Build comparable client records
Provide a distinct client name plus its revenue, direct costs, and time allocation for the same analysis period. The analyzer compares those records, reports per-client profitability, and positions each client in the ranking. Use consistent periods and units: annual revenue against monthly costs produces a meaningless rank. Treat direct costs as client-attributable; include shared overhead only through a consistent allocation across clients.