The core tenet of NIDG is that people are already managing data; they just don’t have the title. A business analyst who cleans a monthly report is already "governing" that data. NIDG identifies these organic stewards
Governance is seen as a hurdle to overcome rather than a tool for empowerment. The core tenet of NIDG is that people
It doesn't require a massive cultural overhaul. It doesn't require a massive cultural overhaul
By empowering the people closest to the data (the "operational stewards"), errors are caught at the point of entry. This reduces the need for expensive, "invasive" data cleansing projects later in the lifecycle. Cultural Alignment Cultural Alignment This book is considered a seminal
This book is considered a seminal work in data management because it flips traditional, top-down, command-and-control governance on its head.
Non-Invasive Data Governance operates on a single, radical premise:
When governance feels like a "tax" on productivity, people find workarounds. This leads to shadow data systems and poor data quality. The Pillars of the Non-Invasive Approach 1. Recognition Over Assignment