Defining Business Intelligence (BI)
- Mapping the business intelligence process
- Making the business case for BI
- Identifying the barriers to BI implementation
- New BI terminology
- Six challenges of BI
Building a BI Road Map
- Evaluating business readiness for BI
- Assessing BI maturity levels
- Business analysis and the BI road map
- Stating the desired outcome for a given situation
- Overcoming common BI challenges
Reviewing the technical infrastructure
- Enabling and facilitating technologies for BI
- Structured vs. unstructured data
- Identifying critical and variable attributes
Establishing a data governance framework
- Aligning with management standards and strategy
- Protecting your data
- Measuring data quality
- Integrating enterprise architecture and BI
Designing and Planning BI Processes
- Building your BI strategy
- Investigating the business advantages of strategic vs. tactical organisational situation
- Starting BI with outcome-driven processes
- Articulating well-formed outcomes
Iterating the BI metamodel
- Realising the desired outcome from a specific organisational situation
- Targeting the process to achieve the desired outcome
- Deriving actions and decisions from the desired outcome
Dealing with data
- Top-down vs. Bottom-up data analysis
- Establishing a measure of data quality
- Designing standardised business metadata
Developing the data warehouse
- Selecting source data
- OLAP vs. OLTP
- Extracting data from multiple sources
- Loading data into a data warehouse
Modelling the dimensional business process
- Browsing your data and creating the appropriate schema
- Navigating facts and dimensions
- Selecting dimensions and traversing hierarchies
Organising a Business Intelligence Competency Centre (BICC)
- Meeting the six challenges of BI with the BICC
- Supporting stakeholders
- Sustaining business strategy
- Sharing knowledge throughout the organisation
Building the BICC
- Promoting expertise within your organisation
- Producing a BICC functional checklist
- Clarifying the roles of the BICC
- Organising the BICC
Implementing and Fine-Tuning the BI Solution
- Evaluating BI tools
- Selecting criteria for BI tools
- Slicing and dicing your data using multidimensional cubes
- Examining the characteristics of a data mine
- Reviewing data-mining tools
Surveying BI vendors
- Ability to deliver
- Product completeness
Leveraging performance measurement tools
- Displaying information using digital dashboards
- Defining effective key performance indicators (KPIs)
- Communicating to stakeholders through scorecards
Putting BI to Work for You
- Applying the BI process across the organisation
- Blending the BI process into daily management activities
- Making predictive analytics work for your bottom line