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Zendesk now writes two free tiers into its own rate card because containment is not resolution. Five conversational-AI patterns that cut support cost in 2026, and the deflection trap that erases the saving.
Manu Shukla 
Intercom bills Fin at $0.99 per outcome and Salesforce bills Agentforce at $2.00 per conversation. No research house publishes a checkable human cost per ticket. Here is what survives a source check.
Manu Shukla 
Zendesk removes AI agents Essential and legacy bot builder on 10 December 2026, development ends 31 August. Rebuilds are manual, agents are now single-channel, and billing moved to resolution tiers in May.
Manu Shukla 
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.
Manu Shukla 