Circuit Breaker

Monitor model performance thresholds and execute automatic shutdown triggers

42

Active

3

Half-Open

2

Tripped

7

Triggers Today

5

Auto-Recoveries

8 min

Avg Recovery
Live Circuit Breaker Status
Credit Scoring v2.3
Active
Failure Rate
2.3%
Response Time
85 ms

Requests

12847

Failures

295

Timeout

12

Fraud Detection ML
Half-Open
Failure Rate
8.7%
Response Time
450 ms

Requests

8234

Failures

716

Timeout

45

Testing recovery...
Customer Churn
Active
Failure Rate
1.2%
Response Time
92 ms

Requests

15623

Failures

187

Timeout

8

Risk Assessment AI
Tripped
Failure Rate
15.4%
Response Time
1250 ms

Requests

3456

Failures

532

Timeout

128

Tripped: Data drift detected (PSI > 0.2)
Demand Forecast
Active
Failure Rate
0.8%
Response Time
120 ms

Requests

9876

Failures

79

Timeout

5

Price Optimizer
Tripped
Failure Rate
22.1%
Response Time
2100 ms

Requests

2145

Failures

474

Timeout

89

Tripped: Fairness violation (DP > 0.1)
Circuit Breaker Rules Configuration
Rule Name Trigger Condition Threshold Action Recovery Strategy Status Actions
High Failure Rate failure_rate > threshold 10%
Trip & Alert
Exponential backoff
Response Time SLA response_time > threshold 1000ms
Throttle
Gradual increase
Data Drift Detection PSI > threshold 0.15
Trip & Retrain
Manual validation
Fairness Violation demographic_parity > threshold 0.1
Block & Escalate
Ethics review
Security Alert adversarial_score < threshold 0.8
Immediate shutdown
Security audit
Recent Circuit Breaker Triggers

Risk Assessment AI

Data drift detected (PSI = 0.21)

Action: Tripped circuit breaker | Duration: Ongoing
10:35 AM

Price Optimizer

Fairness threshold exceeded

Action: Blocked deployment | Duration: Ongoing
09:20 AM

Fraud Detection ML

Performance degradation

Action: Switched to half-open | Duration: 45 mins
08:15 AM

Customer Service Bot

High error rate

Action: Auto-recovered | Duration: 12 mins
06:30 AM
Trigger Statistics (24h)

Performance Degradation

42%

Data Drift

28%

Fairness Violation

18%

Security Alert

12%

Circuit Breaker Performance
Trigger Frequency (7 Days)
020 MonTueWedThuFriSatSun
Triggers
Auto-Recovery
Recovery Time Distribution
020 < 1min1-5min5-15min15-30min> 30min
Models
Emergency Controls
Pause All Models
Temporarily halt all AI operations
Emergency Stop
Immediately stop all models
Reset All Breakers
Clear all tripped states
Resume Operations
Return to normal operations
An unhandled error has occurred. Reload 🗙