Stella Sinclair and Nakel Ethan Nikiema explain why so many organizations stall at descriptive reporting and what it takes to reach Level 3 BI: governance, data quality, standardized KPIs, metadata, and an operating model that enforces one version of the truth.

They offer a practical starter roadmap, create a governance charter, run KPI alignment workshops, audit data quality, define BI roles and processes, and embed leadership rituals, so teams can build trust, scale analytics, and prepare for predictive and AI-driven decision-making.