Commanded optimization

Paper Clip control room for Kurumi Da Nang and Hoi An

Cost -- Last run
Conversions -- Campaign conversions
CPA -- Cost per conversion
ROAS -- Value per cost
POS revenue -- Real sales signal
Revenue trend -- Latest day vs previous
Command batch -- Small reversible changes
Approvals -- Campaigns ask first

POS365 revenue

Real daily sales context

Agent hierarchy

Supervisor, specialists, operator

Current run

Waiting for run

Tool board

What the agents are allowed to touch

Da Nang / Hoi An

Branch dashboards

Operations

Command batch, backlog, work queue

Owner approvals

Campaign proposals

Safety

Rollback and guardrails

Guardrails

    Rollback panel

    Run history

    Recent agent runs