Risk Management & AI — a 3-minute research survey

Thank you for helping with my master's thesis research on risk management, documentation, and AI in the workplace. The survey is anonymous, takes under 5 minutes (17 quick questions), and your answers are used only in aggregate for academic purposes.

A — About you

Q1. Which best describes your professional field?

Q2. How many years of professional experience do you have?

Q3. How would you describe the way your organization typically works?

Q4. How often does your organization update its working processes?

B — How risk and lessons are handled today

Q5. How is risk usually handled on your projects?

Q6. “The same types of problems tend to recur across our projects.”

Q7. “We document lessons learned, but people rarely go back and use them.”

Q8. “Under time pressure, documenting lessons is one of the first things skipped.”

Q9. “When experienced people leave, valuable knowledge leaves with them.”

Q10. “Knowledge travels well between different projects or teams in my organization.”

C — AI and new ways of working

Q11. How familiar are you with AI tools (e.g., ChatGPT, Copilot) in a professional context?

Q12. How useful would you find AI that makes documenting risks and lessons quick and almost effortless?

Q13. Which would be more useful to you?

Q14. How useful would a short, regular team review (e.g., every 2 weeks) to act on emerging risks be?

Q15. “I would spend 15–30 minutes per week documenting risks if it genuinely improved future outcomes.”

D — Adoption in your organization

Q16. How open is your organization to adopting new digital tools or ways of working?

Q17. What would most likely block adoption of an AI-supported approach in your organization? (Select up to two)