Experiments before
the conclusions.

We publish the question, method, progress, and finding—not just a polished success story.

A reliable triage layer for a shared inbox

Testing whether assisted classification can shorten response time without hiding unusual customer requests.

A prompt structure that requires source retrieval before a draft and separates facts from recommendations.

Exploring whether buyer questions can outperform internal service labels in an early-stage journey.