Business Intelligence

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Presentation transcript:

Business Intelligence overview

What is BI? Business intelligence (BI) is a set of theories, methodologies, architectures, and technologies that transform raw data into meaningful and useful information for business purposes.

Business Intelligence Reports Data repository Different systems 3

BI reporting data discovery capabilities

Information Delivery Analysis Reporting Interactive visualization Dashboards Search-based data discovery Microsoft Office integration Ad hoc report/query Geospatial and location intelligence Mobile BI Online analytical processing (OLAP) Embedded advanced analytics BI and analytics (Gartner, 2014) Integration BI infrastructure and administration Collaboration Metadata management Business user data mashup and modeling Embeddable analytics Development tools Support for big data sources

Gartner is the world's leading information technology research and advisory company. “We deliver the technology-related insight necessary for our clients to make the right decisions, every day”

Business intelligence and analytics vendors: CHALLENGERS LEADERS Magic Quadrant report for 2014 (Gartner, feb 2014) NICHE PLAYERS VISIONARIES http://www.gartner.com/technology/reprints.do?id=1-1QLGACN&ct=140210&st=sb

Business management issues “We have mountains of data in this company, but we can’t access it.” “We need to slice and dice the data every which way.” “You’ve got to make it easy for business people to get at the data directly.” “Just show me what is important.” “It drives me crazy to have two people present the same business metrics at a meeting, but with different numbers.” “We want people to use information to support more fact-based decision making.”

Data Warehouse The data warehouse: must make an organization’s information easily accessible must present the organization’s information consistently must be adaptive and resilient to change must be a secure bastion that protects our information assets must serve as the foundation for improved decision making the business community must accept the data warehouse if it is to be deemed successful

Basic Elements of the Data Warehouse Ralph Kimball, Margy Ross, The Data Warehouse Toolkit, 2nd Edition, 2002

Operational Source Systems capture the transactions of the business queries against source systems are narrow stovepipe application stovepipe application

Data Staging Area a storage area AND a set of ETL processes (extract-transform-load) it is off-limits to business users and does not provide query and presentation services.

Data Staging Area - ETL EXTRACTION TRANSFORMATION LOADING reading and understanding the source data and copying the data needed for the data warehouse into the staging area for further manipulation. TRANSFORMATION cleansing, combining data from multiple sources, deduplicating data, and assigning warehouse keys LOADING loading the data into the data warehouse presentation area

Data Presentation Area where data is organized, stored and made available for direct querying by users, report writers, and other analytical applications it is all the business community sees and touches via data access tools dimensional data modeling user understandability query performance resilience to change detailed, atomic data

Data Access Tools tools that query the data in the data warehouse’s presentation area the variety of capabilities that can be provided to business users to leverage the presentation area for analytic decision making. prebuilt parameter-driven analytic applications ad hoc query tools data mining, modeling, forecasting

Microsoft SQL Server SQL Server Integration Services (SSIS) tool for the ETL process SQL Server Analysis Services (SSAS) tool for multidimensional modeling SQL Server Reporting Services (SSRS) tool for reporting