AI in Production Survey

[ACADEMIC] Would really appreciate the perspective of anyone who's tried (and struggled) to ship AI to production. This is for a research project for my AI Product Strategy course.

If you are a student, researcher or work in ML, MLOps, data science, or lead AI initiatives at your company, this 4-minute survey would genuinely help:

👉 https://ai-deployment-survey.vercel.app

Incentive: Your individual responses are kept strictly confidential — only anonymized, aggregate findings will be published for those who take the survey.