Typical triggers include multi-property standardization, frustration with slow innovation cycles, desire for API-first integrations, or a board ask for AI that can act under policy—not only dashboards. Some properties also reopen the stack when GST, payments, or OTA connectivity needs a cleaner path.
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Alternatives

