Which best describes how your team currently uses AI tools (ChatGPT, Copilot, Gemini, etc.) at work?

Be honest — sanctioned use and shadow use are both signals.

How has your organization trained staff on responsible AI use?

How would you describe leadership sponsorship of AI initiatives?

A "large language model" produces output by:

Pick the most accurate description.

When an AI confidently produces a wrong answer, the most accurate explanation is:

Which of the following is generally the worst fit for a generative AI solution?

Retrieval-Augmented Generation (RAG) is best described as:

When someone says "AI agent," they typically mean:

Your team needs an AI assistant that can answer employee HR questions using your internal policy documents. The right approach is most likely:

How is your business data currently distributed across systems?

Think ERP, CRM, finance, e-commerce, ticketing, spreadsheets, etc.

If a senior architect audited your most-used dataset (customers, orders, vendors, etc.) tomorrow, what would they find?