Digital Transformation

Despite aiming for rational decisions in digital initiatives, we often fall prey to cognitive biases like the sunk cost fallacy and the tendency to stick with initial choices, as illustrated by the Monty Hall problem. Recognizing these ingrained habits is crucial, especially when models or projects aren't yielding desired results, prompting the need to question assumptions and be willing to "switch doors." Distinguishing between productive persistence and the trap of sunk costs is a key skill in navigating complex digital landscapes.

Apr 13, 2025

I was recently invited to engage with the directors and C-level executives of Xurpas, through the Institute of Corporate Directors (ICD), to discuss the tremendous opportunities in Data Science and AI. It’s clear that the demand for AI and data-driven solutions is surging, particularly in regions like the Philippines, ANZ, and across ASEAN. Companies that recognize this shift have a unique opportunity to lead in this fast-evolving space.

Oct 12, 2024

Here, I share insights from my journey teaching Data Science and Ethics of AI at the Asian Institute of Management, where I explore the dynamic interplay between evolving industry challenges and the foundational principles of data science leadership. Each term brings fresh perspectives that continually reshape and enrich the learning experience, underscoring the importance of developing holistic and adaptable leaders in the field.

Aug 20, 2024

Here, I explore the critical role of comprehensive digital transformation in successful AI adoption within enterprises. Drawing on insights from a recent industry session, I highlight the importance of tailored strategies, collaboration, and investment in diverse digital skills to navigate the complexities of AI integration.

Aug 16, 2024

Here, I explore the critical role of comprehensive digital transformation in successful AI adoption within enterprises. Drawing on insights from a recent industry session, I highlight the importance of tailored strategies, collaboration, and investment in diverse digital skills to navigate the complexities of AI integration.

Aug 10, 2024

In this thought piece, I explore insights from recent meetings with a range of organizations focused on AI R&D project scoping. Through conversations with private sector companies, public institutions, and international bodies, I highlight the recurring themes and often overlooked questions that surface during AI project discussions. Emphasizing the importance of aligning AI initiatives with core business challenges, assessing the true need for AI solutions, and establishing a robust data strategy, this piece provides practical advice for organizations aiming to integrate AI technologies effectively, ensuring that their technology choices are closely tied to strategic business goals.

Jul 26, 2024