This document outlines Atlassian's journey with the analytics platform Amplitude over several years: - Atlassian began in 2012 with 400+ staff but no product analysts or focus on data; initial attempts to use data lacked traction - Mobile teams adopted Amplitude in 2014 but relied heavily on limited data teams - In 2016, Amplitude was adopted company-wide to standardize on a unified platform - Success factors included applying governance, helping users discover data faster, and growing Amplitude efficiently in the company through evangelism and iterative improvements.