---
id: "lib-2026-10-29-we-gave-employees-ai-what-happened-next-sergey"
type: "library"
title: "We gave employees AI. What happened next? (Sergey Panchenko, Unified TsUPIS)"
title_original: "Мы дали сотрудникам AI. Что было дальше? Сергей Панченко"
lang: "RU"
org: "Unified TsUPIS (ScrumTrek)"
source_type: "Talk"
date: "2026-10-29"
week: "2026-W44"
url: "https://nosov.ai/library/lib-2026-10-29-we-gave-employees-ai-what-happened-next-sergey/"
original_url: "https://www.youtube.com/watch?v=e6v5YFYAM9c"
tags: ["enablement", "business transformation", "internal ai stack", "vibe coding risk", "ambassadors"]
---

# We gave employees AI. What happened next? (Sergey Panchenko, Unified TsUPIS)

Original title: Мы дали сотрудникам AI. Что было дальше? Сергей Панченко

## English summary

Regulated betting-payments clearing centre (RU): chatbot in about 6 months vs about 1-year norm; paid ambassador programme did not engage people; business users began moving business-critical functions to self-built agents; skills as review aid. Speaker: Sergey Panchenko (Unified TsUPIS, head of AI); yt-dlp auto captions. English summary with timestamps on top.

Original: https://www.youtube.com/watch?v=e6v5YFYAM9c