In this episode, I'm sharing 4 field-tested tools I use to establish baseline AI usage in any organization: usage stats, user surveys, one-on-one chats, and diary studies. They are a powerful combination that lets you gather and analyze data to identify training needs, understand blockers, and optimize AI tool adoption across different departments.

Want to work together? If you're interested in chatting about a project, please reach me at: team [at] sandra.kublik.com

📌 Free resources: AI Workflow Discovery Template: https://sandrakublik.kit.com/bf4f1634a0

👋 Say hi:

X: https://x.com/itsSandraKublik

LinkedIn: https://www.linkedin.com/in/itssandrakublik/

Chapters:

00:00 What gets measured gets managed

00:35 Establishing your baseline AI usage

01:04 Looking at your usage stats

03:13 User surveys: beyond analytics

04:59 Going deeper with 1-on-1 user chats

08:03 Diary studies: a day in the life

10:28 Additional resources

♬ Music by: Acid Jazz by Kevin MacLeod is licensed under a Creative Commons Attribution 4.0 license. https://creativecommons.org/licenses/by/4.0/

How to Know if AI Is *Really* Helping Your Team, One Data Point At a Time

How to Know if AI Is Really Helping Your Team, One Data Point At a Time