AI Support Bot ROI Calculator
Calculate how much an AI support bot saves by deflecting tickets, reducing agent headcount, and compare labor savings against AI infrastructure cost.
Inputs
Full-time equivalents handling support today.
Fully-loaded cost: salary + benefits + tools. US median ~$4,800/mo.
Total inbound tickets, chats, and emails per month.
Fraction of tickets AI handles fully without human escalation. Industry average: 65%.
LLM + infrastructure cost per AI-resolved ticket. Typically $0.20–$2.00 depending on model.
One-time cost to build or configure the AI support system.
Cost breakdown
| Item | Monthly | Yearly |
|---|---|---|
| Current labor cost | $24,000.00 | $288,000.00 |
| New labor cost | $9,600.00 | $115,200.00 |
| AI infrastructure | $1,040.00 | $12,480.00 |
| Net savings | $13,360.00 | $160,320.00 |
Comparison
| Option | Monthly | Yearly |
|---|---|---|
| Before AI (current)current | $24,000.00 | $288,000.00 |
| After AI botcheapest | $10,640.00 | $127,680.00 |
| AI infrastructure only | $1,040.00 | $12,480.00 |
Data updated 2026-06-30 · Gartner Customer Service Report 2024 www.gartner.com/en/customer-service-support · Intercom AI Benchmark www.intercom.com/blog/ai-customer-service-stats/
Industry Benchmark
Data updated 2026-06-30 · Gartner Customer Service Report 2024 www.gartner.com/en/customer-service-support · Intercom AI Benchmark www.intercom.com/blog/ai-customer-service-stats/
Trends & comparison
Trend
Comparison (monthly vs. yearly)
How AI support bot ROI is calculated
The calculator models two scenarios: current headcount vs. AI-augmented. It estimates reduced agent count based on your deflection rate, computes new labor cost, adds AI infrastructure cost, and derives net monthly savings. Payback period is implementation cost ÷ net monthly savings.
Maximizing deflection rate
Deflection rate is the single biggest lever. Moving from 50% to 70% deflection roughly doubles your savings. Key factors: quality of your knowledge base, specificity of your product domain, and how well the AI is trained on your actual support history.
Frequently asked questions
How much can an AI support bot save per month?▾
A team of 5 support agents with a 65% AI deflection rate typically saves $8,000–$15,000/month in labor costs, minus $500–$2,000 in AI infrastructure — netting $6,000–$13,000/month in savings.
What is a realistic AI deflection rate?▾
Industry benchmarks show 50–80% deflection for well-trained AI support bots. The average is ~65%. Deflection rates above 80% are achievable for narrow-domain products with good documentation.
How long is the payback period for an AI support bot?▾
Most implementations pay back within 2–6 months. The calculator shows your specific payback period based on monthly savings vs. implementation cost.
What is the AI cost per resolved ticket?▾
Typically $0.20–$2.00 per resolved ticket, depending on the LLM used and average conversation length. A conversation with 5 back-and-forth messages on GPT-5 Mini costs roughly $0.40.