AI Evaluation Demonstrator

Measure how good human experts actually are — and use that as a dynamic benchmark for your AI.

Human-centered AI use remains an unsolved problem. Key challenges include over-reliance on unreliable systems and the resulting liability risks.

At ailusive we build a trustworthy digital future by developing AI compliance and evaluation technology for organizations deploying conversational AI systems.

Core Innovation

We measure how good medical experts actually are — and use that as a dynamic benchmark for AI. Not static gold-standard answers. Not generic leaderboards. A human-centred competency profile, specific to your context, that tells you: is this AI at least as good as my colleagues?

To achieve that, we are continuously testing the AI output, and are comparing the system against an expert capability profile, rather than data. This allows us to test with new questions without ever storing raw expert answers, thus ensuring data sovereignty. The result is a threshold that is specific to your clinical use case, defensible under MDR post-market surveillance requirements, and continuously recalibrated as your AI system evolves.

By doing so, we can detect whether an AI system falls below the quality that we expect, and flag the response — in real time, at the point of use, before a user acts on it.

In this demo, you can try our system in a simple clinical decision support system. Simply ask the system a medical question and see how its responses are evaluated.