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Output Grading Engine

Grade your agent's
output instantly

Submit any agent output and see your 5-dimension certification readiness score in real time. No account required for the demo.

Submit Output for Grading

Get an instant 5-dimension assessment against the relevant industry standard.

Demo Mode — This simulates the grading engine with heuristic scoring. Real certification includes expert review and adversarial test cases. Request full certification →
Minimum 50 characters recommended for meaningful scoring.

Try a Sample Output

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Submit an agent output using the form to see your 5-dimension assessment.

The 5 Grading Dimensions

🎯 Domain Knowledge25%

Accuracy against known ground-truth test cases. Does the output get the facts right?

🛡️ Adversarial Robustness20%

No harmful, biased, or hallucinated outputs under edge-case inputs.

💡 Explainability20%

Reasoning traces sufficient for regulatory audit trail.

🔁 Consistency15%

Same input produces same output across multiple runs.

📋 Compliance Format20%

Output format matches regulatory documentation requirements.

Each dimension is independently validated and weighted by industry. View framework pass criteria →