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AI resolves a support ticket for about $0.62 versus $7.40 for a human, deflects 41.2% of tier-1 contacts at the median, and returns first-year ROI near 340%. The refreshed 2026 AI customer service cost benchmarks.
Gartner expects conversational AI to cut $80 billion in agent costs in 2026. Five conversational-agent patterns that cut support costs, the per-resolution economics, and where cost-only automation breaks.
AI can cut support costs, but most deployments don't, because deflection is not resolution. Five conversational-AI patterns that actually cut support costs in 2026, and the failures they avoid.
