Asynchronous first value

Send one artifact. Get back a written critique.

A policy, model card or vendor's AI claims—one artifact per organization. I will return a concise written teardown within three business days, without requiring a call first.

What comes back

  • The strongest claim and the evidence it would require
  • The first control or accountability gap a reviewer will test
  • What is missing, overstated or not reconstructible
  • Three next actions in dependency order

Boundary

  • Public, synthetic or client-approved material only
  • No production personal data
  • No legal opinion or certification
  • One free teardown per organization
  • Confidential material only after an NDA and approved transfer route

Reply commitment: acknowledgment within one business day; written critique within three business days after a usable artifact is received. If you would rather start in your own mail client, send it to vikram@vikramjha.work.

Send the artifact

One artifact, one critique

A public policy, model card, vendor page or standard. Optional if you attach a file.

Up to 8MB. The file is forwarded to me by email and is not kept in this site’s storage — only its name and size are recorded. Public, synthetic or approved material only; no production personal data.

Goes to me directly — see data & privacy.