft changes, generate tests, and reason over repository context.
Business & Operations
Add inference capacity for support triage, reporting, classification, and operator-reviewed workflow automation.
Multi-Agent Systems
Give specialised workers a shared inference option while your orchestration layer controls task routing and fallback.
Let agents execute. Keep humans in control.
Autonomous systems require hard boundaries. NexusCompute strictly separates the human operator who controls the funds from the agent that consumes the compute. A human operator must receive beta access, create and fund the buyer account, issue the API key, choose its monthly threshold, and control credential distribution.
Account & Funding
- Owns the root account and protects master administrative credentials.
- Approves funding through prepaid credits. Requests require available balance.
- Creates API keys and chooses monthly thresholds checked against total buyer-account spend.
Execution & Inference
- Authenticates using an operator-issued
sk-nx-...bearer token. - Calls the standardized
POST /api/v1/chat/completionsendpoint. - Uses bounded retries for definitive 503 responses and stops on ambiguous network outcomes.
Infrastructure Integration
A clear separation between your runtime environment and remote execution capacity.
Your Infrastructure
NexusCompute
Operator-Selected Position:
- Primary Provider
- Overflow Capacity
- Fallback Strategy
Three steps to production
A clear, operator-managed lifecycle for connecting your infrastructure.
The human operator requests beta access, creates the approved buyer account, and adds prepaid credits.
Request beta accessThe operator generates bearer tokens and optionally sets monthly spend thresholds for the agents.
Manage credentialsPoint your agent runtime's base URL to the NexusCompute OpenAI-compatible endpoint.
Read documentationAccount-level controls for automated systems
Available prepaid balance is checked before compute is consumed. Operators can also set a monthly threshold on an API key; that threshold is compared with aggregate buyer-account spend for the month.
Monthly Spend Thresholds
Choose a monthly threshold when issuing a key. Monthly key thresholds are checked against total buyer-account spend. Calls through that key are rejected once the account total reaches its configured limit.
Prepaid Execution
Operators fund accounts with prepaid credits. Requests are checked against the available balance before compute is consumed.
Programmatic Routing
Configure NexusCompute as a primary path, overflow capacity, or operator-selected backup. Funding and spend responses require operator action; only definitive capacity responses are candidates for bounded retry or fallback.
Primary Provider
Use NexusCompute as the primary route when a listed model fits the workload, suitable capacity is available, and the application handles documented failure states.
Overflow Capacity
Route selected workloads to NexusCompute when a baseline provider reaches a rate limit or cannot accommodate a surge, using an operator-defined routing policy.
Fallback Strategy
Use NexusCompute as an operator-selected backup. Retry only definitive 503 capacity failures with a strict bound; do not automatically retry ambiguous network outcomes.
curl https://nexuscompute.app/api/v1/chat/completions \
-H "Authorization: Bearer sk-nx-..." \
-H "Content-Type: application/json" \
-d '{
"model": "llama-3-70b",
"messages": [{ "role": "user", "content": "Execute task..." }]
}'
Ready to empower your agents?
Join the beta to get operator access, fund your account, and generate operator-issued API keys for your autonomous systems.