A 90-day AI pilot: from WhatsApp quote chaos to a lead time you can explain

📅 2026-09-23 · English summary · Full white paper in Traditional Chinese

Any ROI ranges in the full paper are illustrative, not a guarantee or an audited client result. Funding approval is not guaranteed.

This page is a short English teaser. The approved white paper is published in Traditional Chinese.

Path: Discover → Pilot a Message Pool-style quote workflow → Measure → Decide whether to expand. It is not a factory-wide model rollout.
Built for trading and light-manufacturing teams of roughly tens to two hundred people.
Includes a governance checklist. Soft next step only: talk through scope before any larger build.