Feedback and Promotion

Orlo does not auto-inject corrections directly into production datasets.

Feedback states

The feedback flow is governed:

  • pending
  • staged
  • rejected
  • promoted

Why this matters

This keeps the improvement loop auditable and reduces the chance of poisoning datasets with malformed or low-quality corrections.

Promotion outcome

When staged corrections are promoted, Orlo creates a new dataset version from those approved samples.