With data powering just about every modern business, the saying “garbage in, garbage out” is more relevant today than it’s ever been. Any data-based application, whether it’s a simple analytics engine or an advanced AI model, is only as effective as the data it’s fed. For any organization to become truly data-driven, they must weed […]
The Role of Data Privacy Compliance in Safeguarding Trust
Trust is a must in the digital and online economy. No customer would want to transact with businesses that cannot guarantee that they will receive the product they paid for. Similarly, customers need the assurance that their financial and personal details are kept private. Cases of data theft continue to increase and they are unlikely to […]
Blockchain-Based LLMs: A Game Changer for Data Privacy Protection
In today’s digital age, data privacy has become a major concern for individuals and organizations alike. With the increasing number of data breaches and unauthorized access to personal information, the need for robust data privacy protection measures has never been more pressing. That’s where blockchain-based large language models (LLMs) comes into play. Blockchain is a […]
Five Trends Shaping Enterprise Data Labeling for LLM Development
In an era where large language models (LLMs) are redefining AI digital interactions, the criticality of accurate, high-quality, and pertinent data labeling emerges as paramount. That means data labelers and the vendors overseeing them must seamlessly blend data quality with human expertise and ethical work practices. Crafting data repositories for LLMs requires diverse and domain-specific […]
CCPA vs. GDPR: Differences and Similarities for Data Protection
The California Consumer Privacy Act (CCPA) and the General Data Protection Regulation (GDPR) were created to empower individuals with greater control over their personal information. Both laws regulate the activities of organizations that collect and use data in various ways. Data protection plays an essential role in ensuring compliance with both privacy regulations. CCPA vs. […]
Data Governance in the Age of Generative AI
AI-based business models and products that use generative AI (GenAI) are proliferating across a wide range of industries. The current wave of AI is creating new ways of working, and research suggests that business leaders feel optimistic about the potential for measurable productivity and customer service improvements, as well as transformations in the way that […]
Data Marketplace, Data Catalog, and Data Sharing Agreements: Let’s Make It Clear
As some of you already know, I am dedicating these summer days to the writing of my new book, “99 Questions About Data Management,” which follows in some way the book “20 Things You Have to Know About Data Management.” After the many questions I have received, I find it interesting to answer this one: […]
Unlocking Strategic Insights by Leveraging Data Analytics in Product Management
In the dynamic landscape of contemporary business, data analytics in product management has become a pivotal driver of success. Data analytics, the systematic exploration of data sets to glean valuable insights, has revolutionized how companies design, develop, and refine their products. This transformative tool empowers product managers with a nuanced understanding of customer preferences, market trends, […]
The Cool Kids Corner: The Interplay Between Data Governance and AI
Hello! I’m Mark Horseman and welcome to The Cool Kids Corner. This is my monthly check-in to share with you the people and ideas I encounter as a data evangelist with DATAVERSITY. (Read last month’s column here.) This month, we’re talking about the interplay between Data Governance and artificial intelligence (AI). What do we need […]
Self-Service Data Without Chaos
Information is power, and the ability to put information into the hands of those who can quickly act on it separates the leaders from the laggards in any market. Everyone in an organization – from HR professionals leveraging data to dictate hiring decisions to brand managers leveraging data for pricing optimization – benefits from analytics. […]