AI & AutomationJanuary 5, 2025
1 min read

Scaling Workflow Automation: Lessons from 10,000 Teams

What we learned helping teams of all sizes automate their operations.

MR
Marcus Reid
Head of Design
Scaling Workflow Automation: Lessons from 10,000 Teams
#Scaling#Workflows

After three years and ten thousand teams, we've seen patterns emerge.

What works#

  • Start with the most repetitive tasks
  • Measure time saved per workflow
  • Iterate based on team feedback

What doesn't work#

  • Trying to automate everything at once
  • Ignoring edge cases
  • Skipping the human-in-the-loop phase
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Written by
MR
Marcus Reid
Head of Design

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