Data Architecture for BI: Why 80% of Executive Dashboards Display Misleading Figures

Transforming fragmented CRM, ERP, and advertising data into a verified Single Source of Truth for real net-profit decision making.

Garbage in, garbage out. Discrepancies between ad platform claims and audited financial statements create conflict between marketing and finance leaders.

Creating a Reliable Pipeline

By implementing server-side tracking (Meta CAPI, Google Measurement Protocol) alongside normalized warehouse models, leadership gains real-time visibility into net margin rather than vanity ROAS.