AI Orchestration

Orchestration turns isolated models into a governed decision system.

Debatidor coordinates participants through roles, turns, shared context, state, evidence, and explicit approval points instead of hiding the process behind one final answer.

The orchestration contract

Roles

Give each model or agent a purpose, scope, and responsibility in the room.

Turn policy

Choose sequential participation, active moderation, or Lead-driven delegation.

Shared state

Keep the objective, evidence, task state, and unresolved disagreements visible.

Approval gates

Pause before sensitive or irreversible actions and ask the user for a decision.

From discussion to execution

A debate can end with a verdict, while a Lead workflow can continue into planned tasks and verifiable results. The transition should preserve which evidence supported the choice and which agent performed each step.

That trace makes it easier to review failures, compare alternatives, and improve the process without pretending that automation removes human responsibility.

Keep exploring