Individual metrics across all respondents. Click a row to view their profile.
Response rate by company and who hasn't submitted yet.
How are people feeling about their job, energy, future, and support?
Which AI tools are being used, how often, and for what tasks?
Company-provided tools and personal spending on AI.
Estimated percentage of code involving AI assistance over time.
Adoption of AI workflow techniques across the organization.
Familiarity with cutting-edge AI tools and techniques.
How people rate their own AI proficiency and its impact.
How much time is spent on non-coding activities.
Meeting load and whether meetings add value.
How well work is tracked, estimated, and scoped.
How people learn about AI and how much time they invest.
Direct quotes from the team, grouped by company.
Composite ranking based on proficiency, AI adoption, workflow maturity, and advanced concepts.