Introduction In today’s enterprises, data serves as an essential asset for managing knowledge and informing decision-making. Yet, the process of transforming data into actionable insights can become fragmented, hindered by ad hoc collaboration and unclear ownership. The Insights Supply Chain provides a structured, knowledge-driven approach to addressing these challenges by integrating data workflows across specialized, […]

Modern navigation technology has transformed the way we drive, with AI-powered systems like Waze providing real-time route optimization based on dynamic traffic data. Traffic alerts from police and news departments further enhance this information by warning of unexpected road hazards. However, AI-driven recommendations are only as good as the data they have at the moment, […]

Introduction: Understanding the Loop of Demoralization During a client engagement, I partnered with a Business Analyst to conduct data discovery across multiple departments. Our mission? To establish trust in the data and enable better decision-making. In the midst of our interviews, one particular manager from a data function stood out. He was frustrated, exhausted, and […]

I ended up paying over $1000 to repair my recumbent exercise bike. Several information errors contributed to a costly tragicomedy that locked me into an expensive decision cycle. Not only did I pay $384 more than necessary to fix my bike, but also I was left wondering whether I would have decided to stick with […]

“We see people acting, but the constraints under which they are acting are largely invisible to us.”Professors Jeffrey Pfeffer and Robert I. Sutton, “Hard Facts, Dangerous Half-Truths & Total Nonsense: Profiting from Evidence-Based Management” (2006) In my analytics work and leadership, I use the above quote as a reminder that data can only reach so […]

I interviewed former colleague Phylis Savari to discuss her breakthrough memoir, “Data for Joy”, about life as a data professional in Silicon Valley. I was so inspired by this book about “a data scientist’s quest for digital wellness and inner peace”, I sought out Phylis to ask her more questions about this book and her […]

I recently wrote a memorial in honor of Dr. Ron Howard who taught me how to live a no regrets life. So when psychology professor Catherine Sanderson, PhD recently posted an article titled “The Best Strategy for Avoiding Regret? Take a Chance: Why Regrets of Inaction Haunt Us the Most“, I clicked right away and […]

Apple Inc rolled out Apple Intelligence to great fanfare. The feature set is supposed to provide the latest compelling reason to upgrade iPhones. The marketing campaign for Apple Intelligence (AI) includes a series of commercials that celebrate mediocrity. In each advertisement, Apple Intelligence saves someone from embarrassment. The click of an AI button covers up […]

No Regrets and Transformation I live a no regrets life thanks to Professor Ron Howard. Everything started after I took Howard’s Decision Analysis 101 class at Stanford University in the first year of my graduate studies in Engineering-Economic Systems (now Management Science and Engineering (MS&E). I learned the basic yet fundamental premise that a decision’s […]

In Google’s latest Gemini At Work webinar event, the company reviewed AI agents for Looker. Gemini is Google’s AI ecosystem.; Looker is its business intelligence (BI) platform. These artificial intelligence agents are data agents that assist users at each step along the path of transforming data into insights. I am intrigued by Google’s seductive promise […]