Leaner teams · Cost
Leaner teams: hand repetitive execution work to AI employees
We break every role into tasks and hand off what AI can do. Your people move up to directing AI, and headcount adjusts gradually.
How it works
Four principles
01
Count tasks, not heads
We break each role into tasks and time share, then model how many hours AI can absorb per work pool.
02
Measure first, then adjust
Headcount changes only after 8+ weeks of measured results with no drop in KPIs.
03
AI is never a reason to fire
Changes happen through attrition, hiring freezes, redeployment and role merges.
04
Only real savings count
Savings are booked only when spending actually falls, net of AI costs.
Sample metrics
Numbers you can see
Figures come from sample-case models, not measured results.
−27%Annual labor cost (theme park model, sample)
180 → 126On-site headcount (same, phased, sample)
Month 14Modeled payback (same, sample)
Related departments
Fastest results start here
An AI roadmap you can act on — in 14 days
Free diagnostic: on-site interviews, role-by-role AI scoring and a cost model. Run the numbers first, then decide.