Coming in January 2020, California Consumer Privacy Act (CCPA) mandates data privacy protection for California consumers much like the General Data Protection Regulation (GDPR) in the European Union and South Africa’s Protection of Personal Information (PoPI) Act.

Effective Artificial Intelligence (AI) and Machine Learning (ML) projects require a perfect blend of scalable, clean data funnelled from a variety of sources across the business.

With recent studies indicating that 80% of Artificial Intelligence and Machine Learning projects are failing due to data quality related issues, it’s critical to think holistically about this fact.

Today’s data-hungry analytics applications falter when they can’t get the right data at the right speed.

The ability to gain insight from vast and ever-growing repositories of data can potentially be a source of significant competitive advantage.