---
title: "4 must-ask questions before you delegate to your AI agent"
description: "Automation roadmaps that prioritize ticket volume and low complexity can improve containment while lowering customer satisfaction when customers did not want a task automated. The post proposes four screening questions: how reversible a mistake is, whether the task touches money, health, or identity, whether the customer needs a transaction or to be heard, and whether the AI can access the necessary context. It cites a Twilio survey of 7,652 consumers, including 80% comfortable with appointment or reservation scheduling and 60% unwilling to have AI handle a medical inquiry. Tasks that fail the test can be split between AI and people: AI gathers information, verifies identity, retrieves history, and drafts a recommendation before a human decides, with Twilio Conversation Orchestrator handing conversation history and profile to Twilio Flex. The recommendation is to start with tasks where errors are relatively cheap and the data is available."
---

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

[Twilio](https://yomu.fyi/company/twilio) · Jesse Sumrak · Sep 3, 2026

**Type:** Problem & solution

## Summary

Automation roadmaps that prioritize ticket volume and low complexity can improve containment while lowering customer satisfaction when customers did not want a task automated. The post proposes four screening questions: how reversible a mistake is, whether the task touches money, health, or identity, whether the customer needs a transaction or to be heard, and whether the AI can access the necessary context. It cites a Twilio survey of 7,652 consumers, including 80% comfortable with appointment or reservation scheduling and 60% unwilling to have AI handle a medical inquiry. Tasks that fail the test can be split between AI and people: AI gathers information, verifies identity, retrieves history, and drafts a recommendation before a human decides, with Twilio Conversation Orchestrator handing conversation history and profile to Twilio Flex. The recommendation is to start with tasks where errors are relatively cheap and the data is available.

## Context

Teams often prioritize automation by ticket volume and task complexity, which can produce high containment while reducing customer satisfaction when customers do not want certain tasks delegated to AI. The post frames reversibility, sensitive domains, emotional needs, and data access as the relevant decision criteria.

## Approach / What changed

Evaluate each candidate task using four questions, then automate only the safer portions when necessary. AI can gather information, verify customers, retrieve account history, and draft recommendations before routing the case to a person. Twilio Conversation Orchestrator can hand the conversation to Twilio Flex at a defined point while carrying conversation history and profile information.

## Takeaways

- Twilio surveyed 7,652 consumers: 80% were comfortable delegating appointment or reservation scheduling, while 60% were unwilling to have AI handle a medical inquiry.
- Candidate tasks should be ranked by the cost and reversibility of errors rather than ticket volume alone, with extra caution for money, health, and identity.
- A hybrid workflow lets AI handle information gathering and preparation while a human makes the consequential decision, without requiring the customer to start over.

**Tags:** [AI Agents](https://yomu.fyi/topic/ai-agents), [Automation](https://yomu.fyi/topic/automation), [Customer Experience](https://yomu.fyi/topic/customer-experience)

- Source: [Twilio](https://www.twilio.com/en-us/blog/insights/questions-before-delegating-to-ai-agent)
- Source URL: https://www.twilio.com/en-us/blog/insights/questions-before-delegating-to-ai-agent
- Ingested by Yomu: 2026-09-09T13:36:25.406Z

[Read original post](https://www.twilio.com/en-us/blog/insights/questions-before-delegating-to-ai-agent)