multi-agent-orchestration

Provider orchestration discovers available models and uses a capability matrix to route tasks to the most suitable AI provider. It evaluates provider status, capabilities, and cost constraints before delegating execution.

You can route coding and research tasks to different AI providers by applying capability-based routing. This matches task requirements against a provider matrix to delegate execution to the most appropriate available model.

Yes, you can use provider orchestration for offline privacy workflows with Ollama. The routing system includes Ollama in its provider matrix to support sandboxes and private execution without relying on external cloud models.

The best way to manage AI delegation costs across multiple providers is through cost-aware routing. The orchestration system applies cost checks before delegation to ensure tasks are routed efficiently within budget limits.

Yes, multi-agent orchestration works with web search and sandboxed execution workflows. It coordinates these multi-provider tasks by routing them to the appropriate provider while maintaining reliability and cost awareness.