The key question is whether the AI resolves issues or merely adds another help desk layer. For a new support operation, I’d favor an AI native platform because integrated agents, workflows, context, and handoffs can reduce friction. For established teams, Zendesk or Intercom may be better because of their mature processes, integrations, and reporting.