Tria modeled 8 workflows in this role. Across the distribution, the realistic workshare in year one is 42% with a growth path to 55–60% as the team operationalizes the Agent Pack.
Every task got a category, a weight, and an explanation. Click any row to override Tria's recommendation.
All AI-assisted outputs require human reviewer sign-off in year one. Audit logging is enabled by default. Expert validation sprint is recommended before full rollout.
The largest AI gains here come from triage and first-line response automation. The human core stays focused on coaching and vendor accountability — which is also where the manager creates most of their leadership value.
Recommend keeping AI workshare ≤ 50% in year one to preserve human accountability for SLAs and team development.