Deployment review & approve
Each recommendation lands here for Lieutenant review. Edit assignments and reason codes, then approve or reject before it reaches personnel systems. Every action is timestamped and logged per WS-001.
5 pending review
Recommendation #DR-0814 · Reposition Civic Center 16:00–20:00
Source: Trend Detection (complaint surge at Civic Center, 4.2σ above norm) · Predicted impact: +71% mitigated.
High impact
Confidence 82%
✦Why this recommendation
Civic Center is showing the strongest 7-day leading indicator we've seen this quarter — historically followed by a 71% incident spike within 5–7 days. Current officer coverage at this station is below the model's recommended threshold for the 16:00–20:00 shift.
Move from
MacArthur · Embarcadero
MacArthur over-covered by 1.4× · Embarcadero coverage stable
Move to
Civic Center / UN Plaza
Risk 87 · 38 complaints in last 24h
Personnel proposed (3)
| Officer | Role | Current station | Override |
|---|---|---|---|
Officer M. Rivera Badge 04127 · 6yr | Sworn officer | MacArthur | |
Officer A. Chen Badge 04211 · 4yr | Sworn officer | MacArthur | |
Spec. D. Romero CIS · 8yr | CIS | Embarcadero |
Reason code (required if edited / rejected)
Predicted outcome · with
−71% incident risk
Predicted outcome · without
+71% incident risk
Source data
- NIBRS · 412 historical surges
- ELERTS · 23 reports last 90m
- Complaint CRM · 38 in 24h
- Fare gates 14/17/22 · tailgating +63%
- Ridership · +9% vs. 30-day median
Recommendation generated 14:32:08 PT · model v1.4-r2 · audit ID DR-0814
Approval queue
Pending recommendations · sorted by predicted impact.
| ID | Recommendation | Window | Mix | Impact | Confidence | State | |
|---|---|---|---|---|---|---|---|
| DR-0814 | Reposition 2 officers + 1 CIS to Civic Center | 16:00–20:00 | 2 Officer · 1 CIS | High | 82% | Pending review | Open |
| DR-0815 | Add fare inspector pair · Powell | 18:00–19:00 | 2 Fare Insp. | Medium | 74% | Pending review | Open |
| DR-0816 | Add 1 CSO at Embarcadero concourse | 15:00–17:00 | 1 CSO | Medium | 68% | Pending review | Open |
| DR-0817 | Pair CIS + officer · 16th St. Mission | 20:00–02:00 | 1 CIS · 1 Officer | Medium | 71% | Edit suggested | Open |
| DR-0818 | Hold 2 Ambassadors at 19th St. Oakland | Now → 18:00 | 2 Amb. | High | 91% | Auto-approved · active P1 | Open |
| DR-0807 | Reduce coverage at MacArthur | 16:00–20:00 | −2 Officer | Low | 62% | Approved · 13:50 PT | Open |
| DR-0791 | Move CIS from Embarcadero to 16th St. | 09:00–13:00 | 1 CIS | Medium | 67% | Rejected · personnel not available | Open |
Operations Console · Deployment Plans · WS-001 HIL workflow
All actions logged · DF-019 reason codes · audit retained 7y