Remove Data Quality Remove Gap analysis Remove Measurement
article thumbnail

The art and science of data product portfolio management

AWS Big Data

When are data products deprecated, and who is accountable for the consequences to their consumers? How do we define “risk” and “value” in the context of data products, and how can we measure this? Whose responsibility is it to justify the existence of a given data product? Measurement and Reporting X X.

article thumbnail

Beyond the hype: Key components of an effective AI policy

CIO Business Intelligence

Companies need to establish clear guidelines for how its data is collected, stored and used, and ensure compliance with data protection regulations like GDPR in the EU, CCPA in California, LGPD in Brazil, PIPL in China and AI regulations such as EU AI Act. Identify gaps related to ethics, transparency, risk and compliance.