Work

Work

Impact

Impact

Thought Currents

Thought Currents

About

About

Resume ↗

Resume ↗

Contact me

Contact me

Contact me

← Enterprise AI Agents

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Full conversation

Full annotated refund conversation between a customer and the Kustomer AI agent, with a note beside each agent turn explaining the procedure step, tool, or guardrail behind it, and the AI summary note the human agent receives.