Evaluate sales activities based on customer outcome, profitability, forecasting reliability, and sustainable performance.
Direct sales performance should not be measured solely by sales volume. Lead conversion, opportunity speed, offer success, margin, customer acquisition, forecast accuracy, and post-sales results should all be evaluated together.
Analytical systems should show managers the overall results and sales staff their priorities and areas for improvement.
Reports should not only describe the past; they should establish responsible and traceable actions for missed opportunities, risk of loss, capacity issues, and customer opportunities.
Artificial intelligence governance
Scoring, prediction, and recommendation models should be regularly monitored for accuracy, bias, explainability, data source, and human control.
Measure sales performance not to generate more activity, but to understand and improve behaviors that deliver real value to the customer and the company.