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The Most Wasted Space in Data Visualization: Chart Title
The Meeting Moment We’ve All Lived Through You’re in a meeting. A chart flashes on the screen. The title says: “Revenue by Region.”...
4 min read


Compelling: Why Stories Must Show the Cost of Inaction
In 1975, a Kodak engineer built the first digital camera. Leadership shelved it, fearing it would eat into film sales. For decades, they...
3 min read


Coherent: Why Connecting the Dots Matters in Data Storytelling
Coherence is what makes the difference between numbers leaders hear — and stories leaders act on. The Problem With Jumbled Stories Picture this. You’re in a boardroom and the analyst begins: “Profits are down 20%.” “Turnover has risen to 25%.” “Customer satisfaction is 65%.” All true. But with no links, the room is confused. What’s driving what? What do we do next? It’s like hearing The Tortoise and the Hare out of order: First the hare naps, then the race begins, and finall
4 min read


Concise: Why Less is More in Data Storytelling
If everything is important, nothing is remembered. A client once presented a 60-slide deck to their leadership team. It had everything: regression outputs, pivot tables, exploratory charts. By slide 20, attention was already fading. By slide 40, people were checking emails. We reframed the story into just three points: Sales had dropped 20% in the last quarter . Repeat customers had fallen by 50% year-on-year . If nothing changed, projected losses would hit $5 million in the
3 min read


The Most Important Letter in Analytics is "Y"
When people think about analytics, they often imagine complex equations, sophisticated algorithms, or programming languages. But...
2 min read


Data Storytelling: The Last Mile of Analytics
Data doesn’t change minds. Stories do. We live in a world overflowing with data. Dashboards, reports, AI models — they’re everywhere. Organizations invest millions collecting and analyzing information, hoping it will lead to better decisions. Yet ask business leaders what keeps them up at night, and many will say the same thing: “We have the insights, but they don’t translate into action.” This is what I call the last mile of analytics . You can run the race, but if you stumb
4 min read


A Data-Driven Look at Singapore’s “Graduate Unemployment” Debate
The Headlines vs. The Big Picture In May 2025, SkillsFuture’s latest Graduate Employment Survey sparked a wave of headlines. Employment...
4 min read


Is More Training Really the Answer to Your Career Challenges?
You’re scrolling through your feed on a Monday morning.The headlines scream: “Mass layoffs at tech companies.” A few swipes later, you...
4 min read


Your “Data-Driven Culture” Is Probably a Lie
Walk into any corporate town hall and you’ll hear it: “ We’re becoming a data-driven organization.” It sounds visionary....
3 min read
Navigating the Cynefin Framework with Data Analytics: From Predictable to Wicked to VUCA Worlds
Having spent more than two decades working across telecommunications, ICT, Smart City, IoT, and Command-and-Control (C3) environments, I...
3 min read
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