AI / AUTOMATION
AI belongs inside the product architecture
AI becomes useful when inputs, processing, guardrails and actions are connected to the rest of the product instead of presented as a decorative feature.

Input, process, action
An AI feature needs a clear contract: what information enters, what processing happens, what decisions are allowed, and what action the wider system takes with the result.
Keep the surrounding system visible
Authentication, data quality, business rules, human review, monitoring and fallbacks remain part of the architecture even when an intelligent model performs part of the work.

