Most performance gaps aren't what they look like on the scorecard. Diagnosing whether the gap is skill, confidence, behaviour or context is the job before the intervention. Getting that wrong costs more than the original problem.
"Fairness in management doesn't mean treating everyone the same. It means knowing what each person actually needs and being precise enough to deliver it."
I've managed people in high-volume, regulated environments for a decade. The cases below involve specific people in specific situations. I've had team leaders flagged on a scorecard who just needed a different kind of support, and people who looked fine on paper who were about to walk. The data tells you where to look. The conversation tells you what's actually going on.
Same KPI scorecard flagged both. Same role. Completely different situations. Why fairness in development doesn't mean treating people the same, and the two interventions that actually worked.
Absence rates at 20%, no process, no consistency. How we brought it under 3% in 8 months, without triggering mass formal proceedings and without losing the team's trust.
About these cases
These are people Paulo managed. The situations are anonymised but the dynamics are real. Paulo Gomes has managed teams in regulated pharmaceutical distribution for 10 years.
