Week 8 - Business Intelligence and Big Data Flashcards
What is BUSINESS INTELLIGENCE?
- BI - the Process of Collecting, Cleansing, Combining, Consolidating, Analysing, Interpreting and Communicating Internal and Available External Data, Relevant For the Decision Making Proces in the Organisation
- Umbrella Term for a Series of Sub-Processes or Techqniues Emerging Since the 90s that Help Businesses Turn their Data into Actionable Insights
Why the Interest in BI?- Explain Availability of Data
- Amount of Digital Data Growing Exponentially
What’s Feeding the Massive DATA Increase :
- Digital Channel data, Content by Smart, Connected Devices cf. the Internet of Things), real time Sensor Readings, Supply Chain Technologies such as RFID
- Other Data is Avaliable Through “Open Data” Initiatives (e.g. public services making data freely available) , Google Maps, Real-Time Data Feeds (e.g. stock exchanges)
Explain Business Trends Driving Interest in Business Intelligence (5)
- Implementation of Corporate Performance Management Systems
- Compliance with New Regulatory Framework
- Importance of Customer Relatinship Management (CRM) and one-to-one Marketing
- Trends such as Market Globalisation, Company Mergers, etc.
- Digital Business, Digital Marketing, Social Media, etc
Explain the Concept of Corporate Performance Management (CPM)
- a Set of Management of Management Processes, Often Supported by Technology that Involve Measuring and Monitoring Performance in Support of Better Strategic Decision Making
- e.g. balance scorecard
Corporate Performance Management - Explain the BALANCED SCORECARD APPROACH
- Balance Scorecard Approach to Performance Measurement that Combines Traditional Financial Measures with Non-Financial Measures
Explain what Regulatory Compliance is
- In some sectors, Another Trigger for the Adoption of BI May be Regulatory Compliance
- e.g. Frameworks or Directives
- all again have Involed Substantial Investments in Supporting (often BI) technologies :
to collect the data
for reporting or to produce the analyses required
What is CUSTOMER RELATIONSHIP MANAGEMENT and the 2 Types of CRM
CRM Systems Designed to Help Firms Manage Customer Interactions and Maximse the Customer Lifetime Value For the Firm
- Operational CRM
- Analytical CRM
Explain the Type of Customer Relationship Management - OPERATIONAL CRM
- Systems Supporting Customer-facing Process (e.g. sales lead management, call centre & customer service support etc)
Explain the Type of Customer Relationship Management - ANALYTICAL CRM
Analysis of Customer Data to Provide Insights or Models to Optimise Aspects of Our Customer Relationships (e.g. which Customer Segments to Target with Retention Campaign. Cross-selling opportunities etc)