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Let's kill the Operator Tax

You're here because something about how you use AI isn't working the way it should. Maybe you're spending more time managing AI than actually doing your work. Maybe you've duct-taped together five tools that don't talk to each other. Maybe the pilot worked beautifully, and then failed after deployment. This form takes 3 minutes. It would really helps me understand what the actual friction looks like in your world. Not in theory, but day-to-day. No pitch. No follow-up unless you want one. Just honest research from people building something new, who want to get it right.

Full Name

Role

Company

Company Size


Which category best describes you?

Which category best describes you?
A
B
C
D
E
F
G

Which AI tools do you currently pay for? (Multi-select)

Untitled multi-select field

Rough monthly AI tooling spend?

Hours per week you spend as the middle layer between your AI tools

(prompting, copy-pasting, cleaning outputs, stitching tools, building agents and workflows)

Have you ever done any of the following?

Have you ever done any of the following?

Would you rather direct AI to own outcomes end-to-end, or continue operating AI as a tool that waits for your prompts?

Open to a 30-minute call?