WorkplaceAI Gizmos & Gadgets

The True Cost of Manual Support Ticket Handling

Every ticket a human reads, categorizes, and drafts a reply to costs more than it looks like on a staffing spreadsheet. Enter your numbers and see the real annual figure. Every calculation is shown below, so you can check the math.

Your numbers

Tickets per month — total volume across your team

Minutes to handle each one — read, look up context, draft reply

Fully-loaded hourly labor cost — wage plus overhead

Escalation rate — % needing a second, more senior look

Extra minutes per escalation — senior agent's added time

Your annual cost of manual support

—

Base handling (time per ticket)$0

Escalation handling$0

Tickets per year0

Staff hours per year0

Model automation

Independent research puts AI-handled support conversations at roughly $0.50–$0.70 each, versus $6–$8 for a human agent. This defaults to the conservative end and assumes only routine, low-risk tickets auto-resolve — everything else still reaches a human.

Share of tickets eligible for auto-resolution — routine, low-risk categories only

Cost per auto-resolved ticket — AI + routing cost

Modeled annual saving

—

What it returns against the price

Based on your inputs and the automation share you modeled above. Savings only — this automation lowers cost and time, it does not generate revenue, so nothing here claims it does.

Automation price ($, one-time):

Pays for itself in

—

Price ÷ your modeled saving

First-year net

—

Modeled saving − price

First-year return

—

Modeled saving ÷ price

Show the math

Base handling = — Escalations = — Total = — Est. auto-resolution cost = —

Why the auto-resolution cost is here: A well-built agent does not resolve every ticket, and it is not free to run. The default models 55% of volume as eligible for auto-resolution, the rest still reaches a human, exactly as it does today. The saving shown is net of what running the automation actually costs.

Seeing a number worth fixing? The WorkplaceAI Support Resolution Agent drafts and, for routine low-risk tickets only, auto-sends the reply — a deterministic policy check, not the AI, decides what goes out. Everything else escalates with a drafted response attached for a human to review.

Get the Support Resolution Agent on Gumroad →

This calculator is an estimate, not a quote. It uses only the numbers you enter and the automation share you set. Actual results depend on your ticket mix, categories, and how you configure any automation. WorkplaceAI shows the full formula above so you can check every step yourself.