Masterclass AMA Session | Best practices: Driving data literacy, accessibility and empowerment through data products | Product Q&A

Masterclass AMA Session | Best practices: Driving data literacy, accessibility and empowerment through data products

Hi Collibra Community!

Thank you for joining us for our session on how data products are transforming decision-making. Our experts are here and available to answer any follow-up questions you may have related to improving data literacy, enhancing accessibility and empowering teams to collaborate around trusted data products, so submit your questions!

Have any best practices or key takeaways you’d like to share on embracing data products? Drop them in the comments here – we’d love to hear from you!

Let’s keep the conversation going and continue learning from each other.
(Thursday March 6, 2025 11:30 AM EST - 12:00 PM EST)

Alexandra JorgensonAdmin

Posted 1 year ago · Edited 1 year ago·Last reply 1 year ago

12 comments

Alexandra Jorgenson

AdminOP1 year ago · Edited

Salam A. asked:

What is the difference between a data product and a use case? Can we consider a use case as a scenarios that describes a need of the business that could grow up to be a data product?

Alexandra Jorgenson

AdminOP1 year ago · Edited

Salam A. asked:

What is the difference between a data product and a use case? Can we consider a use case as a scenarios that describes a need of the business that could grow up to be a data product?

Shirosh Tissera

·1 year ago · Edited

Yes, in my view I would say use cases are the business needs such as "Improve customer churn currently at X present". To resolve this perhaps you would need several data products. Overtime use case can change and we should be able to understand what data products were associated with their success.

Alexandra Jorgenson

AdminOP1 year ago · Edited

Donna O. asked:

How do we ensure that a data product is not misused? Does it come back to literacy and users understanding restrictions?

Alexandra Jorgenson

AdminOP1 year ago · Edited

Donna O. asked:

How do we ensure that a data product is not misused? Does it come back to literacy and users understanding restrictions?

Shirosh Tissera

·1 year ago · Edited

Yes, I think linking data products with data access and of course awareness would be critical. For example, Collibra data basket functionality could be used to ensure that data products are accessed only following correct approvals.

Alexandra Jorgenson

AdminOP1 year ago

Julia P. asked:

How does Collibra ootb Operating Model for Data Products promotes its fundability and discoverability?

Alexandra Jorgenson

AdminOP1 year ago · Edited

Jarrdon B asked:

Are Data Sets a part of a data product in your definition? Meaning Data Sets feed or are the import port for the data product.

Alexandra Jorgenson

AdminOP1 year ago · Edited

Raghav V. asked:

Would you say that DG for AI is a separate entity than DG for Data? Or, are these 2 integrated?

Alexandra Jorgenson

AdminOP1 year ago · Edited

Raghav V. asked:

Would you say that DG for AI is a separate entity than DG for Data? Or, are these 2 integrated?

Dan Everett

·1 year ago · Edited

They are definitely related. Good data is foundational for reliable and accurate AI. So if your data governance is weak you are not going to get the most from AI.

Alexandra Jorgenson

AdminOP1 year ago · Edited

David C. asked:
Have you ever experienced a data analytics team say "we don't really care about where the data comes from our what it means, we just need data"