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How much would a custom AI chatbot save you?

Plug in your current ticket volume, support cost and response time. See a conservative estimate of annual savings, tickets auto-resolved, and response-time improvement. Takes 30 seconds.

Your numbers

Plug in your support reality

2,000
£12

Agent time + overhead per resolved ticket

4.0 hr

From customer message to first human reply

What a custom AI chatbot could deliver

Conservative estimate, based on industry research

Annual savings

£169,920

£14,160 / month

Auto-resolved / mo

1,200

New response time

24 min

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Assumptions (conservative)

  • 60% of tickets auto-resolved by the AI - industry research reports 60–80% (Juniper Research, Gartner). We default to the low end.
  • £0.20 average inference cost per auto-resolved ticket (typical 2025–26 LLM pricing + tooling overhead).
  • 90% reduction in first-response time on auto-resolved tickets (IBM, 2023).
  • Savings = human handling cost minus inference cost on auto-resolved tickets. Implementation, maintenance, and escalated-ticket costs are excluded from this estimate and discussed in a real scoping conversation.

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The AI stack we build on

OpenAILangChainAWSn8nHugging Face

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