Agentic Risk Analyst

What could go wrong with this AI use case, and what should we do about it?

Chirag Dani · ARA v3.2.1
LLM: huggingface · meta-llama/Llama-3.3-70B-Instruct · Secure-RAG: connected

Consistency check

Runs the same scenario several times on the configured model and measures how much the conclusions agree: the decision, the overall residual rating and the risks identified. Use it before relying on an assessment, and to show a client how stable the analysis is.

Samples: Autonomous loan approval (Australia)AI-assisted AML transaction monitoringGenerative AI chatbot for internal HR policyAutonomous incident-response agent (SOC)

Each run is a full assessment (1 to 4 minutes). Score: 40% decision agreement, 30% residual rating agreement, 30% risk overlap.

Previous checks

None yet.

Decision support only, not legal or regulatory advice. AI-generated ratings and citations must be reviewed by a qualified person before they are relied on.