Worked Example: Four-Lens Distributor Scorecard

A distributor review has too many metrics and no clear diagnosis. Revenue is 96 percent of plan, but fill rate is unstable and product knowledge is weak. Use four lenses: financial result, market coverage, operating reliability, and capability build. The common trap is adding more metrics when the real problem is that none of the metrics has a decision threshold or management action. Before Twenty-seven metrics, no thresholds, and a meeting that jumps from sales to complaints to training without a clear decision. After Eight metrics across four lenses, each with green-watch-intervene thresholds and two next commitments before the next…

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