Will your prior authorization AI apply medical-necessity criteria under Pressure?
Stress-test approval decisions and clinical rationale qualitybefore denials trigger risk events
Wrongful-denial and borderline-case escalation scenario testing
Criteria-citation and documentation completeness validation
Regulatory and clinical governance evidence for payer oversight
Data boundaries for Prior Authorization Agent
aodit evaluates prior-authorization workflows in controlled environments without requiring SwissLI AG to access your client data by default.
AI agent prompts, outputs, and evaluation artifacts remain under your governance and access controls.
Built to support security, risk, and compliance teams across regulated and non-regulated industries.
aodit Demo
Run an 8-turn adversarial test against your AI agent. No account required.
322 / 2000 โ paste the instructions your agent follows
2026 Banking AI Risk Report
Independent evaluation of AI agent behavior under adversarial banking scenarios aligned with FINMA expectations.
AODIT evaluated leading AI systems across multi-turn adversarial scenarios covering customer interactions, fraud handling, and escalation behavior.
Where aodit fits in your AI lifecycle
| Phase | Role |
|---|---|
| Before deployment | Independent validation |
| After updates | Test again to ensure behavior has not degraded |
| Ongoing | Provide audit-ready evidence for risk and compliance |
| Post-incident | Analyse what went wrong and why the AI behaved incorrectly |
Independent behavioral testing under stress
aodit evaluates how AI agents behave under pressure, contradiction, and adversarial input.
Each evaluation uses a structured multi-turn protocol to simulate real-world failure scenarios and produce decision-ready evidence for risk, audit, and compliance functions.
Scope and boundaries
aodit currently focuses on independent behavioral evaluation of AI agents.
aodit does not:
- Provide regulatory certification
- Replace internal governance frameworks
- Access training data or model weights
- Require access to live production systems
Monitoring and real-time control capabilities may be introduced as part of future product extensions.
Built for FINMA-regulated environments
FINMA Guidance 08/2024 and the EU AI Act require institutions to demonstrate effective governance, testing, and monitoring of AI systems.
Most institutions lack independent validation of how their AI behaves under stress.
aodit provides that independent evidence layer.
Regulatory standards and compliance references we align with
Starting with FINMA standards, with more institutions and standards added over time.
Audit your prior authorization agent before regulatory exposure.
Independent AI risk evaluation with evidence-ready findings for compliance and audit teams.
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. ยฉ 2026 Swiss Lab of Intelligence (SwissLI AG)