3

Human oversight

AI Approval Center

Sensitive AI actions wait here for a human decision. Nothing in this queue executes automatically.

Awaiting approval

5

Decided in this session

0

Average AI confidence

88%

AI Recommendation91%AP-101

Generate maintenance work order for AHU-04

Maintenance AI Agent

Estimated impact
Prevents likely cooling failure in Tower A wing 2
Supporting evidence
Vibration +16% over 14 days; supply temperature drift 2.4°C
Confidence
91%
AI Recommendation84%AP-102

Adjust HVAC schedule in Tower B

Energy AI Agent

Estimated impact
Estimated 8.4% HVAC consumption reduction
Supporting evidence
Occupancy pattern shift; 30-day load curve analysis
Confidence
84%
AI Recommendation96%AP-103

Send resident notification — water maintenance

Resident AI Agent

Estimated impact
Notifies 305 units before 2-hour service window
Supporting evidence
Scheduled work order WO-2830 confirmed
Confidence
96%
AI Recommendation91%AP-104

Schedule elevator inspection E-12

Maintenance AI Agent

Estimated impact
Avoids projected 6 hours of downtime
Supporting evidence
Failure probability model output; door cycle anomalies
Confidence
91%
AI Recommendation79%AP-105

Escalate water anomaly in Tower C

Sustainability AI Agent

Estimated impact
Potential leakage of ~14 m³ per day
Supporting evidence
Night flow above baseline 02:00–04:00 for 3 nights
Confidence
79%