Research & Discovery
8 Departments Mapped | 30% Rework Loop | 7-Day Handoff Delay
CivicLine
Strategy & Direction
$0 Policy Violations | -88% Refactors | +320 Engineering Hours Recovered
Craft, Build & Making
Standardized QA framework across 4 production systems — reduced regression defects 42%.