Report · 2026-03-18 · 78d

How AI Can Restore Concierge-Level Customer Service at Scale

The internet enabled commerce to scale infinitely but degraded individual customer experience, relegating most consumers to impersonal phone trees and ticket queues while only the wealthy receive concierge-level service. AI presents an opportunity to democratize high-touch, personalized customer service by making attention scalable and cheap, potentially unlocking massive latent demand for premium service experiences across scale businesses.

3 metrics· Cited 0× in the knowledge base ·Open source ↗

Metrics in this report

Customer Service Avoidance Rate

25%

approximately

Americans preferring to avoid customer service

Daily Time Wasted on Customer Service

366human lifetimes

at least

aggregate time wasted daily

Luxury Business Annual ARPU

5-6figures

range

Hermès customer spending