How to take a single pilot user and turn them into a working Cowork team of 5–10 in six weeks. Six concrete weeks, six milestones, common failure modes.
TL;DR. Take a single pilot user and turn them into a working team of 5–10 inside six weeks, without burning out the sponsor or scaring IT. Six weeks, six milestones: Observe → Operator productive → Co-design → Onboard three teammates → Harvest skills → ROI checkpoint. The sequence matters more than the length.
| Week | Goal | Output |
|---|---|---|
| 1 | Observe | Pain/gain map, baseline time data, workspace skeleton |
| 2 | Pilot operator productive | Two production-quality prompts, first time-saved number |
| 3 | Co-design with team | Shared prompt library, role assignments |
| 4 | Three teammates onboarded | Active-user count, first KPI snapshot |
| 5 | Skills and templates harvested | Three production skills, runbook |
| 6 | ROI checkpoint | ROI memo, scale decision |
Pin those dates on a calendar before week one starts. The forcing function is the date, not the activities.
Goal: understand the work before you change it.
CLAUDE.md skeleton in place.Deliverables: shadow notes, pain/gain map, baseline time data.
The temptation in week one is to skip to building. Resist. Two days of observation prevent two months of building skills nobody asked for. The full method is on Observe → Co-design → Ship, with deeper how-tos on Shadow sessions and Pain/gain mapping.
Goal: one person ships real work daily.
CLAUDE.md.Deliverables: two production-quality prompt templates, one before/after time-savings number you can defend.
The two-prompt threshold is intentional. One template proves nothing; three is too many to debug. Two is enough to prove the loop and learn what makes a prompt sturdy.
Goal: extend from the operator to two more teammates.
CLAUDE.md: who approves what.Deliverables: shared prompt library inside CLAUDE.md, role assignments, list of skill candidates.
Co-design beats hand-off. Teammates who watched a prompt born will defend it when it stumbles; teammates handed a prompt cold will quietly stop using it.
Goal: three or four people in the function actively using Cowork weekly.
Deliverables: active-user count, first KPI snapshot.
If onboarding stalls — one of the three teammates does not ship anything — find out why this week, not in week six. Usually it is a workspace-access issue or a prompt that does not fit the second person's flow.
Goal: the team's best prompts are no longer prompts; they are skills.
Deliverables: three production skills, documentation, runbook for adding a fourth.
Skills compound. The first three are the hardest; the fourth and fifth come faster because the team knows what good looks like.
Goal: a defensible answer to "is this working?"
Deliverables: ROI memo, scale decision.
The decision is the deliverable, not the meeting. Even a stop decision is a win — you stopped before the second function got the same shape and proved the same lack of value.
We size most pilots at six weeks because it is the shortest stretch where you can both observe and ship. Compress to three weeks and you skip the observation; stretch to twelve and the team forgets the why. The sequence matters more than the length: Observe before Co-design, Co-design before Ship.
The other reason for six weeks: the sponsor can defend the budget over six. Twelve becomes a programme that needs steering committees.
Right now, pick the date for your week-six checkpoint and put it on the sponsor's calendar. Backdate weeks one through five from there. Send the calendar invite this afternoon. The forcing function is the date, not the activities.
Book a 30-minute call. We'll ask where you are, what your team needs, and which systems Cowork should touch.