Bias in Data Handling: A Primer

Bias is something that shapes and colors every aspect of our life. We don’t like to think we are biased, because we would rather be known for our fact-based decision-making and well-informed perspectives. Bias is alive and well in the world of data, too. And though I have read others’ thoughts on this topic, I feel compelled to share mine,…

Why Quality Analytics Needs Governance and How to Get Started

The shift toward digital business is being fueled by data-driven organizations that are using a broad spectrum of analytical capabilities to inform decision-making. While this work can be exciting and game-changing, there’s an overarching need for a thoughtful strategy and effective framework to govern analytics and enable the data citizen through self-service. Not enough firms are focused on this. We’ve…

Agile Data Governance: A Modern Approach for Self-Service Analytics

Data governance became mainstream around 2005 and has now become institutionalized in many organizations. Since it first became an enterprise-level activity, it has evolved to address emerging trends and concerns. With today’s big-data-fast reality, we are now at a point where a new generation of this practice is emerging: agile (or bottom-up) data governance. In its initial phase, data governance…