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DATA-DRIVEN-DECISIONS5 MIN READ

Sort KPI Risks Before You Set Targets

Identify metric anti-patterns that can distort data-driven decisions.

Agents shorten calls but customers contact support again tomorrow Proxy drift Reps book unqualified meetings to hit activity goals Gaming Marketing optimizes leads that Sales cannot convert Local optimization Revenue target reveals failure only after the quarter ends Lagging indicator Checkout conversion rises while refunds rise too Missing guardrail Managers track dashboard visits as proof of better decisions

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