Why it matters
Customer-facing AI interacts with buyers and users under brand and regulatory scrutiny. Stricter permissions, citations, testing, and escalation rules apply compared to internal copilots.
How it works
Public-safe knowledge only, full regression suites, monitoring, incident runbooks, and legal review on contracts for high-risk domains.
Example
Nintendo treats the Help Center bot as customer-facing: stricter release gates than the internal sales copilot, including legal sign-off on refund contract changes.
Common mistakes
- 1Promoting internal copilot configs directly to customer widgets
- 2Weaker logging on customer AI to save cost
- 3No escalation path to human support on sensitive intents
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