Attention check: Please select “I am paying attention.”
I am paying attention
Strongly agree
Strongly disagree
Not sure
Q9
Multiple Choice
Are risk tiers or categories defined for AI systems in your organization?
Yes
No
Not sure
Q10
Short Text
What criteria determine AI risk tiers? (e.g., data sensitivity, potential impact, user reach)
Max 100 chars
Q11
Matrix
How established are the following AI controls where you work?
Rows
Not in place
Planned
Partially in place
Mostly in place
Fully in place
Data classification for AI inputs/outputs
•
•
•
•
•
Access controls and permissions
•
•
•
•
•
Human-in-the-loop review
•
•
•
•
•
Model monitoring and drift detection
•
•
•
•
•
Prompt injection/jailbreak defenses
•
•
•
•
•
Third-party AI/vendor due diligence
•
•
•
•
•
Q12
Multiple Choice
Do you know how to report an AI-related incident or near-miss?
Yes
No
Not sure
Q13
Numeric
How many AI-related issues did you observe in the past 12 months? If none, enter 0.
Accepts a numeric value
Whole numbers only
Q14
Ranking
Rank the following AI governance improvements from most to least important.
Drag to order (top = most important)
Clarify policy and standards
Simplify approvals
Expand monitoring & telemetry
Strengthen access controls
Staff training & awareness
Vendor/third-party governance
Q15
Constant Sum
Allocate 100 points across the areas where investment would have the greatest impact.
Total must equal 100
Clarify policy and standards
Simplify approvals
Expand monitoring & telemetry
Strengthen access controls
Staff training & awareness
Vendor/third-party governance
Min per option: 0Whole numbers only
Q16
Multiple Choice
Which function(s) best describe your role? Select up to two.
Engineering/ML
Product Management
Design/UX
Data/Analytics
Legal/Compliance
Security/Privacy
Procurement/Vendor Management
Operations
HR/People
Finance
Sales/Marketing
Other
Q17
Dropdown
What is your seniority level?
Individual contributor
Manager
Senior manager
Director
VP
C-level/Founder
Prefer not to say
Q18
Dropdown
How long have you been with your organization?
< 6 months
6–12 months
1–2 years
3–5 years
6–10 years
11+ years
Prefer not to say
Q19
Dropdown
Which region do you primarily work in?
Africa
Asia-Pacific
Europe
Latin America
Middle East
North America
Prefer not to say
Q20
Dropdown
What is your age group?
18–24
25–34
35–44
45–54
55–64
65+
Prefer not to say
Q21
Multiple Choice
Gender
Woman
Man
Non-binary
Prefer not to say
Q22
Dropdown
What is your highest level of education?
Less than high school
High school or equivalent
Some college
Bachelor’s degree
Master’s degree
Doctorate
Professional degree (e.g., JD, MD)
Prefer not to say
Q23
Dropdown
What is your current employment status?
Full-time employee
Part-time employee
Contractor/Consultant
Intern/Apprentice
Other
Prefer not to say
Q24
Chat Message
Welcome! This brief survey assesses how AI policies and controls work in practice. Please answer based on your current role and experience.
Q25
Long Text
Any other comments or examples about AI policy, workflows, or risk controls?
Max 600 chars
Q26
AI Interview
AI Interview: 2 Follow-up Questions on your key responses
AI InterviewLength: 2Personality: [Object Object]Mode: Fast
Q27
Chat Message
Thank you for completing the survey! Your input will help improve AI policy, workflows, and risk controls.
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