Non-Invasive Data Governance: The Path of Least Resistance Traditional data governance often fails because it is perceived as a "command-and-control" burden that disrupts existing workflows. Robert S. Seiner’s approach offers a pragmatic alternative: instead of assigning new, heavy roles, it formalizes the accountability people already have for the data they use .
The system is doing the governing. The user just clicks a button. Resistance is zero. The system is doing the governing
Enter . Coined and popularized by Robert S. Seiner, this methodology flips the script. It argues that the most successful governance is the governance people don't even know they are doing. It is the path of least resistance—and paradoxically—the path to the greatest success. Non-Invasive Data Governance (NIDG) Enter
Coined by Robert S. Seiner, NIDG is the practice of applying formal accountability and control to existing processes, systems, and behaviors—without disrupting the business. Repeat for next pain point.
Policy should be enforced by systems, not people. Instead of asking people to "Please follow naming conventions," write a script that rejects non-conforming files upon upload and tells the user why .
"Non-Invasive Data Governance" (NIDG), a concept popularized by Robert S. Seiner
Measure improvement. Celebrate. Repeat for next pain point.