⚡
Shortfall Watch
Module 13 · daily AI brief · 5am AEST · 7-14 day forecast · 4CG's strategic brain
🔴 High severity
1
action required < 48h
🟡 Medium
1
action this week
🟢 Low / planning
2
FYI · monitor
Items today
4
shortfall-watch-prompts v0.4.2
🪄 AI-suggested resolutions appear under each brief item. Single click = drafts the action, queues SMS/email, opens M2 booking, or escalates to ops.
✦AI Resolve: action all high-severity items
✦Re-generate brief with fresh data
Stapylton DC
Shortfall of 4 forklift-licensed freezer-trained workers
3 forecast no-shows based on recent pattern (J.Wei, A.Patel, T.O'Brien), 2 HRWL expiries today (renewals not started), 1 unanticipated leave approved yesterday (S.Chen). Higher-than-normal Wed booking volume.
Confidence 78%
Claude · cached for 24h
Minchinbury 1
Frozen unpack demand forecast 23% above pool capacity
Booking pipeline (8 frozen unloads) vs available freezer-trained pool (only 14 with NSW + MIN induction). Pattern: customer Q3 ramp.
Confidence 84%
Claude · cached for 24h
National
14 HRWL renewals required · 4 critical for Stapylton Sat ops
Auto-renewal workflow triggered 30/60/90d out. 4 are critical-path for STA Saturday ops.
Confidence 99%
Claude · cached for 24h
🪄 AI-suggested resolutions
Jandakot DC
WA Public Holiday — auto-reconcile penalty rates
Foundation Day. Penalty rate routing auto-applied to all JAN shifts. 11 shifts will trigger PH SKU.
Confidence 100%
Claude · cached for 24h
🪄 AI-suggested resolutions
Brief metadata
Auditability — every brief is reproducible from versioned prompts + cached source data
Source feeds
M2 jobs (next 14d) · M12 deployable pool · M7 cert expiries · M4a roster · M3 rate cards · Customer Q2 patterns
Prompts
shortfall-watch-prompts v0.4.2
eval set: 18 historical scenarios · current pass rate 87.3%
eval set: 18 historical scenarios · current pass rate 87.3%
Model
Anthropic Claude · fallback to OpenAI · LLM abstraction layer · model swap zero-touch