Prep Room
Sign inCreate account
Coach note

AI-ready questions test whether you can reason about LLMs and AI systems as engineering material — limits, costs, evaluation, failure modes — not just hype.

Create an account or sign in to see model answers and concept guides — and to track the questions you’ve practiced.

Create free accountSign in
AI-ready · Governance Risk

Your team wants to use a cloud-based AI tool to help analyze structure-activity relationship data for a compound series that's core to your IP position. Walk me through the questions you'd need answered before that data goes anywhere near the tool.

0of ~160 wordsAbout a minute spoken
Type your answer

Voice isn’t supported in this browser — type your answer in the box.

Create a free account to get more critiques.

Your answer
Your answer appears here as you speak.
Model answerFree with an account

Before any structure-activity data leaves our systems, I need to know exactly where it goes: does the vendor train on customer data by default, is there a contractual guarantee aga…

The full answer — structure, worked example, likely follow-up.

Next AI-ready question

Practice more

Thousands of questions, calibrated to your role — your progress saved across every session, with model answers and full breakdowns.

Create accountTour Prep Room