There are so many ways for organizations to run into trouble in corporate travel that it's especially painful when the damage is self-inflicted. Yet, that's often what happens as a result of garbage data. In this paper, Randy Bean, founder and CEO of NewVantage Partners, shares insights about data management that could be useful for corporate travel buyers, sellers and intermediaries.

For many years, companies have been working to become more data-driven, with mixed results. These efforts play out over time, but while the mission may remain steady, the particulars change . . .

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