Smarter Requirements: How AI Changes the Game (Part 2)

joerg.aulichEngineering, Product Management, Technology Leadership, Uncategorized

Last week I started talking about using AI in requirements engineering in this post. This week I continue the story. A Tale of Three Projects: How Things Go Sideways (and How They Don’t) Let’s start with stories, because numbers rarely change minds, but lived experience does. Project Northwind looked simple: a new customer portal, a clean UI, a few integrations, … Read More

Smarter Requirements: How AI Changes the Game (Part 1)

joerg.aulichEngineering, Product Management, Technology Leadership

You’d think requirements engineering would be easy by now. After all, decades of methodology, tooling, and frameworks have gone into it. Universities teach courses on it, certifications exist for it, and every seasoned engineer has war stories about requirements gone wrong. Yet projects still run off the rails, and fingers still point to “bad requirements” as the root cause. So … Read More

Internal Product Management: Rewritten

joerg.aulichProduct Management

The Future of Internal Product Management: Why Traditional Roles are Rapidly Evolving Have you felt it too—the subtle (and not-so-subtle) whispers around the office that traditional internal product management might be on its way out? Bold statement, I know, but let’s be real—there’s something undeniably shifting within how enterprises manage their internal software platforms. It might sound dramatic, but this … Read More