No. 02 · A luxury consumer group · AI systems

An AI customer service agent

Answers customers 24/7 across three brands, retrains nightly on its own conversations, and never invents answers.

Role
System design, training pipeline, guardrails
Scope
Identity, memory, guardrails, training
Status
Live on three brands
Headline
3 brands served, 24/7
The problem

Luxury customers expect a knowledgeable human. Chatbots fabricate, forget, and embarrass the brand. The bar was a concierge that knows the collection, never invents, and gets measurably better every week.

The build

Seventeen modules: a curated knowledge base, an identity layer, scenario-panel scoring that grades the concierge against hard cases, correction capture that turns every mistake into training data, anti-fabrication and curiosity guardrails, and a nightly retraining job.

The proof

It serves three brands around the clock, greets expedition prospects with itinerary fluency, and its blind evaluation scores lifted measurably within weeks of the learning loop closing.

The concierge, live on the flagship brand
The concierge, live on the flagship brand
17
system modules
3
brands
24/7
coverage
Nightly
retraining