Skip to main content
AI is a powerful tool, but it has limitations. Understanding these limitations helps you set appropriate expectations, configure better safeguards, and maintain human oversight where needed.
Conversation AI dashboard with analytics and agent performance data

What AI can do well

  • Answer common customer questions using your knowledge base
  • Qualify leads based on conversation data
  • Book appointments by checking calendar availability
  • Route conversations to the right team member
  • Generate content drafts for emails, social posts, and web pages
  • Handle high volumes of simultaneous conversations

What AI cannot do

  • Make complex judgment calls that require human empathy or nuanced understanding
  • Guarantee 100% accuracy in every response
  • Access real-time external data beyond what is in your knowledge base and system prompt
  • Handle sensitive situations (legal advice, medical diagnoses, crisis intervention) without human oversight
  • Learn from individual conversations automatically (training requires manual updates)

When to involve humans

Configure your AI agents to escalate to a human team member when:
  • The customer explicitly asks to speak with a person
  • The conversation involves a complaint or sensitive issue
  • The AI is not confident in its response
  • A transaction or decision requires human authorization
  • The topic is outside the agent configured scope

Transparency guidelines

  • Always disclose to customers that they are interacting with an AI
  • Set realistic expectations about what the AI can help with
  • Provide an easy path to reach a human when needed
  • Be honest about AI-generated content (do not present it as human-written)

Next steps

Guardrails

Set behavioral boundaries for your AI

AI safety overview

Our principles for responsible AI
Last modified on March 5, 2026