Building a "Zero-Trust" Data Quality Framework for BI

In the data-driven landscape of 2026, "Trust" is the most expensive and fragile currency you have. A single incorrect number on a CEO's dashboard can destroy months of work building a data culture. Once an error occurs, user trust vanishes. Our framework ensures 100% accuracy via Shift-Left testing, automated profiling, and end-to-end observability.