The Cost of Bad Data
In high-stakes BI, trust is fragile. We use a Zero-Trust Data Quality Framework to assume all data is flawed until proven otherwise.
"Assumes all data is flawed until proven otherwise." — Datta Sable
Shift-Left Testing
Caught errors early via Data Contracts are critical for modern orchestration. Every dashboard should feature a visible 'Health Badge' to communicate trust directly.

