At this stage · Read the snapshot and the recommended action, then dig into the evidence below.
Production Growth Risk
Critical haul-truck and processing operator shortages at remote sites are capping production and putting growth targets at risk.
Executive summary
Production Growth Risk is currently rated high, and the trend is worsening. The primary driver is critical operator shortage, with critical operator vacancy at 18.6% against a target of 8% — 10.6% above where it should be.
Left unmanaged, approximately $55M of business value is at risk, alongside capacity of −12% and growing pressure on capability gaps. The forecast shows the situation worsening over the next four quarters without action.
ARBI recommends Approve Workforce Stabilization Program. The moderate action path protects $33M protected with ~60% risk reduction within 6 months. This decision sits with COO + CHRO, targeted for Q3 2026.
Approve Workforce Stabilization Program
- 1Launch Critical Skills Program at Pilbara & Goldfields (0–3 mo)
- 2Stand up retention program for safety-critical roles (0–4 mo)
- 3Fund remote-ops pilot to de-risk transition (3–9 mo)
- 4Board checkpoint on autonomous transition business case (Q4)
- • Capacity does not recover seasonally without intervention
- • Schedule-stability elasticity holds at current levels
A material change to these assumptions would change the outcome.
The supporting evidence, benchmarks, impact and scenarios behind this recommendation follow below.
Dashboard · severity, forecast & benchmarks
| Pilbara | Goldfields | Hunter | Bowen | |
|---|---|---|---|---|
| Haul operators | 28 | 22 | 18 | 12 |
| Processing | 24 | 19 | 15 | 10 |
| Maintenance | 16 | 14 | 12 | 9 |
| Supervisors | 11 | 9 | 8 | 6 |
Business impact
- Revenue at risk: $55M
- Cost increase: +$6.2M/yr
- ROI of acting: ~4.3×
- Capacity: −12%
- Productivity: −9%
- Service / haulage: Degrading
- Transformation delay: Autonomous +2 qtrs
- Growth constraint: Expansion deferred
- Future readiness: Behind plan
- Capability gaps: Widening
- Stability: At risk
- Leadership risk: High (remote sites)
Decision options · trade-offs
| Option | Benefit | Cost | Effort | Time | Risk ↓ | Conf. |
|---|---|---|---|---|---|---|
| Critical Skills ProgramRECOMMENDED | High | $3.0M | Medium | 6 months | Significant (~60%) | High |
| Remote Workforce Strategy | High | $5.5M | High | 9 months | High (~70%) | Medium |
| Retention Program | Medium | $1.8M | Low | 4 months | Moderate (~40%) | High |
| Autonomous Mining Transition | Very High | $12M | High | 18 months | Transformational (~85%) | Medium |
| Combined Stabilize + Transition | Very High | $15M | High | 12–18 months | Highest (~88%) | Medium |
Top-left = high impact, low effort (quick wins).
Scenario analysis · five futures (Do Nothing anchored)
Production shortfall persists; growth plan stalls
Attrition keeps climbing
−$55M
Stabilize rosters & retention
Attrition eases, coverage recovers
+$33M protected
Accelerate hiring + retention
Rapid coverage, higher cost
+$40M protected
Autonomous + remote operations
Roles shift to higher-skill control
+$47M protected
AI dispatch & planning augment crews
Augmentation + reskilling
+$44M protected
Diagnosis · why this is happening
Critical Operator Shortage
- • Critical Operator Vacancy (18.6%)
- • Remote Site Attrition (24.1%)
- • Time-to-Fill (94days)
- • Equipment Utilization (78%)
- • Unplanned Downtime (9.2%)
- • Haul Cycle Time (+8%)
- • Regional Labor Supply (Tightidx)
- • Mining Wage Inflation (+7.4%)
- • Competitor Poaching Rate (Highidx)
Evidence · 22 indicators (with benchmarks)
Trust · why you can rely on this
22 indicators across 6 categories, each with PY / target / industry benchmarks.
Data → analysis → insight → business risk. Open full trail →
Deterministic: evidence quality, source coverage, framework support and freshness.
- • Capacity does not recover seasonally without intervention
- • Schedule-stability elasticity holds at current levels
- • Autonomous adoption reaches 60% of haul fleet by month 18
- • Wage inflation continues at ~7%
Decision record
Captured in-session · backend persistence to follow.
Connected topics · how this issue ripples outward
Production Growth Risk doesn't sit alone. These connected topics are influenced by the same drivers — exploring them shows how one issue propagates across the enterprise. (Workspaces built out in the next phase.)
- 1Capability Readiness · expanding soonConnected because the operator shortage widens the critical-skills gap.
- 2Safety-Critical Role Coverage · expanding soonConnected because thin coverage raises the license-to-operate risk.
- 3Autonomous Mining Readiness · expanding soonConnected because the transition path depends on building this capability.
- 4Leadership Pipeline · expanding soonConnected because remote-site stability hinges on frontline leaders.
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At this stage · Read the snapshot and the recommended action, then dig into the evidence below.