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AI in Engineering: Adoption, SDLC, and Delivery Survey

Hello,


How is AI actually changing engineering work?

Vendors talk constantly about AI adoption, but engineering leaders rarely get to see unfiltered reality from peers. This survey captures real engineering workflows without sponsor bias or product pitches. If you're like me you've gown tired of the hype and pitches.


It takes less than 10 minutes to finish. Every submission is anonymous unless you request a copy of the benchmark summary at the end or you can connect with me on LinkedIn. This survey is not affiliated with any company or organization. It's only to provide unbiased view what is actually taking with peer insights. Yes I did use AI to create it. Thanks, Robert Lawrence

1. What is your role?

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