The upside case does not require Innodata to become a pure software winner. It needs to keep major AI-builder accounts, keep concentration trending down, and make evaluation,
retained-IP datasets, and verified workflow controls a much larger share of revenue. That would justify a durable premium to services peers, but still a
discount to elite software and data-platform names.