data architecture why tools are not enough
DESCRIPTION
Presented at InnoTech Dallas 2014. All rights reserved.TRANSCRIPT
Data ArchitectureWhy Tools are Not
Enough Dan Hooper, Principal, ISI
What’s Wrong.
What’s Offered.
What’s Needed.
Demo.
Q&A.
Agenda
Data’s purpose?
profit
What’s Wrong?
Leading issues with data:
1. Integrity.
2. Security.
3. Disparate.
4. IT.
5. Intelligence.
6. Latency.
7. Growth (complexity, volume).
What’s Wrong?
State of the Market…
1. 36% have what they need (format, time, access).
2. 66% have shrinking decision window.
3. Average time to market (new data, dashboards, ad hoc): Leaders 4-5 days Followers 19 – 55 days
4. Single, centralized BI platform: Leaders 80% Followers 41%
5. Self-Service capabilities (create, configure, collaborate): Leaders 63% Followers 28%
6. Actionable BI, outcome manageable: Leaders 74% Followers 39%
Aberdeen Group, June 2013
What’s Offered
What’s Needed
BI 1.0 BI 2.0
Software Driven Architecture Driven
Views/VirtualizationIntegration + Business
Logic
What Tool ? What Decisions ?
Proprietary/Specialists Common Standards
Managed Development Managed Content
Static Data Model, Views Dynamic Data Model
Redundant Automated
Governance? Governed
What’s Needed
BI Consumption
Cap
acity
for
Ana
lysi
s
ApplicationsBI 1.0
ArchitectedBI 2.0
Subscribers
Now that I think about it…
BI consumers more self-sufficient?
Ad hoc requests dropped?
Multiple versions of the truth?
Ready for growth in data complexity, volume and demand?
Reliance on manual Excel processes or tribal knowledge?
Costs and complexity?
Develop
Test
Deploy
What’s Needed
Data Strategy
What’s Needed
Data Governance
Primary Owners – LOB
Data Architecture
Primary Owners – IT
Data Architecture
1. LOB Requirements (from Governance Model).
2. Enterprise Data Model.a. Data Sources.b. Security.c. Terminology.d. Key Measures & Standards.e. Growth & change.f. Business Logic.g. System Controls & Interfaces.
3. Development Plan.
What’s Needed
What’s Needed
Consider the ODS – Operational Data Store
Realization of Enterprise Data Model.
True source of Operational BI (C-Level focus).
Time & cost to market.
BI is Content Managed, not Development Managed.
Security and Data Integrity.
Change Control and Integration Hub.
What a Tool needs, what larger audience wants.
What’s Needed
Demo
What’s Needed
Dan Hooper Lori AdamsPrincipal, Sales & Marketing VP, SalesIntegrated Services, Inc. Integrated Services, Inc.
[email protected] [email protected]
1. DFW Business Intelligence User Community.
2. DFW SharePoint User Community.
3. ISI Data Strategy Session (off the clock).
Next Steps & Resources