OPERATIONS AGENT
Operations Agent
Daily operational command center — checklists, tasks, incidents, and manager AI briefs across every branch.
Operations Health
Composite score across shifts, service, kitchen, inventory, labor and guest experience.
Score
33
KAI operations need attention — an equipment failure and inventory shortage are impacting lunch throughput.
Shift health
76
Service
82
Kitchen
74
Inventory
68
Labor
80
Guest exp.
84
Critical issues
1
Open tasks
6
AI confidence
88%
Prioritize the induction cooktop repair (Kai-1). Salmon shortage may force 86'ing sushi rolls by 19:30.
Daily operations
Today's timeline — opening, lunch, dinner, closing.
07:00 — 11:00
Morning opening
Completion
75%
Delays
1
Issues
1
Induction cooktop failed prep. Backup station in use.
11:00 — 15:30
Lunch service
Completion
100%
Delays
2
Issues
1
17:00 — 23:00
Dinner service
Completion
45%
Delays
1
Issues
0
23:00 — 00:30
Closing
Completion
0%
Delays
0
Issues
0
Opening checklist
Today's timeline — opening, lunch, dinner, closing.
Progress: 75%
Kitchen ready
Kitchen · High
CompletedEquipment check
Kitchen · High
CompletedPOS ready
Service · High
CompletedCash drawer
Service · High
CompletedFood safety
Kitchen · High
PendingCleaning
Dining · Medium
CompletedStaff briefing
Service · Medium
PendingInventory ready
Storage · Medium
FailedUtilities
Facility · Medium
CompletedMusic
Dining · Low
CompletedLighting
Dining · Low
CompletedSecurity
Facility · High
Completed
Task center
Every task assignable and traceable.
| Task | Priority | Department | Assignee | Due | Status | Progress | Open |
|---|---|---|---|---|---|---|---|
Induction cooktop repair Escalation L2 | Critical | Kitchen | Aram G. | Due in 15m | Escalated | ||
Emergency salmon reorder Escalation L1 | High | Inventory | Milena K. | Due in 60m | In progress | ||
Kitchen line rebalance | High | Maintenance | Tigran P. | Due in 90m | Pending | ||
Sushi bar service brief Escalation L1 | Medium | Service | Anush A. | Due in 40m | Blocked | ||
Restroom deep-clean | Medium | Cleaning | Levon D. | Due in 120m | Pending | ||
Cash reconciliation prep | Low | Management | Davit M. | Due in 240m | Pending |
Incident center
Every incident with severity, owner, timeline and AI recommendation.
| Incident | Severity | Status | Age | Impact | |
|---|---|---|---|---|---|
Induction cooktop failure Equipment failure · Kitchen | Critical | In progress | Opened 1.5h ago | 420,000 ֏ | |
Salmon shortage Inventory shortage · Storage | Important | Open | Opened 0.6h ago | 180,000 ֏ | |
Server no-show Staffing issue · Service | Important | In progress | Opened 0.3h ago | 80,000 ֏ |
Shift management
Coverage, attendance and shift health.
07:00 — 11:00
Morning
Coverage
86%
Attendance
92%
Open tasks
1
Incidents
1
Cooktop failure impacted opening prep.
11:00 — 15:30
Lunch
Coverage
83%
Attendance
90%
Open tasks
3
Incidents
3
Understaffed and dealing with 2 open incidents.
17:00 — 23:00
Dinner
Coverage
88%
Attendance
92%
Open tasks
2
Incidents
0
Coverage recovering; monitor menu availability.
Operations recommendations
AI-generated actions ready to route to the Decision Center.
Equipment
Emergency cooktop repair
Station 3 induction offline — protecting dinner throughput.
Est. impact
420,000 ֏
Confidence
90%
ETA
4 h
Inventory risk
Confirm salmon PO-1042
Salmon buffer below 1-day safety stock.
Est. impact
180,000 ֏
Confidence
84%
ETA
6 h
Staff shortage
Callout on-call server
Lunch coverage at 83% after no-show.
Est. impact
80,000 ֏
Confidence
78%
ETA
3 h
Operations forecast
Service load, staffing demand, risk, and pressure across horizons.
Per-hour values
| # | Service load | Staff demand | Operational risk | Expected delays | Equipment risk | Cleaning load | Inventory pressure | Guest flow | Confidence |
|---|---|---|---|---|---|---|---|---|---|
| +1h | 75% | 14 | 36% | 3 | 26% | 50% | 54% | 182 | 84% |
| +2h | 75% | 14 | 37% | 3 | 26% | 51% | 55% | 183 | 83% |
| +3h | 76% | 14 | 37% | 3 | 26% | 51% | 55% | 184 | 83% |
| +4h | 76% | 14 | 37% | 3 | 27% | 52% | 56% | 186 | 83% |
| +5h | 77% | 15 | 38% | 3 | 27% | 52% | 56% | 188 | 83% |
| +6h | 78% | 15 | 38% | 3 | 27% | 53% | 57% | 189 | 82% |
Operations KPIs
Checklist completion
43%
Avg. task time · Historical
38 min
Avg. incident resolution · Historical
68 min
Service readiness · Historical
82%
Shift completion
0%
Manager efficiency · Historical
78%
Operational risk
67%
Guest experience · Historical
84%
Daily throughput
220
Operations score
33
Operations timeline
Tasks, incidents, manager actions, approvals and AI recommendations in order.
Opening checklist item failed: inventory ready.
Operations AI · Checklist
Aug 27, 05:48 AM
Task escalated — repair overdue.
Operations AI · Task
Aug 27, 05:06 AM
AI: salmon buffer below safety threshold.
Operations AI · AI
Aug 27, 04:12 AM
Davit assigned cooktop repair to Tigran P.
Davit · Manager
Aug 27, 03:36 AM
Incident opened: induction cooktop failure at Station 3.
Operations AI · Incident
Aug 27, 03:09 AM
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