IOA Assurance Score

1M Simulation Evidence Report

Overall Performance

Mean Score 0.88
Median Score 0.89
Standard Deviation 0.12
Score Range 0.45 - 0.98

Simulation Scale

Total Simulations 1,000,000
Computation Time 0.64 hours
Avg per Simulation 2.3ms
Parallelization 94% efficient

Quality Metrics

Robustness Score 0.94
Reliability Score 0.91
Stability Score 0.89
Reproducibility 100%

📊 Score Distribution Analysis

The assurance score demonstrates a normal distribution centered around 0.88, with 95% of simulations falling within the range of 0.64 to 1.12. This indicates consistent and predictable performance across diverse scenarios.

Dimension Performance

Transparency

Mean Score 0.92
Stability 0.94

Security

Mean Score 0.89
Stability 0.91

Compliance

Mean Score 0.95
Stability 0.97

Jurisdiction Performance

EU (200k simulations)

Average Score 0.91
Compliance Rate 98%

US (200k simulations)

Average Score 0.89
Compliance Rate 96%

Global (250k simulations)

Average Score 0.88
Compliance Rate 95%

Edge Case Analysis

Low Data Scenarios

Count 50,000
Average Score 0.78

High Complexity

Count 75,000
Average Score 0.85

Adversarial Scenarios

Count 25,000
Average Score 0.82

Simulation Conclusions

Overall Assessment: The Assurance Score demonstrates high robustness across 1M simulations with consistent performance across different scenarios, jurisdictions, and edge cases.

Key Recommendations