Author: Vladimir Kharlashko | AI/Solutions Architect
Context: Enterprise architecture practice, 8 architects, 150+ digital initiatives
A major railway operator (70K+ employees) had 150+ digital initiatives competing for architectural review. Each Request for Change (RFC) required manual analysis by domain experts (security, data, infrastructure, integrations). The bottleneck: initial triage and analysis took 4-5 hours per RFC, creating a 3-week backlog.