People & Workforce

Workforce

As Functions are reshaped, the org around them must reshape too. Emergent roles get predicted before they're needed; transition pathways move real people into them.

Emergent roles
4
1 critical
Pathways
3
2 active
People impacted
3
across all pathways
Min lead time
1.5 mo
time to next need

Emergent roles

Roles the terraformed shape requires but the org doesn't yet have. Predicted from chosen scenarios, then promoted to proposed → approved → filled.

Agent Steward

Need in 2.0 mo
criticalapproved

Owns lifecycle of one or more deployed agents. Reviews drift, signs re-attestations, gates capability changes.

Required skills
agent-opspolicy literacyops domain expertise

Exception Triager (Claims)

Need in 1.5 mo
highproposed

Reviews and rules on claims the L1 copilot escalates. Trains the copilot via labelled feedback.

Required skills
claims adjudicationpolicy literacyfeedback labelling

Policy-Drift Analyst

Need in 3.0 mo
highpredicted

Detects and documents when agent behaviour drifts from policy intent. Owns the drift backlog.

Required skills
analyticspolicy literacyevals

Continuous Operations Steward

Need in 6.0 mo
mediumpredicted

Reshape of the dispatcher role for the resequencer scenario.

Required skills
dispatch domainagent-opsops calmness under load

Transition pathways

Plans that move real people from dissolving roles into Emergent roles. Carry training plans, readiness windows, and HR + person sign-off.

RM
Ravi Mehta
Claims Adjuster (L1)Exception Triager (Claims)
In progress
Skill gap
feedback labellingagent-ops basics
Training plan
  • 2-week internal module on agent feedback
  • Shadow Agent Steward for 1 week
Readiness: 1.2 moHR sign-off: Person sign-off:
BS
Beatrice Sandoval
Claims Adjuster (L2)Policy-Drift Analyst
Draft
Skill gap
analytics toolingevals literacy
Training plan
  • External course: applied analytics
  • Internal mentor pairing with Policy Steward
Readiness: 2.0 moHR sign-off: Person sign-off: pending
JO
Jamie Okonkwo
Dispatch CoordinatorAgent Steward
Ready
Skill gap
agent-opspolicy literacy
Training plan
  • Internal agent-ops bootcamp
  • Live shadowing on dispatch coach
Readiness: 1.5 moHR sign-off: Person sign-off: