How to structure a production AI assistant with modular skills

An enterprise SaaS platform built a conversational AI that initially handled all tasks in one monolithic system, causing fragility as features grew. The team restructured by adding a classifier that routes user prompts to self-contained "skills," each with a single responsibility. This modular approach made adding new features predictable and reduced testing nightmares.