System
QG Systems
Intro
Quality assurance system used across dozens of surveys and national census workflows, designed to enforce consistent evaluation and validation at scale. Originally built as a monolithic system, still actively used across production workflows.
Problem
Quality controls across survey and census workflows were inconsistent between teams, creating uneven evaluation quality and slow validation cycles.
Solution
QG Systems centralized evaluation criteria, validation checkpoints, and evidence tracking into one operational QA flow used by multiple production teams.
Impact
The platform has been used across dozens of survey and census executions, improving consistency, shortening review loops, and sustaining long-term production usage.
Tech / Architecture
Originally built as a monolithic system, then hardened through production operations to remain stable under repeated high-volume QA workflows.