Post on 12-Nov-2014
description
1 April 8, 2023© Kalido I Kalido Confidential I April 8, 2023
The Kalido Data WarehouseReducing Cost Per Release Cycle
2 April 8, 2023© Kalido I Kalido Confidential I April 8, 2023
A Simple Truth About Data Warehousing
If it takes too long to…
Plan it
Build it
Change it
It costs the business money.
3 April 8, 2023© Kalido I Kalido Confidential I April 8, 2023
The Traditional Approach
Requirements
Design
Develop
Test
Release toProduction
OperateCustom-built data warehouses typically take 18 months to deliver
And subsequent release cycles take just as long!
4 April 8, 2023© Kalido I Kalido Confidential I April 8, 2023
Program Management
Operations Management DeploymentProject Management
Development Project Management
Design
Design technical and business solution Operate
Manage,track benefits
Build
Productioncomponents
Test
Deploy,UAT
Analysis
Hig
h le
vel re
qu
irem
en
ts
The Agile Approach
Evolve
Model
Iterativepilots
Business involvement
Kalido data warehouses average 3 iterations over 9 months to deliver
5 April 8, 2023© Kalido I Kalido Confidential I April 8, 2023
Cost Elements of a DW Release Cycle
Methodology
Requirements
People
Tools
6 April 8, 2023© Kalido I Kalido Confidential I April 8, 2023
Requirements
Clearly defined?
Universally understood?
Do they change?
Do the stakeholders agree?
Achieving clarity and consensus early reduces cost!
7 April 8, 2023© Kalido I Kalido Confidential I April 8, 2023
Data Presentation
Data Validation
Data Integration
Data Storage
Data Sourcing
Kalido Business Information Model
The Business Information Model actively drives the physical structures and automates the processes during development and operations
Business
Information
Business Information Model
IT
Data
8 April 8, 2023© Kalido I Kalido Confidential I April 8, 2023
Methodology
Are iterations short?
When is feedback taken?
Do all the steps provide value?
Each iteration should provide real business value!
© 2010 Kalido I Kalido Confidential I April 8, 20239
Delivery - Rapid Prototyping
Design 2nd Model
Show & Validate
Design 3rd
Model
Show & Validate
Design 4th Model
Show & Validate
Design 5th Model
Show & Validate
Deploy
Week 1 Week 2 Week 3 Week 4 Week 5 Week 6 Week 7 Week 8 Week 9 Week 10
100%
0%
Business RuleDefinitions
TechnicalIssues
Source of Issues
Improved Annual Margin by $10Ms per year
Project Leadership
1st GM Model design, populate & Test
Gather Requirements
Show & Validate
10 April 8, 2023© Kalido I Kalido Confidential I April 8, 2023
People
Empowered to be fast and agile?
Provided an agile environment?
The right mindset for agile?
11 April 8, 2023© Kalido I Kalido Confidential I April 8, 2023
Keep the Focus on Business Questions
Business Model
Sources
InformationArchitect
Logical Data Model
Physical Data Model
BusinessRepresentative
Staging Normalised Star Schema Data Mart
Physical Schema & Data
ETL
ETL
Staging
ETL
Normalised Star Schema Data MartETL
ETL
ETL
ETL
ETL
ETL
DBA
BusinessAnalyst
BI Layer
Developer
WHS Retailer
V3 Retailer
Group Channel
Channel
V3 Channel Sales Rep
Corporation
WHS Customer
Owner
Sub Family
Marketing ProductPrice Segment
Marketing Product Country
WHS Products
Product GroupBrand Family
Manufacturer
Year
Quarter
Month
Day
Week
Corporation
WHS Customer
Owner
Corporation
WHS Customer
Owner
Sub Family
Marketing ProductPrice Segment
Marketing Product Country
WHS Products
Product GroupBrand Family
Manufacturer
WHS Retailer
V3 Retailer
Group Channel
Channel
V3 Channel Sales Rep
Corporation
WHS Customer
Owner
Sub Family
Marketing ProductPrice Segment
Marketing Product Country
WHS Products
Product GroupBrand Family
Manufacturer
Corporation
WHS Customer
Owner
Automatically Designed
Automatically Designed
Automatically Built & Maintained
12 April 8, 2023© Kalido I Kalido Confidential I April 8, 2023
Tools
Facilitate understanding of requirements
Enable fast results
Automate impact analysis
Report results quick and easy
Your process is only as agile as your tools!
13 April 8, 2023© Kalido I Kalido Confidential I April 8, 2023
Agile Tools to Accelerate your Warehouse
• Saves 50% on Modeling & Design• Saves 65% on Data Integration• Saves 30% on Data Access/BI• Saves 20% on Testing• Saves 30% on Release to Production• Save headache and stress on team
Data Infrastructure
Logical Modeling
Database
ET
L
BI
Se
ma
nti
cs
DataWarehouse
Mart
Mart
Mart
Governance and Stewardship
BusinessIntelligenceData Warehouse Automation
Model-driven• Staging
• Schema Management
• Mart Generation
• In-db transformation
• Suspense processing
• History handling
DataSources
Logistics
Credit &Collections
IndustryData
CRM
SalesOperations
ERP
CustomerTrends
Operations
Marketing
CostControl
ExecutiveDashboard
Collections
Highly Automated Solution for Rapid delivery of Business Value
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Demonstration
Demo
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Business Requirement
After reviewing the first reports, a business analyst realizes that the resellers need to be classified into segments for effective marketing and promotion programs to be directed at them.
Business Analyst and IT Architect update the business model to add this information need and deploy it.
Steps:
1. Define the requirements
2. Draw the model
3. Deploy the model
4. Load the data
5. Generate the output
16 April 8, 2023© Kalido I Kalido Confidential I April 8, 2023
Shorten The Cycle, Maximize Business Value
Business Event
Time to Deliver
Make Decision
Requirements & Analysis
Testing
Modeling & Design
Data Integration
Traditi
onal
Kalid
o
Time to ValueBenefit
BusinessValue
Business ValueBenefit
Data Access/BI
Release to Production
Kalido
Traditional
17 April 8, 2023© Kalido I Kalido Confidential I April 8, 2023
Want To Learn More?
Attend Ralph Hughes’ session at the TDWI BI Summit in San Diego this August.
Request a demo at kalido.com/demo
Watch the replay, get the slides and more at get.kalido.com/cost-release-cycle-replay
18 April 8, 2023© Kalido I Kalido Confidential I April 8, 202318
Thank youQuestions?