AI Adoption
Assess the AI readiness of your team. Assess how they are using AI tools to improve productivity, quality, and joy of use.
AI Adoption
- How frequently do you use AI-powered tools in your daily work?
- Which tasks do you most commonly use AI tools for?
- I have access to the AI tools I need to do my job effectively
- I trust the output generated by AI tools enough to use it with minor review
- I feel confident in my ability to evaluate and adjust AI-generated suggestions
- Our team has clear guidelines for when and how to use AI tools
- AI tools help me complete tasks faster than I could without them
- The quality of my work has improved since I started using AI tools
- AI tools reduce the amount of repetitive or tedious work I do
- I have concerns about security or privacy when using AI tools
- I have received adequate training on how to use AI tools effectively
- What is the biggest barrier preventing you or your team from adopting AI tools more broadly?
- What is one thing AI tools have helped you accomplish that would have been difficult otherwise?
- What improvement would you most like to see in how your team uses AI?
Usage & Adoption
Trust & Confidence
Productivity & Impact
Barriers & Concerns
Open Reflection
References:
1
GitHub research on developer productivity with AI coding tools
Survey categories are inspired by GitHub's research on AI-assisted development
Survey categories are inspired by GitHub's research on AI-assisted development
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