Writing on product leadership and AI delivery
Practical insights on AI product management, product ownership, and 0→1 building from Sydney.
27 March 2026
The landscape of AI is shifting from nascent experimentation to strategic enterprise integration. Discover the critical trends for 2026, including the rise of Agentic AI and the necessity of AI factory infrastructure.
Read article26 March 2026
The era of AI experimentation is maturing into pragmatic industrialization. Explore how 90% of engineering leaders are shifting focus toward 'first-time-right' performance and the rise of 'AI factories' for scalable enterprise value.
Read article25 March 2026
As we approach 2026, AI is shifting from experimental curiosity to strategic enterprise implementation. This post explores key trends like mechanistic interpretability and agentic AI, providing actionable strategies for product managers to drive measurable value.
Read article25 March 2026
Most startups make the same three mistakes when hiring an AI product manager. Here is how to avoid them — and what to actually look for.
Read article25 March 2026
A day-in-the-life breakdown of what an AI product manager does — and how it differs from a traditional PM role.
Read article25 March 2026
Building a roadmap for an AI product is different from traditional software roadmaps. Here is the framework I use across every AI product engagement.
Read article25 March 2026
AI Product Manager and AI Product Owner are often used interchangeably — but they are different roles with different responsibilities. Here is how to tell them apart.
Read article25 March 2026
Should you hire a full-time AI product manager or bring in a fractional one? The answer depends on your stage, your roadmap, and your team structure.
Read article24 March 2026
The AI landscape is shifting from hype to pragmatism. Discover how product managers are navigating the 'AI bubble deflation' by focusing on enterprise value, AI factories, and agentic autonomy.
Read article23 March 2026
Explore how the MIT-HPI AI and Creativity Hub and the rise of autonomous AI agents are redefining the role of product managers in 2026. Learn actionable strategies for leveraging these trends to drive hyper-efficient innovation.
Read article22 March 2026
The AI landscape is shifting from speculative pilots to enterprise-wide production. Discover how product managers can navigate agentic AI limitations and focus on delivering measurable ROI in 2026.
Read article21 March 2026
As AI moves from experimental pilots to core enterprise production, product managers must navigate 'The Great Integration.' Discover key insights from MIT researchers on scaling AI factories, building agentic workforces, and achieving 20% productivity gains.
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