Services Work Process Blog About Book a strategy call

AI Tools Usage Pulse

We’re taking a pulse on how AI tools are actually used and where they deliver real value in day to day work. The survey is short, anonymous, and we’ll share a summary of findings afterward.

1. Which best describes your role?

Software engineer Senior software engineer Engineering lead or manager Architect or principal engineer Data or AI engineer Other engineering role

2. How often do you use AI tools for work?

Multiple times per day Daily A few times per week Rarely Never

3. Which AI tools do you use regularly? (select up to 3)

ChatGPT GitHub Copilot Cursor Claude Gemini Kagi JetBrains AI or Junie Local or self hosted models Other

4. What do you mainly use AI for?

Coding or debugging Code reviews or refactors Writing or documentation Research or planning Design or visuals Automation or scripts

5. Overall how effective are AI tools in your day to day development work?

Very effective Somewhat effective Neutral Slightly ineffective Not effective

6. How often does AI output require significant correction?

Almost always Often Sometimes Rarely Almost never

7. Has AI changed how you approach problem solving at your company?

Yes significantly Yes somewhat No real change Not sure Too early to tell

8. Over the next 6 to 12 months what would most improve how your company uses AI?

Use AI more broadly across roles Go deeper in a few high value areas Be more selective and cautious Clear best practices and guidance Shared tools or workflows Nothing current usage is fine

Optional comment

Anything worth improving, standardizing, or stopping?

Building exceptional digital products for startups and technology teams.

Services

Cross-Platform Apps
Web Applications
Custom Software
AI Integration
Process

Company

About Us
Our Work
Blog
AI Survey
Careers
FAQ

Contact

[email protected]
1424 11th Ave
Seattle, WA 98122