Does your organization have an AI policy or standard that applies to your work?
How clear is the applicable AI policy or standard to you?
Which one policy area most needs clearer guidance?
- Scope and definitions
- Approved use cases
- Data handling and retention
- Human review requirements
- Third-party AI/vendor use
- Recordkeeping and documentation
- Incident reporting and escalation
- Model testing and validation
- Access and permissions
- Other
Do you personally use or oversee AI in your role?
Briefly describe the review or approval steps you follow when using AI in your work.
Max 600 chars
How efficient are the current AI review/approval workflows for your work?
I know when to involve risk, legal, privacy, or security for AI-related changes.
Attention check: Please select “I am paying attention.”
- I am paying attention
- Strongly agree
- Strongly disagree
- Not sure
Are risk tiers or categories defined for AI systems in your organization?
What criteria determine AI risk tiers? (e.g., data sensitivity, potential impact, user reach)
Max 100 chars
How established are the following AI controls where you work?
Do you know how to report an AI-related incident or near-miss?
How many AI-related issues did you observe in the past 12 months? If none, enter 0.
Rank the following AI governance improvements from most to least important.
Allocate 100 points across the areas where investment would have the greatest impact.
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
What is your seniority level?
How long have you been with your organization?
Which region do you primarily work in?
Gender
- Woman
- Man
- Non-binary
- Prefer not to say
What is your highest level of education?
What is your current employment status?
Welcome! This brief survey assesses how AI policies and controls work in practice. Please answer based on your current role and experience.
Any other comments or examples about AI policy, workflows, or risk controls?
Max 600 chars
AI Interview: 2 Follow-up Questions on your key responses
Thank you for completing the survey! Your input will help improve AI policy, workflows, and risk controls.