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AI for automotive customer service works when AI books service, reports only the repair status the record shows, and leaves money and safety calls to people.

AI for nonprofit support works when AI answers receipt, volunteer and event emails, drafts gift changes for staff, and leaves eligibility and complaints to people.

AI for government customer service works when AI answers from approved pages, drafts the record-based replies, and leaves decisions and appeals with staff.

AI for utilities customer service works lane by lane: outage questions from the outage map, bills from the account, shut-offs and gas smells to people.

AI for airline customer service works on a storm day when it answers status and rebooking questions from policy, drafts refunds for a person, and never improvises.

AI for major incident communication works when every channel reads from one verified incident record, AI drafts, a person approves, and nothing goes out unverified.

AI for status page updates works best in reverse: the status page feeds the AI, which matches outage tickets and replies only with what the page says.

AI for feature request tracking works when it tags the ask inside the ticket, links it to one request, and replies to everyone who asked once it ships.

AI for bug triage works in the support queue: it sorts not-a-bug from maybe and likely bugs, asks for missing details, and hands engineers a report a person confirms.