We evaluate four dimensions: (1) Data readiness (quality, lineage, governance maturity), (2) Analytics maturity (existing BI infrastructure, self-service capability), (3) Organizational readiness (user adoption of analytics, executive alignment on priorities), (4) Technical architecture (data warehouse, cloud readiness, API/integration capability). The assessment identifies: which use cases are quick wins vs. require foundational work, whether data governance or analytics upskilling is the bottleneck, realistic timeline to business impact. Typical timeline: 4 weeks. Deliverable: readiness report + phased adoption roadmap.