Shenmue was ahead of its time, and as such became a victim of circumstance.
With that said, the game had a reality-defying budget, was supposed to be a system seller, but, in the end, failed to attract 90% of all Dreamcast owners. Calling it a financial flop is reductive, but not unfounded.