The AI layer continuously scans Magento's system and exception logs, correlating errors with cron activity, cache behavior, and database load to identify the most probable root cause rather than just showing raw log entries. Each detected issue comes with suggested fixes, affected modules, and ownership mapping (e.g., DevOps, backend developer, or hosting provider). No deep technical expertise is required to read the output. It's designed to reduce dependency on senior developers for routine debugging tasks.