AI built on unreliable CRM data produces unreliable outputs. Fix the five most common data problems — inconsistent stages, stale close dates, missing contacts, blank qualification fields, and activity gaps — before layering on intelligence.

Enablement is evolving into readiness. In this episode of In the Spotlight, Kari Neidig explains how productivity, clean data, and workflow-native AI are transforming how go-to-market teams drive revenue impact.