All these approaches to goal setting are based on linear goals: they were created for controlled environments that lend to readily measurable outcomes with predictable timelines.

Yet many of us who have tried to use data to inform decisions in organizations have experienced a different reality. One where we are constantly confused by how metrics are defined, bicker over how to interpret various analyses, and struggle to apply the insights into action.