leverage your existing mdm investments to achieve ... · insight and service across brands faster...
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1© Copyright 2009 EMC Corporation. All rights reserved.
Leverage your Existing MDM Investments to Achieve Realization of Business Value and Information Transparency
Christopher BlottoManaging Partner –Information Management and Analytics
August 25, 2009
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Learning Objectives
Understand what really gets managements attention: Acceleration, Cost Management, and Risk Mitigation. Essentially do more with less.
Understand business drivers and how technology best meets those objectives
Articulate the value proposition and differentiators in how yourorganization manages and leverages its information
Understand how to bring unique differentiation to drive better analytical insight to competitive situations
Think differently about how you tackle your companies Information Management challenges
The desired outcome from today's session is to provide a fresh perspective on how to deliver maximum corporate value to your Information Management and Analytics solutions so that you will be able to:
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How many of you by a show of hands…
are engaged in an active MDM program?are engaged in an active Data Governance program?
are engaged in an active Data Stewardship program?
feel that your programs are successful and delivering true business value?
are synchronizing your data across systems and processes?
have an enterprise metadata repository and a business ontology?
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Common Trends and Opportunities
> Growth through acquisition
> Expansion of product lines
> More sophisticated products and services
> Shorter product lifecycles
> Competition, innovation and changing client demands
> Brand and Channel integration
> Disparate legacyinformation systems
> Continuous change in GRC Policies
Cost reduction through efficiency
Integrated customer insight and service across
brands
Faster introduction of new products and services into
the marketplace
More Efficient Operational Risk Mitigation
Resulting Benefits
> Brand and Channel integration
> Increase transaction processing while reducing unit costs
Trends Observed Strategic Opportunities
> Accurate enterprise-level view ofthe customer
> Cross-sell, Up-sell
> Brand and Channel integration and information reuse
> Reduce time to market for requirements/content development/product launch cycle
> Market segmentation and opportunity analysis
> Personalization to psychographic profile
> Accelerating accurate and transparent visibility into relationships, privacy and recordkeeping
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The Information Management Challenge
Sales and Marketing Operations
Customer Relationship Management
Reference Data Management
Employee Management
Finance Operations
FragmentedDuplicated
Inconsistent
Incomplete
External Information Providers
Drive Towards Single 360° View of Enterprise Data
– Operate against a “single view” of key enterprise data (i.e. Customer, Product, etc.)
– Improve the ownership and management of information assets
Data Fragmentation / Migration– Enhance the value of information by linking
across multiple systems– Provide data synchronization between
systems– Migrate/consolidate data from legacy systems
to new target systems
Increase Data Effectiveness / Leverage Information as an Asset
– Identify and manage data change management and quality issues
– Improve data quality through cleansing and enrichment
– Improve data effectiveness and reduce operational costs
Increased Analytical Insight– Enable a better understanding of your
business by tapping into existing information assets
– Apply improved data insight to your business processes and decisions
MasterContent
(unstructured)
MasterData
(structured)
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Data Structuredness ContinuumMore Less
Tacitexpectation
of…
Move /Transform
GovernProcess Leverage: cleanse, lookup, augment
Move /Transform
Govern Data
Leverage Value From
AskQuestions
Requires to be in place…
Govern Docs & Pubs
Data Value Assurance
Data Disciplines are Inter-related
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Enterprise InformationManagement Framework
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Information Management Strategies and Capabilities
Bringing competency and excellence in Information Management into an organization requires comprehensive planning and well-considered,
tailored strategies
Busi
ness
Tech
nolo
gy
SU
PP
OR
TS
LE
VE
RA
GE
S
• Guarantees data availability where and when it is required
• Movement and transformation of enterprise information
• Interconnectivity of IT portfolio• Standardized formats and
service interfaces – SOA
Data Integration
• Identification and deduplication of shared master data
• Cross-referencing and disambiguation
• Hierarchy management• Data governance framework and
stewardship processes
Master Data Management
• Unstructured data storage and management
• Workflow-based publishing & versioning services
• Tie-in to enterprise portal and user identity / security strategies
Content Management
• Framework and organization to ensure management of data as a strategic corporate asset
• Data stewardship• Policies and procedures;
monitoring and measuring
Data Governance
• Data warehouse methodology –envisioning to deployment
• Business use-case- or function-specific datamarts / reporting solutions
• Moving with agility fromreactive to predictive capability
BusinessIntelligence
• Assurance that trustworthy data is accesible at time of demand
• Standardization and cleansing• Business data rule enforcement• Stale data refresh• Augmentation from external
sources
InformationQuality
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EIM Capabilities –Common Components and Services
EIM common capabilities can be delivered within a Shared Services Organization (SSO) structure to enable information management toalign with business needs and support their execution
Data ArchitectureData ArchitectureData ArchitectureStructured Data Unstructured Data
Service ExcellenceService ExcellenceService Excellence
Data GovernanceData GovernanceData Governance
Data Architecture serves as the foundation for all Information Management capabilities
Technical capabilities
manage specific aspects of data
acquisition, integration, analysis and
access
Governance and Service Excellence provide overall direction and alignment of technical
capabilities for the continued benefit of business needs
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Information Infrastructure Marketplace
Open Model
Product Model
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Business Problems
Large number of unreconciled Operational Data Stores in the Enterprise– What data is there, what is its’ source and its’ quality?– What is this store doing (what business is it servicing and to what end)?– What governance policies are in place?
Information Consolidation and Information Management– It’s impossible to rationalize into a single enterprise data model that everyone agrees!– The complexities of the data model force a large number of mediation tables:
How do business developers interact with the consolidated domain?Can we create specific views that simplify / segment the model?Given several “equivalent” entities, how do I rationalize which one to use?
– What do I tell the business who wants to “own their information”Does ownership translate to be in control of changes to it? or reads against it?
– Application consolidation of structured and unstructured information
What is the translation of my SOA mandate to information contracts?– Is there a way to understand where a change to a data model impacts a service
contract?– How do I consistently bring together information to fulfill a request – CRUD
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What is SIM?
Channel
Information
Service
Partner
Product
Customer
SIM is the discipline of managing and integrating enterprise data based on the principle of capture data’s formal business meaning
Understanding the business semantics can ensure the business meaning of data is universally understood and the data may be found, used & aggregated without
prior knowledge of its format
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Enterprise Metadata Management Needs
Federated Data across heterogeneous sources– Extend transactional system boundaries to Service Architecture
Orchestrated Data Operations– Ensure transactionality across system boundaries
Common Policy Compliance– Share data securely across participants based on RBAC
Enterprise Data Mastering– Consistent data models and transforms to dynamically populate and maintain
“materialized views” for purpose
Real-Time data consistency– Ability to effect changes on data sources and to have changes propagate in a
deterministic fashion to materialized views
Federated Data across heterogeneous sources– Extend transactional system boundaries to Service Architecture
Orchestrated Data Operations– Ensure transactionality across system boundaries
Common Policy Compliance– Share data securely across participants based on RBAC
Enterprise Data Mastering– Consistent data models and transforms to dynamically populate and maintain
“materialized views” for purpose
Real-Time data consistency– Ability to effect changes on data sources and to have changes propagate in a
deterministic fashion to materialized views
SOA Information Integration allows for Loosely-coupled intermediation, federation, transformation, and mastering of data
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What’s solved?
There are many Data Service providers which integrate multi-modal data for more consistent developer access
There are even some that maintain transactional consistency, but it’s pessimistic Transaction Management styled and lock-constrained
II-TS focused on:– Model Mastering (bootstrap and then txn management)
How do I get into a federated domainHow do I participateHow do I re-sync on disconnectHow do I reconcile a participants model change (version the federate and version the federation)
– Federation contexts… what are the local and federation contexts that are critical to declared cooperative models
– Multi-master synchronization (active-active) reconciliation in Structured domainsChange data propagation, change mastering and synchronization
– Contextual annotations on a Canonical Model for improved information governance
– Auditability of federated information changes as an extension to SOA Governance
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II-TS… The HOW
Change Data Messages are sent out by Change Data Source systems;these changes can be mastered by systems that act as Mastering Services; mastered changes to entities that result from these Change Data Messages are sent out to interested parties as Change Entity Messages
Messages sent across the ESB are all kept in a Canonical form– The form for a message may be domain-specific, but for a given domain a common
canonical form is chosen so that services can remain loosely coupled and messages can be routed dynamically to various service endpoints
– At the “edges” of the ESB, messages are transformed to a Local (or application-specific) form for services that do not understand the Canonical form used on the ESB
– Currently, an adapter pattern is used to manage this process
Multi-part messages used extensively– To track the message’s history– To provide the ability to maintain information that may not survive the transformation
to a canonical form accessible (by keeping a record of the original message in its local form as one part of the message being sent across the ESB)
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The Semantic Information Management Model
EnterpriseInformationOntology
EnterpriseData
Model
StructuredInformation
EnterpriseContentModel
UnstructuredInformation
EnterpriseMessaging
Model
InformationTransactions
CustomerProducts
StructuredUnstructured
TableKeys and Cores
DocumentSearch
Relationships File
Process
Contracts
In the SIM model, all information domains defer meaning (a conceptual model) to a single Enterprise Information OntologyEach domain maps its domain specific structures (e.g. customer table, customer document, modify customer transaction) onto a single concept modelSIM was designed for the Internet, so it is federated by design. A single monolithic data model is not required. Only the mappings and respect of the semantic model contracts are required.
During requirements, a coherent conversation is possible about business requirements and rules.During design the EIO supports the rationalization and analysis of servicesDuring implementation the EIO can be leveraged for automated adaptor interface generation (through a canonical model)At Runtime, dynamic transformation leveraging the EIO can avoid the hard coding of adaptors
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Information Mastering Front-side to Information Provisioning
Enterprise Service Bus
Data Interoperability
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xCelerated Compositional PlatformxCelerated Compositional Platform
Base Architectural Pattern
Information Service BusInformation Service BusProtocol / Message Adapters
Protocol / Message Adapters
InformationTransformation
Svcs
InformationTransformation
Svcs
Master Data Management
Svcs
Master Data Management
Svcs
Information Policy /
Governance Svcs
Information Policy /
Governance Svcs
Information Analytic
Svcs
Information Analytic
Svcs
Enterprise Service Bus Enterprise Service Bus
Core Infrastructure (Virtual Infrastructure)Core Infrastructure (Virtual Infrastructure)Integrated
Management Infrastructure
Integrated Management Infrastructure
Security Infrastructure
Security Infrastructure
Storage Infrastructure
Storage Infrastructure
ComputeInfrastructure
ComputeInfrastructure
NetworkInfrastructure
NetworkInfrastructure
Service Lifecycle
Management
Service Lifecycle
Management
Svc. Provisioning
and Activation
Svc. Provisioning
and Activation
Service Orchestration
Service Orchestration
Service Clustering and Management
Service Clustering and Management
Developer Services
Developer Services
Business Process
Management
Business Process
Management
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Business Values
Decreased “Time to Value”– Improved correctness & completeness of data– More contemporary updates (shorten the “batch window”)
Reduced “Time to Feature”– Support versioned changes to both interfaces AND Data Models through integrated impact analysis
Increased Agility and Decreased “Time to Market”– Ability to rapidly deploy scalable “Views for Purpose”
Improved Governance & Compliance– Solve for CONTEXT of use, and consistent policy execution / compliance event propagation
Gartner’s latest hype cycle for Master Data Management states:By 2012, master data management (MDM) will lead to a 60% reduction in costs associated with the elimination of redundant master data.Through 2012, 70% of SOA projects in complex, heterogeneous environments will fail to yield expected business benefits unless MDM is included.Through 2012, due to the lack of a sufficiently business-oriented approach, appropriate governance and an accompanying metrics structure, 60% of MDM programs will be regarded as failures
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