The realistic upside is strong but not extreme. The company has a credible path to broaden from analytics and data engineering into AI execution,
observability, collaboration, and governed business-user workflows, which can materially expand wallet share inside the installed base. But by 2031, the market is likely to pay for durable cash generation rather than pure narrative, and
hyperscaler competition plus open-data interoperability should prevent a heroic terminal multiple.