A day with a cross-border e-commerce team
Anonymized real-world narrative
Setup
A mid-stage cross-border e-commerce team: 80+ employees, 7 departments, 3 time zones, multi-platform operations.
Before
Yesterday
One founder + a pile of tools + a group of people. Cross-team chats everywhere, frontline signals attenuated, playbooks in employees' heads, AI spending unclear.
After
After Firefly
- One Agent per role · always on · cross-timezone handoff
- Agents talk laterally · founder approves at key gates
- One dashboard shows company-wide AI investment vs. output
- Playbooks accumulate at the company level — people leave, knowledge stays
- Frontline anomalies escalate automatically to whoever needs to see them
From OPC to OTC
One-Person Company → One-Team Company
Yesterday · OPC
One-Person Company — one person + many tools. Bandwidth ceiling is obvious.
Now · OTC
One-Team Company — 3–20 people + many Agents. The real leverage of organizational collaboration unlocks.