The quality loop: a closed-feedback system The quality loop: a closed-feedback system

The quality loop: a closed-feedback system

Toloka's quality control is built on a Quality Loop—a closed-feedback system that continually reviews and refines data to strengthen quality over time. This system operates at multiple levels:

  1. Real-time quality checks during expert work (LLM QA Check)

  2. Your verification through Quality Feedback (User Quality Calibration)

  3. Continuous improvement through feedback analysis and system learning

Together, these components provide precise control over every data point while enabling the system to learn and improve.