Guests get answered in four languages, out of the house rules.
- Hotel
- Next.js · Convex · retrieval over an approved knowledge base
- Public route re-verified 4 Sep 2026
MY OWN 50-ROOM PROPERTY — FOUNDER-OWNED, NOT A CLIENT ENGAGEMENT
- Situation
- Guests ask the same handful of questions in Korean, English, Japanese and Chinese. Parking, late check-in, luggage, often at hours when nobody is at the desk. Before this they got whatever the person on shift remembered.
- What I built
- A guest chat page for the hotel that answers only from an approved Korean knowledge base and shows which record the answer came from. When the answer is not in the base it raises a request for a human instead of guessing. Behind it sits knowledge-base tooling for the people who own the answers.
- What it does now
- The public guest chat page is deployed and reachable. I re-checked it on 4 September 2026 before writing this card. The newer knowledge-base and conversation-review tooling is built and tested locally and is not deployed yet. There is no current production answer-quality measurement, so no accuracy figure appears here.
artifact: The public chat URL below. Re-checked 2026-09-04: it served the hotel chat page with its Korean question field.