Platform Engineering Tools
Toil Automation Priority Calculator
Enter monthly ticket volume, resolution time, and automation investment to compute toil cost, automation ROI, and payback period.
No data is transmitted — everything runs locallyTool
Example — 85 tickets/mo · 1.5h avg · 60% automatable · 20d investment
Monthly toil
128 hrs
85 tickets × 1.5h each
Automatable toil
77 hrs/mo
60% of total
Investment
20 days
160 engineering hours
Payback period
2.1 months
About this tool
Toil Automation Priority Calculator
The Toil Automation Priority Calculator computes platform team toil cost, automation savings, ROI, and payback period from ticket volume and resolution time.
• Prioritize which platform toil to automate first for maximum ROI
• Calculate monthly toil cost for a platform team efficiency report
• Compute automation payback period before proposing an automation sprint
• Identify the automation investment that reduces 60% of ticket volume
Affiliate disclosure
Uptime, incident, and on-call management. Better Stack provides status pages, incident management, and on-call scheduling for engineering teams.
View toil reduction with Better Stack
External site · Independent provider · We may receive a commission · Not a recommendation
FAQ
What does this tool tell you?
The Toil Automation Priority Calculator computes platform team toil cost, automation savings, ROI, and payback period from ticket volume and resolution time.
What affects the result most?
Platform toil: repetitive requests handled by platform team that could be automated. Priority score = frequency × engineer_hours × automatable? × impact. Highest ROI automation: access provisioning, environment creation, certificate rotation, secret rotation.
How should I use the result?
The calculation is deterministic — the same inputs always produce the same output — so the most useful workflow is to vary one input at a time and see which factor moves the result most. That tells you where to focus your attention before committing to a decision.