Statistics Sources
Sources referenced for statistics throughout the Automated Hearts website.
- 55% of knowledge workers say information is hard to track down. — Source: Atlassian, State of Teams 2024
- 50% have discovered another team was already working on the same project. — Source: Atlassian, State of Teams 2024
- 4.9× more likely to be effective when teams make knowledge self-service. — Source: Atlassian, State of Teams 2024
- 58% of the workday was spent on “work about work” in Asana’s U.S. survey. — Source: Asana, Anatomy of Work 2022
- 2 min average time between meetings, emails, or chat interruptions during core work hours. — Source: Microsoft Work Trend Index 2025
- 25B work hours are lost to ineffective collaboration each year across the Fortune 500. — Source: Atlassian, State of Teams 2024
- 41% of desk-worker time is spent on low-value, repetitive, or non-core work. — Source: Slack Workforce Lab
- 3.6 hrs per week saved on average by workers using automation tools. — Source: Slack, State of Work
- 62% of automation users report getting more done with fewer resources. — Source: Slack, State of Work
- 80% of business leaders say data is critical to decision-making. — Source: Salesforce / YouGov 2023
- 41% say data is too complex or not accessible enough to understand. — Source: Salesforce / YouGov 2023
- $5M+ annual losses from poor data quality are estimated by more than 1 in 4 organizations. — Source: IBM / Forrester 2025
- 75% of global knowledge workers reported using AI at work. — Source: Microsoft + LinkedIn 2024
- 90% of AI users said AI helps them save time. — Source: Microsoft + LinkedIn 2024
- 79% of leaders said AI adoption is critical to staying competitive. — Source: Microsoft + LinkedIn 2024
- 73% of leaders say data reduces uncertainty and improves decision accuracy. — Source: Salesforce / YouGov 2023
- 33% of leaders say they lack the ability to generate insights from data. — Source: Salesforce / YouGov 2023
- 67% were not using data to adjust pricing to changing economic conditions. — Source: Salesforce / YouGov 2023
- ≈20% of a knowledge worker’s day can be spent searching for and gathering information. — Source: McKinsey
- 58% of the workday was spent on “work about work” in Asana’s 2022 U.S. survey. — Source: Asana, Anatomy of Work 2022
- 30% of activities in about 60% of occupations could be automated with demonstrated technologies. — Source: McKinsey Global Institute