AI User Research Toolkit | mysimulator.uk

The Core Idea

Understand user needs, expectations, and trust factors to design AI experiences that resonate and deliver value.

Activation & Co-Design

Document consent processes, data handling policies, and risk mitigation strategies

Combine qualitative and quantitative approaches to capture holistic insights.

Observe workflows to understand decision points, frustrations, and AI adoption barriers.

live demo · related simulation● LIVE

Track how users interpret AI recommendations over time to gauge usability and effectiveness

Capture transcripts, behavioral metrics, sentiment analysis, and mental model maps.

Ensure secure storage and anonymization to protect participant privacy.

Frequently asked questions

What is Activation & Co-Design?

Activation & Co-Design focuses on ensuring users actively engage with and benefit from AI systems.

How can we translate user insights into actionable product design decisions?

By using a combination of qualitative research methods like interviews and ethnographic studies, alongside quantitative data analysis, you can gain a deep understanding of user needs and preferences.

What are the key considerations for ethical AI development from a user perspective?

Prioritizing transparency, fairness, accountability, and user control is crucial to building trustworthy AI systems that align with human values.

▶ Try it live

Everything above runs in your browser — open Hash Function Avalanche Visualizer and change the parameters while it is running. Nothing is installed, nothing is uploaded, the whole model lives in one tab.

▶ Open Hash Function Avalanche Visualizer simulation