How do I apply the idea that incentive design as system change?

The most direct way to practice is through a focused exercise: Audit the incentive system for one role in your organization. List every metric that is measured, reported, or rewarded — both formally (performance reviews, bonuses, promotions) and informally (what gets praised in meetings, what gets attention from leadership, what gets criticized). For each metric, ask: If someone optimized exclusively for this metric, what behavior would they exhibit? Would that behavior serve the organization well? If optimizing for the metric produces dysfunctional behavior, the metric is misaligned — it measures something different from what the organization actually needs. Redesign the metric to align measurement with organizational need. The most common misalignment: measuring output (how much was produced) when the organization needs outcome (what impact was achieved).

Common pitfall: Designing incentives that optimize one dimension at the expense of others. Every metric creates pressure toward the measured dimension and neglect of unmeasured dimensions. A sales team incentivized on revenue will pursue revenue at the expense of profitability. An engineering team incentivized on velocity will pursue speed at the expense of quality. A support team incentivized on response time will pursue speed at the expense of resolution. The failure mode is not that the incentive is wrong — it is that the incentive is incomplete. Single-metric incentives always produce lopsided optimization. Balanced incentives require multiple metrics that together capture the full range of desired behavior.

This practice connects to Phase 84 (Systemic Change) — building it as a repeatable habit compounds over time.