Eligible ticket volume
monthly tickets × AI-eligible shareOnly the share suitable for dependable AI assistance receives the reduced review time.
Free local calculator
Estimate savings and additional ticket capacity from AI-assisted support. Adjust the example assumptions and see the result immediately.
Example assumptions—not industry benchmarks.
Use a typical month, including all channels in this queue.
Include reading, research, writing, and record updates.
Keep the time a person needs to verify and finish each assisted ticket.
Include salary, benefits, payroll taxes, and overhead.
Include support AI, knowledge search, and automation software.
Include setup, integration, training, and workflow redesign.
Optional feedback helps us improve the scenarios and inputs we build next.
Your inputs are calculated locally and are not stored.
Use your own workflow data. These formulas are intentionally simple, visible, and designed for a first business-case estimate.
monthly tickets × AI-eligible shareOnly the share suitable for dependable AI assistance receives the reduced review time.
eligible tickets × (current minutes − review minutes) ÷ 60 × 12Ineligible tickets keep their full current handling time.
saved hours × loaded hourly cost − annual software cost − implementation costThe result includes both recurring software and one-time setup.
Use the calculator assumptions to evaluate product categories. These are informational categories, not vendor rankings or paid placements.
Sort incoming work and direct it to the right queue.
Prepare responses for a person to review and send.
Surface approved answers while an agent works.
Review conversations for consistency and coaching signals.
Count repeatable ticket workflows where AI can reliably classify, retrieve approved knowledge, or draft a response. Keep sensitive, novel, or high-risk cases outside the eligible share.
AI-assisted support still needs people to check context, policy, tone, and accuracy. Keeping review time in the model avoids treating assistance as fully autonomous resolution.
No. Capacity shows how many more tickets the same available labor hours could handle. Teams may instead use recovered time for quality, knowledge maintenance, coaching, or harder cases.
Include recurring software plus one-time setup, integration, training, knowledge preparation, governance, and workflow redesign costs that are relevant to the first year.
This calculator provides an illustrative estimate, not financial, legal, employment, or purchasing advice. Validate assumptions, implementation risk, output quality, consent, and workflow requirements before making an investment decision.