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Your AI Engineering Workflow

Welcome!

Thank you for taking the time to share your input on your AI engineering workflow. Your feedback is invaluable as we explore how Axiom might help AI teams more seamlessly integrate production data with their AI workflows.

Why we’re conducting this survey

We’re in the early stages of exploring whether we could make it easier for AI practitioners to iterate quickly and effectively—without getting bogged down by data logistics. Our team has deep experience in scalable data infrastructure, but we want to ensure we’re tackling the most pressing pain points in AI development.

What to expect

• 5–7 minutes to complete the survey • Most questions can be answered with a simple click on a rating scale

• Your insights will directly influence our future focus areas

• No right or wrong answers—we’re interested in your honest experiences

• All responses will be reviewed by our product, engineering, and leadership team

Your individual responses will be kept confidential. While we ask for your name and email (optionally), this is only to follow up if you're open to connecting to talk in more detial.