Automatically extracts core capabilities from multi-source employee data (chat logs, monitoring traces, AI conversations), generates reusable capability Skills in multiple forms (training/agent/knowledge base/handover), and produces replacement rate evaluation reports to drive organizational cost efficiency and talent management.