Non Invasive Data Governance- The Path Of Least Resistance And Greatest Success _top_ Instant

| Traditional (Invasive) | Non-Invasive | |------------------------|---------------| | Create a new Data Council | Embed accountability into existing weekly meetings | | Hire 10 full-time stewards | Assign stewardship as 10% of current roles | | Mandate a new metadata tool | Tag data within current ETL and BI tools | | Stop production until data is "clean" | Measure and improve incrementally |

Robert S. Seiner’s Non-Invasive Data Governance (NIDG) is widely considered a foundational text for data professionals However, there is a better way

In today's data-driven world, organizations are faced with the daunting task of managing their data assets effectively. Traditional data governance approaches often involve cumbersome processes, significant resources, and invasive measures that disrupt business operations. However, there is a better way. Non-Invasive Data Governance (NIDG) offers a refreshing alternative, providing a path of least resistance and greatest success. NIDG operates on the principle that people already

Traditional governance often feels like a "police force" that slows people down. NIDG operates on the principle that people already have responsibilities for data; governance just formalizes them. The Motto: "No new work, just a new way of working." Custodian) and clear

Give those people titles (Steward, Owner, Custodian) and clear, minimal expectations.