Separation of Concerns
The control plane coordinates lifecycle decisions while execution runs in isolated workers. Clear boundaries reduce failure propagation and keep responsibility explicit.
Architecture
AI Orchestration Architecture
A concise view of how orchestration, execution, evaluation, and isolation fit together.
System Design Principles
Guardrails that keep lifecycle authority centralized and execution isolated.
Centralized Authority
Lifecycle state, retry authority, and promotion gates are centrally enforced. This keeps outcomes deterministic even as execution scales horizontally.
Lease-Based Execution
Work is granted via exclusive leases. If a worker stops responding, the system reclaims ownership safely and continues without manual intervention.
Evaluation-First Design
Quality signals are first-class: evaluation is integrated into orchestration and used to gate promotion, not just to analyze incidents after the fact.
Architecture Detail
Expanded view of orchestrator, runners, and evaluation flow.
Architecture Breakdown
Expandable sections for concise, enterprise-ready detail.
Deep Dive Further
If you want more detail, we can walk through the architecture with your requirements in mind.