Operations

AI vs Human Support Cost

Front-line AI agent or human-only support? See monthly savings, per-ticket cost, and whether AI is cheaper per ticket.

Result

Monthly savings

$15,654

Cost per ticket, human-only

Cost per ticket, AI-first

$3.09

Savings

55.9%

Tickets resolved by AI

2,600

Monthly support cost

Human-only spend vs AI-first spend, with the resulting savings.

Human-only monthly cost

$28,000

AI-first monthly cost

$12,346

Monthly savings

$15,654

General business information, not legal, tax or financial advice. The result comes only from your inputs and the published method. How we check our numbers.

How to use it

Enter your monthly ticket volume, the average human handling minutes per ticket, your human hourly cost, the AI resolution rate, the tokens per AI-resolved ticket, your model's input and output prices per million tokens, the escalation overhead minutes added when AI hands a ticket to a human, and any per-resolution fee your AI helpdesk platform charges. The escalation overhead is the input that keeps the comparison honest, because AI that resolves 65% of tickets still routes the other 35% to a person, plus the handoff cost on top.
Read the monthly savings, the cost per ticket under human-only and AI-first support, the savings percentage, and the number of tickets the AI resolves; the chart compares human-only and AI-first monthly spend. The AI-first cost correctly blends cheap AI resolutions with more expensive escalations, so it reflects a realistic deployment rather than a fantasy where AI handles everything.
Use the savings percentage to judge whether AI-first support is actually cheaper at your resolution rate, not in the abstract. At a high resolution rate with cheap per-ticket token costs the savings can be substantial, but a low resolution rate combined with heavy escalation overhead can make AI-first cost more than humans alone once the handoff penalty is counted.
Find the lever that matters most by testing inputs one at a time. Raising the AI resolution rate (better routing, more training data) usually moves savings more than shaving tokens per ticket, because every point of resolution rate shifts a ticket from the expensive escalation path to the cheap AI path. Run a pessimistic case with a lower resolution rate and longer escalation overhead before committing to a rollout.
Re-run as your resolution rate improves with tuning and as model prices fall, since both shift the economics in AI's favour over time. Pair this with the agent cost per validated customer tool to see how support automation flows through to your overall per-customer cost, and revisit when ticket volume grows enough to change the human staffing assumption.

The same numbers as a table

Reference AI support savings by ticket volume and deflection rate
Precomputed by this calculator across common inputs, to cite or download as CSV.

Run the numbers Agent Cost Per Validated Customer
AI and infra spend per activated retained user, with gross margin at any subscription price.
Run the numbers Runway With AI Cost Shock
Stress-test runway against an LLM vendor price hike with break-even revenue trajectory.
Run the numbers Free Trial to Paid Target
Reverse-solve trial→paid conversion rate from revenue target, signups, and ARPU.
Run the numbers AI Feature Attribution
ARR attributable to AI features, net of infra cost, with cohort gross margin and retention lift.

8 min read AI Support Break-Even: Deflection Rate vs Ticket Volume
AI support break-even by deflection rate: engine-computed $8,695.50/mo saved at 70% vs $2,395.50 at 40%, and why token cost is not the variable.
11 min read AI Support Tool Pricing 2026: 7 Vendors Ranked by Cost Model
AI support tool pricing 2026: eesel (from $299/mo for 500 tickets), Gorgias ($0.90/resolution), Intercom Fin ($0.99); Decagon, Sierra, Ada are quote-only.
11 min read Best AI Customer Support Tools for Solopreneurs 2026
Best AI customer support tools for solopreneurs 2026: Intercom Fin $0.99/resolution, Chatbase from $32/mo, Sierra and Decagon sales-only enterprise.

All articles

More in AI product economics

Understand the costs, margins, and pricing of building AI-powered products.

The AI product economics guide

Use it from code

The same calculation as a JavaScript module you can import. It runs where you import it, with no request, key or rate limit.

import { compute } from "https://aibizhub.io/engines/ai-vs-human-support-cost.js";

Input and output contract, TypeScript types and the guide for agents.

Your numbers