BI Readiness Starts with a Governed Data Foundation

Business intelligence doesn’t fix messy data — it scales it. ZONE3000 argues that BI should start with a readiness check of the data foundation: shared metric definitions, reliable source data, and named data owners accountable for quality and logic. It also calls out architectural needs (modular ingestion and transformation layers) plus governed change management (versioned, documented transformations) to prevent “metric drift” as business rules evolve. For tech leaders, this is a practical checklist to de-risk BI rollouts and restore trust in dashboards before scaling analytics.