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Data Governance Defying Gravitas
“Defying Gravity,” the show-stopping anthem from the musical “Wicked,” captures the essence of breaking free from conventions and soaring beyond expectations. Just as Elphaba, the protagonist witch from “Wicked,” refuses to be bound by the weight of societal norms, Non-Invasive Data Governance (NIDG) offers organizations a way to defy the gravitas of traditional governance frameworks. […]


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Author: Robert S. Seiner

Making the Case for Data Enablement (Rather Than Data Governance)
There is a movement in the business and academic worlds to consider relabeling the name of the long-time data discipline of “Data Governance” to “Data Enablement”. Usually, when someone tells me something like this, my first response is to chuckle and nod my head. It takes a sizable formal movement to change the name of […]


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Author: Robert S. Seiner

Where Data Governance Must Focus in AI Era
In today’s rapidly changing and advancing world of artificial intelligence (AI), generative AI, and large language models (LLMs), data has become the lifeblood of innovation. Data fuels algorithms, powers decision-making processes, and shapes the future impact of technology. By formalizing existing levels of accountability (truly a non-invasive approach), respecting people’s privacy, promoting ethical practices, and […]


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Author: Robert S. Seiner

NIDG Perspective: A Trusted Trainer for Data
This column is a stand-in for a new column that will be announced for the 3rd month each quarter starting next cycle. I am pleased to fill in essays like this from time-to-time that provide additional perspective to the Non-Invasive Data Governance approach. In the discipline of data management, adopting the non-invasive approach to data […]


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Author: Robert S. Seiner

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