Insights
Practical writing for product leaders on the decisions behind enterprise platforms, with real examples and real numbers.
Parental leave has a funny way of slowing life down in the best possible way. Between diaper changes, late-night feeds, and short naps, I found myself with something I hadn’t...
The Technology Trap That’s Costing Enterprises Millions Every month, I see the same pattern repeat itself: leadership teams greenlight AI initiatives based on technological capability rather than business necessity. The...
The buzz around Generative AI in SaaS is deafening, and for good reason—it’s opening doors we only dreamed of a few years ago. Yet, amidst the excitement, there’s a crucial...
As AI transforms how we build products, it’s also reshaping who builds them. The roles of Traditional AI Engineers (data scientists, ML engineers) and Generative AI Engineers (LLM engineers, AI...
Once you understand the training differences between Traditional AI and Generative AI, the next major shift to grasp is in how they operate day-to-day. This is where things get real...
In the first post of this series, we explored the core differences between traditional AI and generative AI — what they do, how they behave, and when to use them....
Let’s be honest – AI is everywhere right now, and most people are throwing around terms like “traditional AI,” “machine learning,” “generative AI,” “LLMs,” and “foundation models” as if they’re...
Rediscovering an Old Codebase, Thanks to Parental Leave As a tech professional and a product leader, my time is often consumed by strategy, roadmaps, and stakeholder alignment. But when I...
AI tech is real and changing many sectors globally, like product management. AI is creating intelligent systems that can think, learn, and act on their own. These act like humans,...