The 80/20 automation playbook for operations teams

Not all automation is created value. We've seen companies automate processes that barely existed, or build elaborate workflows that break the moment something changes. Here's the 80/20 approach that actually saves hours.

Find the repetitive, high-volume work

The best automation candidates are frequent, rule-based and boring. Track where your team spends time for two weeks — the patterns jump out fast.

Map the flow end to end first

Before touching a tool, sketch the entire journey from trigger to outcome. Most broken automations fail because someone automated the middle and forgot the edges.

Lead arrives → enrich data → score → route to CRM
  → notify rep → schedule follow-up → log outcome

Build for change, not perfection

• Use modular steps so one change doesn't break the chain
• Add error handling and alerts for every failure
• Log every run for debugging and audit
• Keep humans in the loop for genuinely ambiguous steps

“The automations that survive are the ones built to bend, not the ones built to be perfect.”

— Priya Nair, Automation Lead

Measure the hours saved

Tie every automation to a metric — hours saved, errors reduced, speed gained. That's how you justify expanding the program and avoid automating for automation's sake.