What are the benefits of doing a pilot program before a full-scale rollout of a new analytical methodology?

What are the benefits of doing a pilot program before a full-scale rollout of a new analytical methodology?

Discuss this in the context of the mini case study.

3. What kinds of tools would be used in the following phases, and for which kinds of use scenarios?