Exactly this. I remember in 2007 being able to process TBs of data on commodity hardware with Hadoop. You got decent throughput, decent fault tolerance out of the box wrapped in Java that many average software developers (yours truly included) were comfortable with. You could scale data and people.

It dramatically reduced the cost of entry for many ad-tech applications.