Human-in-the-Loop

How Kadoa’s human-in-the-loop system ensures data quality and handles edge cases

Kadoa’s human-in-the-loop system combines AI automation with human oversight to ensure high-quality data. The Kadoa Assistant builds and tests a deterministic pipeline, then hands you a sample to approve. You stay in control of every step.

Review State

After the Assistant builds your workflow, it automatically generates a data sample for your review:

1. Sample data gets generated automatically → You’ll get an email when ready
2. Review the data → Check that the fields and values are correct
3. Refine → Ask the Assistant in chat to adjust fields, navigation, or the schedule, or edit the schema and prompt directly, then rerun
4. Approve → The workflow processes the full dataset

Sample data is free and no quota is used until you approve. Refine and rerun as many times as you need.