What Gets Measured Gets Managed. What Gets Mismeasured Gets Mismanaged.

Why AI is accelerating better metrics built on stronger mathematical foundations—and why leaders should focus on inputs, validation, and outcomes, not equations.

Artificial Intelligence, LeadershipLen MusielakJanuary 5, 2026AI metrics, Decision Making, Operational Analytics, Data-Driven Leadership, Trust In DataComment

len@lenmusielak.com