Execuria · Teams
Team composition
Team composition is the art of arranging people and agents around one coordinated score. A blended team is not a human team with agents bolted on, and it is not an agent fleet with a person watching. It is a single ensemble whose parts were chosen to fit each other.
Principles of composition
- 01One intent, many partsEvery member of the ensemble, human or agent, can say in a sentence how their part serves the shared intent.
- 02A human standardFor every agent role there is a human who sets the standard and can say what "good" looks like.
- 03No orphan partsNo agent role exists without a named supervisor and a stated limit.
- 04Redundancy where it countsMaterial decisions have more than one human in the loop; trivial ones deliberately do not.
- 05Room to rehearseNew parts are tried on low-consequence work before they carry weight.
When we compose a team, we start from the score and work outward. Which outcomes must be produced? Which of those need judgement that only a person should provide? Which are repetitive and reversible, and can therefore be entrusted to an agent under sampling? Only then do we assign roles.
The temptation is always to start from the agents available and find work for them. That produces a team that is busy but not in time. We resist it in every engagement, even when the client is enthusiastic.
Compose outward from the score, never inward from the parts you happen to own.
Composition patterns we use
Three patterns cover most of the blended teams we design. The first is the section model, where a human section lead directs a small group of practitioners and agents toward one part of the score. The second is the duet, where one senior person works closely with one agent on a defined stream, with a separate reviewer at the boundary. The third is the chorus, where a larger set of repetitive tasks runs behind a sampling review and a single accountable lead.
Section
A lead, several practitioners, and agents assigned to specific parts. Best where the work is varied and judgement matters throughout.
Duet
One expert and one agent on a single stream, with an independent reviewer. Best for deep, narrow work with a clear boundary.
Chorus
Volume work with a sampling review and one owner. Best where tasks are repetitive, reversible and well understood.
Signs of a mis-composed team
A mis-composed ensemble rarely announces itself. It shows up as a queue that never clears, as reviewers who discover problems late, as a single person who has quietly become the only one who understands a stream, or as agents whose roles have drifted far from their written description. When we see two or more of these, we treat composition, not effort, as the problem.
- Read the score. Confirm the outcomes the team exists to produce.
- Split judgement from repetition. Decide what needs a person and what can be sampled.
- Choose a pattern. Section, duet or chorus, per stream.
- Write the parts. Roles, limits, supervisors, hand-offs.
- Rehearse small. Rehearse the arrangement on low-consequence work and revise.
Composition runs on the vocabulary of the role atlas and the rules of agent oversight. To see how a composition is rolled out in stages, read the launch program.