Knowledge operations at national frontline scale
352 stores · 5,000+ employees · 500,000 monthly knowledge visits.
Three hiring-relevant cases.
Scale and adoption. Current business-systems ownership. Governed agent infrastructure.
Multi-brand AI and workflow operating layer
Current ownership across lead flow, internal tools, reporting, infrastructure, and governed AI.
Visible, permissioned agent infrastructure
Shared state, model routing, schedules, watchdogs, approval boundaries, and receipts.