The Incentive Audit: Aligning Human, Team, and AI Motivations to Stop Accidental Work

Executives often assume motivations line up: teams pursue company goals, tools increase throughput, and AI helps scale judgment. The core insight: misaligned incentives—subtle metrics, ambiguous reward signals, and proxy optimizations—are the hidden force that redirects effort away from strategic priorities. This briefing explains a three-step Incentive Audit you can run in under an hour: (1) Map the explicit and implicit rewards for a single workflow (metrics, bonuses, automation triggers); (2) Detect proxies and perverse loops where short-term gains beat long-term value; (3) Rewire with narrow guardrails, revised metrics, and human checkpoints so incentives produce the behavior you actually want. You’ll get concrete detection heuristics, a short template to run the audit on one team or AI pipeline, and a one-change experiment to realign behavior this week. Action: run the audit on one recurring workflow, implement one correction, and subscribe. Stay agentic.