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B enchmark financial brokers. Data Warehousing and Data Mining. Terry Lee Sandeep Udhani Tran Ngo Navin Negi. UNIVERSITY OF HOUSTON-CLEAR LAKE. Organization details. Benchmark Financial brokers started in 1978 with one location, and has grown into a business with 45 locations.
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Benchmark financial brokers Data Warehousing and Data Mining Terry Lee SandeepUdhani Tran Ngo NavinNegi UNIVERSITY OF HOUSTON-CLEAR LAKE
Organization details • Benchmark Financial brokers started in 1978 with one location, and has grown into a business with 45 locations. • Reputation built on providing sound financial advice to its customers. • Weathering current economic climate by retaining customers and employing a moderate approach.
Organization details • The owner of this business understands that the temptation to try to get involved in the “quick money, sure thing” investments is high • Maintains reputation by retaining tight control over its investments, and following a slow but steady growth formula
Business Description • Benchmark Financial Brokers is an investment firm specializing in investments for retirement planning • The firm sells many different financial instruments including: certificates of deposit (CDs), mutual funds, bonds, and individual stocks • These various types of investments carry a varying amount of risk which must be communicated properly with the customer
Business Description • The performance of these investments must be tracked so that decisions can be made to ensure the financial stability of their customers’ retirement plans. • Benchmark Financial Brokers has multiple locations throughout the southern part of the United States with branches in Florida, Louisiana, and Texas.
Business Needs • Ability to store all of the data about their investments and customers in a central location, and have the • Ability to look at historical data and compare it to current data in order to provide a higher quality of investment advice to their customers.
Business Needs • Ability to access useful investment information will greatly improve their service. • Owner would like to be able to monitor the various locations to make sure that none of his advisors are involved in making investments that could potentially harm his firm.
Why Data Warehouse? • The idea of a data warehouse sounds very interesting. • Provides the ability to collect data from the various locations, and investments, and store the data in a central location where it can be readily accessed by the owner and his management staff. • The business is growing and it is becoming very difficult for the owner and his staff to visit locations on a regular basis to monitor performance.
Why Data Warehouse? • Having access to various Online Analytical Processing (OLAP) functions will be very helpful providing the staff with the ability to monitor investments by region, or mutual funds which are declining and which locations have heavy investments in theses funds. • These are many reports that could be generated by the system, but the amount of useful strategic information that could be generated by this system is endless.
Business Facts • Revenue • Portfolio Growth • Return on Investment • Top Financial Advisors • Most Profitable Region
Business Dimensions • Product: • Product type, company, price,… • Customer: • Customer name, location, portfolio id,… • Portfolio: • Customer id, current value, revenue • Company: • Company name, address, revenue,.. • Time: • Time, day, week, month, quarter, year • Location: • Street, city, region, state