By scenario and by industry, matched to the right team.
Ten playbooks with the roles, the sequence and the quality bar already set. Start from the closest match and change what does not fit.
A specific piece of work, staffed end to end.
- 014 roles
Indie developers
One person shipping like a team, without the first hire.
View plan → - 024 roles
Content marketing
Topics, drafts, visuals and distribution, end to end.
View plan → - 034 roles
Automated sales loop
Sourcing, scripts and follow-up run themselves. You close.
View plan → - 044 roles
Ops & growth
Campaigns, segmentation and the daily numbers, on a rhythm.
View plan → - 054 roles
Business research
A presentable report in half a day, not half a month.
View plan →
The whole line covered, not one task at a time.
E-commerce retail
From day-to-day listings through the peak-season push.
View plan →
Internet / IT
Market content that stays off the engineering backlog.
View plan →
Education & training
One team covering half a curriculum group's output.
View plan →
Finance & accounting
Sensitive work, logged and human-approved by default.
View plan →
Advertising & media
Creative staff stay on the ideas, not the batch work.
View plan →Four ways to get the work done.
| General AI assistant | Agency / outsourcing | Nexus Teams | Hiring in-house | |
|---|---|---|---|---|
| Time to first output | Minutes | 2–6 weeks | Minutes | 2–4 months |
| Runs tasks in parallel | No, one turn at a time | Yes, at agency headcount | Yes | Yes, at your headcount |
| Quality reviewed before you see it | No | Usually | Yes, against your brief | Depends on the hire |
| Domain context retained | Per conversation | Rebuilt each engagement | Persistent per team | Yes |
| Cost model | Per seat | Retainer plus overage | Per task, capped | Salary plus overhead |
| Audit trail | Chat history | Email and documents | Every action logged and exportable | Varies |
| Scales with volume spikes | No | Slowly, at a premium | Immediately | No |
You might be wondering.
How do I choose between a scenario and an industry playbook?
Start with the scenario if you have one specific piece of work in mind, and the industry playbook if you want the whole content or operations line covered. They assemble overlapping teams — the difference is scope, not capability, and you can change the team after the first run.
How is this different from using an agency?
An agency rebuilds context at the start of every engagement and bills for the ramp-up. A team here keeps the context between tasks, starts in minutes rather than weeks, and carries a per-task cost cap rather than a retainer. Where an agency wins is judgement on genuinely novel problems — which is also where you would want a person involved anyway.
What if my industry is not listed?
The listed playbooks are starting configurations, not a supported-industry list. Every one is assembled from the same roster of specialists, so an unlisted vertical is a matter of picking the roles and writing the quality bar rather than waiting for support.