Build confidence in your AI
with expert assurance
In a rapidly advancing AI landscape, our assurance solutions provide the
overview and adaptability you need to keep your systems accountable,
resilient, and future-ready.
overview and adaptability you need to keep your systems accountable,
resilient, and future-ready.
Testing real-world AI systems.
We help organisations build trustworthy AI by ensuring their systems are secure, transparent, and ready to perform in a dynamic, high-stakes world.
Automated Red Teaming
Leverage Knovel’s DeepAssure platform to automate adversarial testing across AI tasks, simulating prompt injections, multilingual attacks, and jailbreak attempts to uncover vulnerabilities.
Factual Accuracy and Completeness Testing
Ensure AI outputs retain all critical details by combining human reviews with LLM-based ground truth matching.
Bias and Toxicity Testing
Quantitatively evaluate unfair bias and inappropriate content using classification metrics and toxicity filters for conversational AI.
Data Leakage and Security Risk Testing
Detect unintended data disclosures by probing AI systems and measuring attack success and false positive rates for leakage prevention.
Performance Stress Testing
Evaluate model robustness with edge-case and low-confidence inputs, including fallback and error handling performance.
Iterative Testing with Expert Review
Combine semi-automated test generation with expert validation to continuously improve evaluation coverage.
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