Stan Christiaens, founder and CTO of Collibra, speaks at Data Driven NYC regarding artificial intelligence marketing hype and high-profile project failures.
Insight
Competitive advantage in AI comes from proprietary data, not algorithms
“Our belief is that AI and machine learning, you will not win this war by having the better algorithm. The differentiator, the value proposition, is not in the algorithm. It's actually in the data.”
Assertion Not checkable as stated
Twitter and LinkedIn's open-source data catalogs go unused without governance
“Reason why I say that is because I've talked to all the high-tech companies like Twitter, LinkedIn, et cetera, and they all have their catalog projects. Many of them have actually open sourced catalog initiatives, But then you find that nobody's actually using…”
Prediction Not checkable as stated
Data users will revolt against Chief Data Officers who restrict access
“Data citizens who are all people who use data to do their work. In our company, product managers are data citizens, for example. Sales ops is data citizens. They will rise up against the data dictator. That's a chief data officer who tries too much to control …”
Insight
Data catalogs without governance inevitably fail and fall into disuse
“If you have a Data catalog, which is really like a listing of all the data sets and attributes, dictionaries that are out there, without governance around it, it's just like a phone book. It doesn't do anything, it's not controlled, it doesn't work, it's gonna…”
Prediction Not checkable as stated
Big tech data lock-in risks market monopolization without strict regulation
“The data is already in the hands of these technology companies, so that's definitely going to continue, and I'm hoping that the regulations will impose enough sanctions so that these big, ah, you know, internet giants are actually allowing more control of an i…”
Insight
Corporate data ownership must be snuck in to avoid executive reluctance
“Nobody wants to take responsibility. No, no, I don't want to be the data owner. So there, what you have to do, is you have to sort of sneak ownership under the door. You have to sort of say to the business executive, or the process or application owner, yeah, …”