We made sure everyone understood that we would not build a big "data warehouse," which would mean spending a lot of time putting a lot of data in one place, establishing all of the cnablers, and then asking what we could do with this data. Instead, we would be "opportunistic" and reverse the process; first brainstorm possible value opportunities and then gather data efficiently to explore with analytics techniques. Our roadmap for building the framework would follow suit$-$and be equ ally.

This would best characterize which of the following:

$$ Embrace agile ways of working.

Adopt a new approach toward technology

Build a data$-$first culture

Define new roles and governance rules

Cultivate the necessary talent and skills

Localized Analytics

Analytical Aspirations

Analytical Companies