Three days and still no clean quote: a 90-day AI Pilot to shorten quote cycle time

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

• A buyer asks on Monday; by Wednesday there is still no reply that names the version, the commercial terms, and what is still open. The deal often slips off the shortlist.
• Cycle time breaks because messages are scattered, the factory still has to confirm, and versions drift — not because the desk is lazy.
• Baseline three observables for about 90 days on one product line: time to first substantive reply, open-quote aging, and follow-up rounds. No invented savings percentages.
• Message Pool is the entry so quotes are findable, comparable, and followable. It is not a Day-1 ERP replacement. SOPA comes later, still one Pilot at a time. Funding approval is not guaranteed.

Read the full Traditional Chinese article

Related: Message Pool · SOPA · Pick the first Pilot · Funding FAQ