How vibe onboarding works

Onboarding is three steps: upload a CSV, describe your studio, and we build your dashboard — usually in under two minutes.

We infer how each of your columns maps to our internal model, and show you the confidence for each. If something's unclear, we ask one short question.

Your data never leaves your tenant; nothing is shared across studios.