Two hard levers: reclaim engineer time and cut LLM token spend by up to 15×. Put in your numbers — see the payback in 60 seconds.
Your team
Engineers using AI
50
Fully-loaded cost / engineer / year
$160,000
Monthly LLM / token spend
$40,000
Estimated annual savings
GitMir ROI · gitmir.com
$1.50M/yr
Engineers freed
6.6
FTE capacity
Payback
0.5 mo
vs GitMir cost
ROI
2407%
first year
Engineer time reclaimed
6.6 FTE × cost
$1,056,000
Token savings (−93%)
$480,000/yr → ÷15
$448,000
Total annual savings
$1,504,000
3-year cumulative
$4,512,000
Assumptions: 50 engineers, $160,000/yr loaded cost, 60% of work affected, 22% time reclaimed, 15× fewer tokens on $40,000/mo spend. Figures are estimates for planning, not a guarantee.
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