Learning loop
Feedback is product signal.
The product gets sharper because the operator teaches it where the work was.
Feedback events
- 1
Review
A retailer approves, skips, adjusts, or investigates a recommendation.
- 2
Capture feedback
Coodra records whether the recommendation was useful, noisy, wrong, or incomplete.
- 3
Tune ranking
Future queues use that feedback to sort similar decisions more intelligently.
- 4
Keep humans in control
Learning improves recommendations. It does not remove review.
How the loop improves
The useful signal is not only whether someone clicked approve. Corrections, repeated skips, and low-value recommendations matter as much. They tell Coodra where the model was too eager, where data was missing, or where a retailer has a rule that should be respected next time.
Guardrails
Learning should improve ranking and explanations, not quietly change operational systems. Coodra should keep review history separate from connector credentials, account permissions, and unsupported writes.