AI, Business Strategy, and Ethics Practice Exam

In the 5Vs framework, Value focuses on the business impact of an improvement. It asks whether changing a given step will materially affect outcomes that matter to the organization—cost, time, revenue, quality, risk, or customer experience. That’s why the best choice says you should consider if the improvement has a meaningful effect on these outcomes. If it does, the step has high value; if not, it’s lower priority.

The other options describe characteristics of data rather than the impact of making changes: speed of data processing is Velocity, the amount of data is Volume, and the quality of data is Veracity.