AI Upskilling Program Impact & Skill Transfer Survey

Thanks for taking a few minutes to reflect on the AI upskilling program you completed! This helps us improve it for future cohorts. Your responses are completely confidential and anonymized. About 5-6 minutes.

Which AI upskilling program or track did you complete?

• (Replace with Program A)
• (Replace with Program B)
• (Replace with Program C)

Before this program, how confident were you using AI tools (e.g., generative AI assistants) in your daily work?

Now that you've completed the program, how confident are you using AI tools in your daily work?

How much did the program improve each of the following skills?

In the last 30 days, how often have you used skills from this program in your actual work tasks?

• Not at all
• Once or twice
• About weekly
• Several times a week
• Daily

Overall, how would you rate the quality of the AI upskilling program?

Which of these topics would be most and least valuable to emphasize in future AI training?

• Prompt engineering fundamentals
• Selecting the right AI tool for the task
• Verifying and fact-checking AI outputs
• Integrating AI into daily workflows
• Data privacy and responsible use
• Advanced or technical AI applications
• Hands-on practice with real work scenarios

Reconstruct a specific, concrete example of the respondent using an AI skill from this program in their actual work in the last 30 days — what the task was, what they did, and what the outcome was. If they said they've used it 'not at all', probe what's stopping them: forgotten skills, no relevant use case, lack of tool access, or lack of confidence. Anchor follow-ups on their stated confidence change and their frequency-of-use answer.

How likely are you to recommend this AI upskilling program to a colleague in a similar role?

Which best describes your role or department?

• (Replace with Department A)
• (Replace with Department B)
• (Replace with Department C)
• Prefer not to say

How long have you been with the organization?

• Less than 6 months
• 6 months to 2 years
• 2 to 5 years
• 5+ years
• Prefer not to say

That's everything — thank you! Your responses feed into a report on how well this program is changing day-to-day AI use, shared with the training team.