Measuring ROI on AI Customer Support Deployments
By Techomaxx Team · November 9, 2026 · Artificial Intelligence
Ticket deflection rate is the headline metric, but it only tells part of the story if customer satisfaction drops because the AI is answering questions poorly.
We track deflection rate alongside resolution accuracy, escalation rate to human agents, and customer satisfaction scores specifically on AI-handled conversations, since these together show whether the deflection is actually helping.
Most clients see the clearest ROI within the first few months, once the AI has been tuned against real conversation logs rather than just initial test cases.
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