hembg000
Effort model — volume x human_effort x complexity_factor x risk_factor

Lifecycle
& effort.

Autonomy is derived, never assigned. Each of the ten lifecycle stages carries an effort load — volume × human-effort × complexity × risk — and a class-credited autonomy that follows from the mix of decisions it contains.

Effort load × derived autonomy

L01 → L10

Stage detail

10 stages
IDStageLoad %Autonomy %Human ppCmplxRisk
L01Strategy, Policy & Demand Definition2.0351.80.97922
L02Land, Planning & Development Controls3.9585.00.59411.5
L03Concept & Urban Design4.6962.61.7531.51
L04Detailed Multidisciplinary Design20.9378.24.5631.51.5
L05Authority Review & Permitting12.5080.72.41212
L06Procurement & Commercial Control5.0475.51.23511.5
L07Construction Coordination & Delivery27.9173.57.3961.52
L08Inspection, Testing & Commissioning13.5672.23.77013
L09Handover, Registration & Activation1.5184.50.2340.751.5
L10Operations, Maintenance & Optimisation7.8986.31.08111.5
Lifecycle autonomy (class-credit basis): 75.98%. Human-weighted residual effort: 24.02%. Convertible headroom to the ceiling: 20.09pp.