A 12-month roadmap to eliminate system drag begins with measurement and ends with culture change. Quarter 1: instrument and baseline SDVI, quick automation wins. Quarter 2: standardize CI/CD and release ownership, add rollback capabilities. Quarter 3: automate policy checks, scale feature flags, and establish SLOs tied to business outcomes. Quarter 4: embed continuous improvement — monthly SDVI reviews, incentive alignment, training, and platform investments. Each quarter includes milestones, owners, and measurable KPIs. The roadmap balances tactical fixes and longer-term investments so engineering velocity improves steadily while risk remains controlled.
