When inference finds
its structure.

Whoever controls inference controls AI

Inference managment platform. Control access, spending, and agent behavior in one place, with clear budgets, guardrails, and real time insight into every inference.
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Capabilities

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Set deterministic budgets across every inference workflow.

Set granular budgets as one-time, hourly, daily, or monthly limits, including per-model allowances. Support just-in-time increase requests for creator approval, shared parent-to-sub-agent budgets, and direct inference-credit transfers between agents.

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Features

Modular Access Control

Virtual Keys

Issue distinct API keys per agent, project, or developer without exposing master credentials.

Budget Management

Hard Budget Caps

Set strict spending limits (for example, "$10.00 max") per key. When spend is hit, the gateway closes instantly.

Inference Optimisation

Unified Proxy

Use one OpenAI-compatible endpoint to switch models or route traffic without changing application code.

Budget Management

Live Ledger

Track inference costs in real time and see exactly which agent is spending what, down to micro-cents.

Modular Access Control

Instant Revocation

Kill any key in one click to stop leaks or runaway loops immediately.

Agent Operations Management

Team Observability

Grant team-wide access while centralizing billing and operational visibility.

Some interesting things happen once you can control inference.

Agent: Personal

Personal assistant orchestration for daily creator workflows.

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Agent: Quant

Quant execution with delegated market and filing analysis.

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Providers and models

Manage inference across providers and models in one control plane with consistent access policies, spend controls, and real-time operational visibility.