

From Cool Demo to Business Line Item: Measuring What Your AI Agents Actually Do | Unicorn Embassy Yerevan
AI Talk | Startup Pitching | Networking
From Cool Demo to Business Line Item: Measuring What Your AI Agents Actually Do
Every team has an AI agent that wowed the room in a demo - and then quietly stalled when someone asked "so what's it actually doing for us?" This talk breaks down why most AI agents never make it from experiment to line item on a P&L, and what it actually takes to measure them the way you'd measure any other business function: cost per outcome, not tokens per call. You'll leave with a framework for turning "it works" into "here's what it's worth."
Agenda:
17:00 - 17:30 gathering, getting to know each other
17:30 - 18:30 talk with Albert: measuring what your AI agents actually do
18:30 - 18:45 Q&A
18:45 - 20:00 open mic - founder pitches
20:00+ dinner
Speaker: Albert Poghosyan - founder and CEO of Agentell.ai, building the accountability layer for AI agents running in production. A 14-year startup veteran, he previously scaled a VR company from $0 to $3M ARR in 14 months, backed by Techstars, NVIDIA Inception, and HTC.
Moderator: Yan Nerovny - founder of unicornembassy.com, Technical Product Lead, CPO, ex-Tinkoff & EPAM
How to join open mic pitches: Startup pitching - 10 minutes to pitch for anyone building a startup who wants to show it and get feedback from the audience. Book your slot in advance on Telegram: @nerovny
Telegram community chat: Unicorn Embassy Yerevan
Language · English (its possible to pitch in Russian also)
❗️Limited seats