Deployment Validation
Automate the pre-deployment validation process with real-time gate status
7
Pending Validations
23
Passed Today
4
Failed Today
12 min
Avg Validation Time
Active Validation Pipeline
Credit Scoring v3.0
Classification - 3.0.1 Submitted: 5 mins agoValidation Gates
Code Quality
Performance
Fairness
Security
Compliance
Documentation
Running
Fraud Detection ML
Anomaly Detection - 2.4.0 Submitted: 12 mins agoValidation Gates
Code Quality
Performance
FairnessDP > 0.1
Security
Compliance
Documentation
Failed
Validation Gate Configuration
Code Quality
Static analysis and code standards
Test Coverage
> 80%
Code Complexity
< 10
Documentation
Complete
Pass Rate
92%
Avg Time
45 sec
Performance
Model accuracy and efficiency metrics
Accuracy
> 0.95
Latency
< 100ms
Throughput
> 1000/s
Pass Rate
88%
Avg Time
120 sec
Fairness
Bias and fairness validation
Demographic Parity
< 0.05
Equal Opportunity
< 0.08
Individual Fairness
> 0.9
Pass Rate
85%
Avg Time
90 sec
Security
Vulnerability and adversarial testing
Adversarial Test
< 5% ASR
Data Privacy
Compliant
Access Control
Enforced
Pass Rate
94%
Avg Time
180 sec
Recent Validation History
| Model | Version | Submitted By | Time | Validation Results | Status | Actions |
|---|---|---|---|---|---|---|
| Customer Churn v1.2 | 1.2.0 | Sarah Chen | 2 hours ago | Passed |
||
| Risk Assessment AI | 4.1.0 | Mike Johnson | 4 hours ago | Failed |
||
| Demand Forecast | 2.0.0 | Lisa Wang | 6 hours ago | Passed |
||
Validation Performance Metrics
Gate Pass Rates (7 Days)
Pass Rate
Validation Time Trend
Validation Time (min)
Common Failure Reasons
Top Issues
Fairness Threshold Exceeded
12
Review training data for bias
Insufficient Test Coverage
8
Increase unit test coverage to 80%
Performance Below SLA
7
Optimize model architecture
Missing Documentation
5
Complete model cards and API docs
Deployment Queue
Model A
Deployed ETA: CompleteModel B
Deploying ETA: 2 minsModel C
Validated ETA: 5 minsModel D
Validating ETA: 15 minsModel E
Queued ETA: 25 mins