What you know goes in.

Fashion AI is being trained right now. Tell us what it's getting wrong. We reply within a few days.

A paragraph, a sentence, or skip. Whichever feels right. We'd rather know what you believe than read a polished answer.

If you'd rather show than tell, paste a Loom or Google Drive link.

Questions

Before you send.

The founding team reads every application. If your answer fits the program, a short call follows. Onboarding from there. No HR pipeline, no automated triage.

Within a few days, usually. If your answer surfaces something we are actively working on, sooner. We reply from partners@apshan.com.

No. The answer to the question is what we are reading. The voice or video URL is optional and only there for people who would rather show than tell.

Yes. Reply to our response with the update. The form is the start of a conversation, not a sealed envelope.

No. EU residency applies to where the data lives, not where you live. Contributors anywhere are welcome. EU-based data infrastructure is Apshan's posture, not a contributor requirement.

Short is fine if it's sharp. We are reading for taste and judgment, not word count. A precise paragraph beats a vague essay.