The AI Impact Report 2026
Learn why AI adoption and spend have surged while measurement, security, and skills haven’t kept pace.
In partnership with
What’s inside
How engineering managers adopt AI and measure its impact.
The six gaps impacting AI-powered engineering: adoption, measurement, skills, security, roles, and confidence.
AI’s role in shaping the engineering workforce of the future.
Key takeaways
70%
Of teams have adopted AI developer tools widely or completely.
26%
Report major productivity gains.
(only 31% measure them)
58%
Say token usage metrics are ineffective.
62%
Expect fewer junior engineers to be hired.
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Read the full report to help identify where you are in your AI adoption journey.
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