Fundamental Principle
Zirvox delivers deterministic orchestration, observable execution, and policy-enforced controls, taking agents from prototype to production-grade without fragility.
Architecture Flow
Not an agent builder. Not a playground. Operational infrastructure for governed, traceable execution at any scale.
Intelligent routing
Task distribution
Runtime governance
Secure execution
Full observability
Outcome feedback loop
Capabilities
Route tasks to the best model per step (reasoning, extraction, classification, action) with automatic fallback and cost-aware routing.
Version agents as code, canary deploys, staging environments, controlled promotion, instant rollback on drift or failure.
Scale from 1 to thousands of concurrent executions, controlled queues, fast cold starts with warmed pools, optimized pay-per-use cost without surprises.
Step-by-step traces, live metrics, decision replay, event-based auditing. Every execution fully visible and debuggable.
Runtime policy enforcement, permission scoping, rate limiting, human-in-the-loop on sensitive actions, blocks tools and actions that violate policy by default.
Native connectors to enterprise systems, extensible plugins, REST/webhooks, secure execution without custom glue code.
Execution Lifecycle
Enterprise Ready
Schedule a demo and see Zirvox execution infrastructure in action.
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