data warehouse
is a database that stores current and historical data of
potential interest to decision makers throughout the company. The data
originate in many core operational transaction systems, such as systems
for sales, customer accounts, and manufacturing, and may include data
from Web site transactions. The data warehouse consolidates and standardizes
information from different operational databases so that the information can be
used across the enterprise for management analysis and decision making.
Figure 6-12 illustrates how a data warehouse works. The data warehouse
makes the data available for anyone to access as needed, but it cannot be
altered. A data warehouse system also provides a range of ad hoc and
standardized query tools, analytical tools, and graphical reporting facilities.
Many firms use intranet portals to make the data warehouse information
widely available throughout the firm.
Catalina Marketing, a global marketing firm for major consumer packaged
goods companies and retailers, operates a gigantic data warehouse that includes
three years of purchase history for 195 million U.S. customer loyalty program
members at supermarkets, pharmacies, and other retailers. It is the largest
loyalty database in the world. Catalina’s retail store customers analyze this
database of customer purchase histories to determine individual customers’
buying preferences. When a shopper checks out at the cash register of one of
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Catalina’s retail customers, the purchase is instantly analyzed along with that
customer’s buying history in the data warehouse to determine what coupons
that customer will receive at checkout along with a receipt.
The U.S. Internal Revenue Service (IRS) maintains a Compliance Data
Warehouse that consolidates taxpayer data that had been fragmented among
many different legacy systems, including personal information about taxpay-
ers and archived tax returns. These systems had been designed to process tax
return forms efficiently but their data were very difficult to query and
analyze. The Compliance Data Warehouse integrates taxpayer data from
many disparate sources into a relational structure, which makes querying
and analysis much easier. With a complete and comprehensive picture of
taxpayers, the warehouse helps IRS analysts and staff identify people who
are most likely to cheat on their income tax payments and respond rapidly to
taxpayer queries.
D a t a M a r t s
Companies often build enterprise-wide data warehouses, where a central data
warehouse serves the entire organization, or they create smaller, decentral-
ized warehouses called data marts. A
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