158 • Big Data and Business Analytics
• Build—Building out, maintaining and enhancing the data sys-
tems themselves
• Product Management—Handling internal customer demands and
turning these into requirements for the data systems
• Support and Operations—Managing the publishing process, taking
action when things go wrong, and providing support to users
• Communications and Training—Communicating about new system
features or issues, providing collateral and reference material, and
providing training resources to users
• Data Quality and Governance—Monitoring and managing data
quality, including implementing data quality systems; championing
data consistency and providing a governance framework for deni-
tion changes for key metrics and metadata ...