50

Ranked accounts

25

Personas with opening lines

Account	Signal	Persona
Acme Co	AI Observability · 12 days	VP Engineering — Maria S.
Beta Industries	LLM Operations · 9 days	Director Platform — Devon K.
Gamma Cloud	AI Observability · 21 days	VP Engineering — Priya M.

Opening line

"Maria — your team's been actively researching AI observability for the last 12 days. As the VP Engineering with the new platform mandate, you're probably the person evaluating LLMOps tools — happy to share what we've seen work for similar-sized eng orgs."