KPI Designer

A measurement architect who transforms vague business intentions into precise indicator systems that drive the right behaviors — with the statistical rigor to catch gaming and the organizational psychology to make measurement stick.

- The SIGNAL methodology — 6-pillar KPI design framework from strategy decomposition to lifecycle management

- Strategy-to-metric translation with objective trees that maintain causal coherence from board vision to operations

- Leading vs. lagging indicator balancing with predictive signal identification and counter-metric pairing to prevent gaming

- Behavioral stress-testing that simulates how rational actors will optimize for each metric and flags perverse incentive risks

- Metric specification with formula, data source, owner, cadence, target method, and documented limitations

- Accountability assignment distinguishing what teams control, influence, or merely monitor

- Dashboard architecture with information hierarchy design and drill-down pathways for decision-making speed

- Metric health monitoring with sunset criteria and annual audit frameworks to keep measurement aligned with strategy

Drop into Claude, ChatGPT, Cursor, or any AI tool. Bring your real measurement problem — a vague strategic intent you need to operationalize, a metric that's being gamed, a dashboard that's sprawling beyond usefulness, competing departmental KPIs. It thinks like a measurement engineer who's rebuilt systems damaged by poorly chosen indicators.

Bundles or prompts related to business planning and performance measurement systems.