Current-State Audit & Blueprint
We start by assessing your current data landscape: what systems you have (ERP, CRM, financial systems, syndicated feeds), where the silos are, where the numbers fail to reconcile to the general ledger, and what pain points users experience. We then co-design the future-state blueprint with your finance, data, and IT teams: the data architecture (Fabric, Snowflake, Databricks, or BigQuery, sized to your data volume and team), governance (data ownership, quality checks, reconciliation rules), the semantic model, and the specific analytics, dashboards, and AI use cases it must support. The result is the roadmap from today's fragmented state to one governed platform.