4 must-ask questions before you delegate to your AI agent

Customer-service automation should be selected based on the consequences of errors rather than ticket volume or task complexity, as consumers are generally comfortable delegating low-stakes tasks such as scheduling, returns, and seat selection but remain cautious about medical issues, payments, and loan applications. The recommended evaluation considers whether mistakes are easily reversible, whether a task involves money, health, or identity, whether customers need empathy rather than a purely transactional response, and whether the AI can access sufficient context to avoid repetitive questioning. Tasks that do not meet these criteria can still use hybrid workflows in which AI gathers information, verifies customers, retrieves history, and prepares recommendations before transferring decisions to human agents. Twilio promotes its Conversation Orchestrator and Flex tools as ways to manage such transitions while preserving conversation history, aiming to combine AI efficiency with human judgment for higher-stakes or emotionally sensitive interactions.

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