15 articles in this category
Ten years ago, if you said 'data steward' at a board meeting, people checked their phones. The title existed, sure, but it was a side duty—someone in ...
Here's a question that's been nagging at me: if we're supposed to be good stewards of other people's data, shouldn't we also care about the planet it ...
Here's the thing no one tells you about data retention policies: they were built for a world that no longer exists. The old logic—store everything bec...
Your data ethics board has a mandate, a charter, and maybe a calendar reminder for the next quarterly review. But if that charter was written to expir...
Let's be honest: most of us treat our digital archives like a junk drawer we plan to organize 'later.' Then later arrives—a death, a departure, a deme...
You wrote a data stewardship code back when the Privacy Shield was alive. You trained staff, built consent flows, published a policy. Then the regulat...
A compliance cycle is a sprint. A century is a marathon. But most data stewardship strategies are built for the sprint—they pass the next audit, satis...
A data ethics framework is a rare thing: a set of rules that outlasts the industry that made it necessary. In 2018, when a major credit bureau rolled ...
Think about a dataset collected in 2014. Maybe it's a survey of patient satisfaction scores from a regional hospital chain. At the time, the consent f...
Let's be honest: most data governance models look great on paper. They get approved in a boardroom, announced with a press release, and then — quietly...
In 2018, a team of researchers at MIT published a paper showing that facial recognition systems trained on predominantly white datasets performed sign...
When the GDPR hit in 2018, half the companies I advised had to rip out their entire consent management stack. Not because the data was off — but becau...
Every data lake is a promise—and a liability. We build them to store everything, cheaply, at scale, ready for some future query that might unlock valu...
Six months after the auditor signs off, something shifts. The data maps gather dust. The consent refresh emails stop going out. The anomaly detection ...
Imagine you are born in 2025. By the time you are old enough to vote, a facial-recognition profile your parents uploaded when you were six months old ...