investing readers use the data we present to make decisions and take actions
that directly affect their professional success or personal wealth. Data
integrity is a core value for our readers and for us. All metrics need to be
verified as accurate, have internal consistency across our web site and apps
and be delivered as quickly as possible. To this end, we are working with a new
vendor, Thomson Reuters, to provide access to premium data and tools for
subscribers. We expect this to meet reader and subscriber expectations, even as
we work to resolve inconsistencies with features we have not yet switched.