Metrics are situated
Performance happens inside a context: incentives, customer expectations, team norms, confidence and access to information. Comparing people without that context can create precise but misleading conclusions.
Listen for patterns
Short qualitative interviews can expose friction that a scorecard cannot: ambiguous rules, emotional load, workarounds and tacit knowledge held by the strongest performers.
Combine evidence
The strongest operational picture joins quantitative trends with repeated qualitative themes. Numbers show where to look; structured listening helps determine what to change.