Agents & knowledge
AI orchestration
Coordinating models, prompts, tools, data, memory and control flow.
Definition
Orchestration software manages the sequence, branching, retries, state and policies that turn AI components into a working application.
Why it matters
Many production failures come from orchestration rather than the base model, so the full flow must be versioned and evaluated.
Related concepts
- System under test
The complete configuration being evaluated—not only the model.
- AI agent
A system that plans and takes actions using models, tools and state.
- Audit trail
A durable record of inputs, evidence, decisions, actions and versions.