Live project

GM3 PreFlight Kit

A practical preflight system that makes ownership, boundaries, failure checks and approval authority visible before AI-assisted work goes live.

Visit GM3
GM3 PreFlight Kit project image

The problem

AI tools can act quickly while ownership, boundaries, failure checks, and approval authority remain informal.

What I built

Designed a buyer-facing product with guided self-checks, assurance summaries, audit intake, checkout, legal pages, attribution tracking, and clear limits.

What you can see now

  • Live product site and public offer
  • Working self-check and audit pathways
  • Checkout, policy, attribution, and assurance surfaces
© 2026 Tristan ChenSingapore · Build · Evaluate · Direct