• Conduct second-pass quality reviews to ensure overall linguistic accuracy and consistency across batches. • Validate and calibrate severity assessments to maintain alignment with quality standards. • Identify systemic MT quality issues, including recurring error patterns, tone mismatches, and terminology inconsistencies. • Provide high-level qualitative feedback that directly contributes to final quality reporting and continuous improvement efforts.