Design Pattern · September 2026
Workforce Composition map
Assign work across people, AI, rules, software, systems, devices, services, and governance as one operation.
Under the pillar AI Workforce™, Native Alpha™, and Recomposition
Inputs
Accepted outcome, Work Units, constraints, current workforce, systems, services, and evidence.
Method
Assign each unit by judgment, authority, trust, repeatability, observability, reversibility, physical need, risk, and cost. Write every handoff and owner.
Output
A complete current and proposed workforce map.
Boundary
A worker map is not an organization chart and should not hide outside labor or patient effort.
Stop
Stop when a task saving raises end to end cost, delay, risk, or review burden.
Put this to work
Workforce Composition map application record
Apply Workforce Composition map to a real piece of work and record what happened.
- For
- Operators redesigning a team, service, or AI workforce.
- What you keep
- A workforce composition map application record you can review, revise, and send.
- What counts as sound
- Names a real setting
- Shows the work before and after
- Records exceptions
- Uses an observable result
- Ends with keep, revise, or stop
Do not infer that a task can move merely because it can be described.
Nothing entered here is stored or sent. Review the prompt before sharing confidential, personal, patient, or privileged information.
Review the prompt
You can leave any field blank. The prompt will mark it as not provided.
If the record survives your review, send the question, evidence, unknowns, and requested next step.