Why AI Features Need Product Thinking

LLM integrations become valuable when they are designed around workflow, trust, and measurable user outcomes.

I do not treat AI as a decorative feature. I use it where it removes friction, accelerates decisions, or turns unstructured work into useful systems. The best AI products feel calm, useful, and deeply integrated into the user's actual day.