[kds]

Well, the widely-known real example I mention is the Netflix Prize result -> 3.3% CAGR (cumulative annual growth rate, the 10% is for the whole period of 3 years, not for 1 year).

The numbers you mention are the hypothetical ones. Go and find a real publicly documented example that is close as values and margins to what you describe and I might agree.

NB. #1) Google and web-search, or some similar startup success story, as example doesn't count - they're the 2-person startup gone wildly successful, not a previously big entity that hired 2 ML-geniuses to open their eyes.

NB. #2) If I could bring a revolutionary increased value to a company - through vastly enhanced data processing and analysis - rather than doing a consultancy and educate somebody I'd rather enter the industry as competitor and prove the "old" guys don't understand the business anymore.