Generative AI responds to prompts. Agentic AI pursues goals. That distinction is small on paper and enormous in practice — here's what it actually means
What Happens When AI Stops Waiting to Be Asked?
When Capital Concentrates: What the AI Funding Pattern Is Actually Telling Us
AI is eating the funding landscape. The barbell is widening — massive bets at the top, specialised plays at the base. The middle is thinning.
Unlocking AI ROI: Moving Past Pilot Programs
Enterprise AI is crossing a threshold — from experimentation to execution. The organisations reading the signals clearly are already moving.
Three Big Bets. One Wild Ride. What Did the Tech Cycle Actually Prove?
The tech industry reflects on whether recent developments were worth the investment. AI is gaining traction with practical applications, while Web3 struggles with consumer adoption and rebuilding credibility. Startups now prioritize profitability over mere ideas. Success hinges on delivering real utility amidst challenging conditions, shaping future outcomes in these sectors.
Nobody Wanted to Talk About Data Governance. AI Changed That Fast.
Data governance went from IT housekeeping to C-suite priority almost overnight. Here's why three forces converged — and what it means for enterprise AI ambition
The Three Walls Blocking Enterprise AI at Scale — And What It Actually Takes to Get Past Them
Enterprise enthusiasm for AI is real. So are the three structural barriers preventing it from scaling. Data, ethics, and organisation — here's what's actually in the way.
Understanding the AI Gold Rush: Opportunities and Risks
ChatGPT has triggered an entrepreneurial frenzy. Thousands of startups are launching. Most are building wrappers. Here's how to tell the signal from the noise.
Beyond the Chatbot Moment: Where Generative AI Is Actually Creating Enterprise Value
The ChatGPT excitement is real — but enterprise value from generative AI looks nothing like a chatbot. Here's where the genuine transformation is already underway.
The Unglamorous Foundation That Makes Everything Else Work: Why Data Governance Deserves the Boardroom
AI gets the headlines. Data governance does the actual work. Here's why the least exciting discipline in enterprise technology is also the most important one.
Bridging the AI Gap: From Pilot to Production
Many enterprises are stuck in AI pilot mode due to three main hurdles: unreliable data stemming from weak governance, a talent shortage in data science, and outdated organizational structures. Successful AI adoption requires treating it as a transformation initiative, investing in data quality, and integrating AI teams with core business functions.
The InnerSource Movement: What Happens When You Apply Open Source Thinking Inside a Company
I led the InnerSource movement that enabled 200+ applications and built a discovery portal we open-sourced. Here's why it mattered and what it changed about how teams worked.
Asia’s First Customer Experience Center: How I Built the Room Where Millions in Sales Began
I established Asia's first Customer Experience Center — a space where CxOs came to reimagine their businesses using emerging technology. It facilitated $124M in sales. Here's how it worked.
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