Business & money

AI Customer Support Savings

This models AI assisting your agents — suggested replies, summaries, auto-tagging — rather than replacing them. That is where most teams actually land.

Tickets per monthAverage handling time — 11 minutesFully loaded agent cost (USD/hour)Salary, benefits, tooling and supervision.Handling time cut with AI assist — 25%Measured gains cluster between 15% and 35% on text channels.Fewer repeat contacts — 10%Better first answers mean fewer follow-ups on the same issue.AI tooling cost (USD/month)

Annual saving

$55,350

Cost per ticket now: $6
Cost per ticket after: $4
Support cost now: $16,500/mo
Support cost after: $11,888/mo
Net monthly saving: $4,613

Agent hours freed

179 hours / month

Strong case. Reinvest the freed hours in backlog and proactive outreach rather than cutting heads.

Assist beats deflection for most teams

Deflection projects promise that the bot answers instead of the human. Assist projects keep the human and make each contact shorter. Assist is easier to ship, less risky for brand tone, and the savings are far more predictable — which is why this calculator models it separately from a full self-service bot.

Handling-time reductions come mostly from drafting the first reply and summarising the conversation history. Phone queues see less benefit than email and chat, so lower the percentage if voice dominates your volume.

Savings shown are gross capacity value. They become budget only if you slow hiring or absorb growth without adding staff. Directional model, not financial advice.