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
82
EMBER operations are healthy. Dinner covers are trending above forecast.
Shift health
90
Service
92
Kitchen
86
Inventory
84
Labor
88
Guest exp.
93
Critical issues
0
Open tasks
3
AI confidence
90%
Bar restock delayed 40m; plan pushed. No customer-visible impact expected.
Daily operations
Today's timeline — opening, lunch, dinner, closing.
07:00 — 11:00
Morning opening
Completion
83%
Delays
0
Issues
0
11:00 — 15:30
Lunch service
Completion
100%
Delays
0
Issues
0
17:00 — 23:00
Dinner service
Completion
78%
Delays
0
Issues
0
Bar prep started 40m late; recovered by service.
23:00 — 00:30
Closing
Completion
0%
Delays
0
Issues
0
Opening checklist
Today's timeline — opening, lunch, dinner, closing.
Progress: 83%
Kitchen ready
Kitchen · High
CompletedEquipment check
Kitchen · High
CompletedPOS ready
Service · High
CompletedCash drawer
Service · High
CompletedFood safety
Kitchen · High
CompletedCleaning
Dining · Medium
CompletedStaff briefing
Service · Medium
PendingInventory ready
Storage · Medium
PendingUtilities
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 |
|---|---|---|---|---|---|---|---|
VIP table prep | High | Service | Lilit S. | Due in 30m | In progress | ||
Bar restock | Medium | Bar | Hayk N. | Due in 60m | Pending | ||
Dessert prep | Medium | Kitchen | Narek T. | Due in 90m | Pending |
Incident center
Every incident with severity, owner, timeline and AI recommendation.
| Incident | Severity | Status | Age | Impact | |
|---|---|---|---|---|---|
Bar delivery delay Delivery delay · Storage | Opportunity | Resolved | Opened 2.0h ago | 40,000 ֏ |
Shift management
Coverage, attendance and shift health.
07:00 — 11:00
Morning
Coverage
100%
Attendance
100%
Open tasks
0
Incidents
0
Clean opening.
11:00 — 15:30
Lunch
Coverage
92%
Attendance
96%
Open tasks
1
Incidents
0
Bar delivery delay absorbed without impact.
17:00 — 23:00
Dinner
Coverage
94%
Attendance
96%
Open tasks
3
Incidents
1
VIP setup confirmed; slight coverage gap absorbed.
Operations recommendations
AI-generated actions ready to route to the Decision Center.
Operational risk
Adjust delivery windows
Beverage supplier missed target window by 40m.
Est. impact
90,000 ֏
Confidence
80%
ETA
24 h
Guest complaint
Guest follow-up template
Guest complaint frequency low but recovery could be faster.
Est. impact
40,000 ֏
Confidence
74%
ETA
12 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 | 66% | 15 | 16% | 1 | 10% | 44% | 34% | 191 | 90% |
| +2h | 67% | 15 | 16% | 1 | 10% | 44% | 35% | 192 | 89% |
| +3h | 67% | 15 | 16% | 1 | 10% | 45% | 35% | 193 | 89% |
| +4h | 67% | 15 | 17% | 1 | 10% | 45% | 35% | 194 | 89% |
| +5h | 68% | 15 | 17% | 1 | 10% | 45% | 35% | 195 | 89% |
| +6h | 68% | 15 | 17% | 1 | 10% | 45% | 36% | 196 | 88% |
Operations KPIs
Checklist completion
47%
Avg. task time · Historical
28 min
Avg. incident resolution · Historical
48 min
Service readiness · Historical
92%
Shift completion
0%
Manager efficiency · Historical
88%
Operational risk
18%
Guest experience · Historical
93%
Daily throughput
260
Operations score
82
Operations timeline
Tasks, incidents, manager actions, approvals and AI recommendations in order.
AI: dinner covers trending +6% vs. forecast.
Operations AI · AI
Aug 27, 05:18 AM
Lunch shift closed cleanly.
Operations AI · Shift
Aug 27, 04:36 AM
Nare confirmed VIP reservation setup.
Nare · Manager
Aug 27, 03:48 AM
Opening checklist completed.
Operations AI · Checklist
Aug 27, 03:12 AM
Deterministic demo data. Values reset when you clear browser storage.