Use case · AI Control

AI Evals & Testing

Test AI use cases against the failure modes that matter — hallucination, prompt injection, jailbreak, drift, fairness. Before you ship. On your bank's ground-truth data. In your environment.

What Aureon does

Six capabilities.

Hallucination testing

Against your bank's ground-truth knowledge base. RAG groundedness scored. Failure modes catalogued and remediated.

Prompt-injection defence

Standard corpora plus your bank's domain-specific attack vectors. Pass-rate scored, weak prompts flagged.

Jailbreak resistance

Adversarial-prompt corpus run against the live model. Refusal vs. compliance behaviour mapped and tested.

Semantic and output drift

Distribution of AI outputs over time, scored against a baseline. Triggers re-validation on breach.

Fairness assessment

Differential performance across protected attributes. Adverse-action consistency checks. Recalibration paths.

Synthetic scenario generation

For the scenarios you don't have data for — because they haven't happened yet. AI-generated stress cases, human-curated.

Regulator-mapped

Aligned to the frameworks banks answer to.

IN RBI MRM 2026 · Red-teaming clause EU EU AI Act · Testing requirements US NIST AI RMF UK PRA AI guidance
Part of Aureon AI Control Plane

This is one capability inside Aureon AI Control Plane.

See the full product — or explore related use cases.

Explore Aureon AI Control Plane → Agentic AI Control AI Governance
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Two ways to start. No sales-cycle overhead. On your premises or in your VPC.

No commitment On-premises or your VPC Results in days, not months