In brief
An AI team divides complex work among specialised roles with clear responsibilities. A single chatbot must simulate strategy, copy, design, review and analysis at the same time.
The core idea
Specialisation does not improve every answer by itself. It becomes valuable when roles share context, hand-offs are visible and outputs are reviewed against common goals.
How it works
A strategist defines the objective and audience, copy and design roles develop variants, an analyst reviews signals and publishing roles prepare distribution. People retain approval and prioritisation.
In practice
- Choose roles by task
- Use shared context
- Record hand-offs and approvals
What organisations should consider
More roles must not create more uncertainty. Teams need shared knowledge, explicit action permissions and a visible owner for each final decision.
Responsibility and boundaries
The user or responsible workspace member. Companions assist; they do not replace final approval.
FAQ
Does every task need several companions?
No. Simple tasks can stay with one role. Collaboration helps when distinct expertise or hand-offs are required.
Who makes the final decision?
The user or responsible workspace member. Companions assist; they do not replace final approval.