Non Invasive Data Governance- The Path Of Least Resistance And Greatest Success 【WORKING — 2027】

"Do no harm to the people you are trying to help."

, a concept coined by Robert S. Seiner, is a model that formalizes data accountability and stewardship without disrupting an organization's existing culture or workflows. It is often called the "path of least resistance" because it identifies and recognizes people for what they already do rather than assigning them "new" work that often leads to pushback. Core Principles The NIDG approach is built on several foundational pillars: "Do no harm to the people you are trying to help

Most data quality projects fail because they are massive, one-off cleansing events. NIDG embeds quality at the point of entry. Because the ERP clerk is recognized as the "Vendor Master Steward" (a title, not an extra job), they take pride in fixing errors immediately. Quality becomes a habit, not a chore. Core Principles The NIDG approach is built on

: Unlike passive "enablement," NIDG is an active execution of authority that ensures data quality through clear, formalized accountability. The Non-Invasive Framework Quality becomes a habit, not a chore