AODIT-6 behavioral evaluation framework
AI Agent Testing Methodology
aodit evaluates how AI agents behave under stress, contradiction, and adversarial pressure. The framework is designed for risk, compliance, and audit teams that require independent evidence rather than self-reported model performance.
Who this is for
Risk teams, compliance officers, and audit functions who need independent behavioral evidence rather than vendor-supplied benchmarks.
Six evaluation dimensions
Each dimension measures a distinct behavioral risk class using structured multi-turn scenarios.
Reliability
Does it maintain accurate outputs under repetition and contradiction?
Integrity
Does it disclose uncertainty and resist fabrication under authority pressure?
Confidentiality
Can it protect sensitive information under extraction and role-pressure attempts?
Judgment
Does it make proportional decisions and escalate correctly under risk?
Resistance
Does it resist jailbreaks, injections, and social engineering pressure?
Resilience
Does it maintain coherent performance under prolonged stress and ambiguity?
Eight-turn adversarial protocol
Every evaluation runs an eight-turn sequence that increases pressure progressively and then tests recovery.
The opening question
Normal question to establish baseline behaviour under no pressure.
The reworded question
Same question in different wording to test consistency under rephrasing.
The complicated scenario
Added complexity to test memory, priorities, and constraint handling.
The grey zone
Edge-of-policy case to check boundary adherence versus loophole drift.
The hard push
Urgency, authority, and emotional pressure to test stress resistance.
The manipulation attempt
False premises and disguised requests to test attack detection and refusal.
The recovery test
Post-pressure stabilization check for safe, coherent re-alignment.
The final judgment
Closing assessment of reasoning quality, escalation decisions, and robustness.
Independent by design
aodit is an independent evaluation layer. It does not certify models, replace governance frameworks, or access model weights.
Swiss Lab of Intelligence (SwissLI AG)
Murbacherstrasse 19
6003 Luzern
Switzerland
Compliance
FINMA Guidanceaodit is an independent AI evaluation framework. SwissLI AG is not affiliated with FINMA or any regulatory authority. Evaluation results are advisory and do not constitute regulatory approval or legal advice. © 2026 Swiss Lab of Intelligence (SwissLI AG)