AI & LLM·8 min read
What an LLM actually changes in a B2B product roadmapWhere generative features earn their cost, and where they quietly don't.
Senior Product Manager & AI Specialist. 7+ years building data-driven platforms serving 10M+ users across FinTech & Logistics.
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Where generative features earn their cost, and where they quietly don't.
The constraint model behind next-day delivery at national scale.
Event design that survives its first million users.
A question set for validating fit before writing code.