What problem does it solve? Sales compensation plans often reward the wrong behavior, inflating bookings while eroding margins, deal quality, and cash flow. This Skill provides an evidence-backed framework for designing incentive structures that align sales behavior with durable, profitable revenue. ## Core Features & Use Cases - Compensation Plan Design: Define desired selling behavior, select measures, set pay mix and payout curves, and model edge cases before rollout. - Risk-Adjusted Decisioning: Compare plan options using risk-adjusted value, confidence weighting, and hard-constraint checks simulated in a Business Digital Twin. - Quality Gates and Clawbacks: Add safeguards against low-quality bookings and test the total compensation cost of sales. - Use Case: A founder asks how to restructure sales commissions without exceeding cash limits. The Skill loads company context, compares at least three feasible plan options against the counterfactual, and recommends the highest confidence-weighted option with a monitoring plan. ## Quick Start Use sales compensation design to propose a new commission plan that improves profitable attainment without exceeding our cash and risk limits.