It is easy to confuse process mastery with product success. The most critical skill is judgment—the ability to identify what truly creates customer value. This is proven not by your process, but by the ultimate business outcome: customers paying with their time or money.

While industry experience provides context, true 'product sense'—the intuition for what might go wrong or what questions to ask—is primarily developed through strong product management discipline. It’s about knowing how to serve a user, a skill that is transferable across industries.

The playbook for user research and discovery differs drastically between B2B and B2C environments. Hiring a product manager or UX researcher with experience in the correct model (e.g., regulated B2B vs. high-volume B2C) is often more important than them knowing your specific industry.

An industry veteran without product discipline may build what worked years ago, ignoring current market dynamics. A skilled product manager, though new to the industry, will use discovery to find today's optimal solution, avoiding costly failures based on outdated assumptions.

Deep industry knowledge provides a clear "North Star" for product requirements, especially in regulated fields. However, it can also create biases leading to stale design patterns. The antidote is a team culture where the best idea, regardless of source, always wins.

Product management "range" is developed not by learning domain-specific facts, but by recognizing universal human behaviors that transcend industries—the desire for simplicity, convenience, or saving time. Working across different verticals hones this pattern-matching skill, which is more valuable than deep expertise in a world of accessible information.

Being great at product for one SaaS doesn't guarantee success at another. Product sense is highly context-specific, developed by training your 'internal LLM' on a particular set of customers and use cases. When moving to a new product or market, even experienced product leaders must go through a significant learning curve to rebuild this intuition from scratch.

The defining trait of a great PM isn't knowing a specific domain like AI from the start, but their ability to learn new domains and technologies quickly. Companies that hire for this "learning velocity" and curiosity will build stronger, more adaptable teams than those who narrowly filter for trendy keyword expertise.

A key benefit of industry experience is a pre-existing network of clients, partners, and vendors. This allows a product manager to quickly validate ideas and conduct discovery by making a few phone calls, a process that could take months for an outsider starting from scratch.