3. Data quality checks

Line operations safety audit observations quality check

Observers are calibrated individually and as a group to ensure inter-rater reliability. As observers progressively submit their observations, these are monitored for quality and feedback provided when needed. All observations are then submitted to an internal cleaning process to ensure consistency of coding.