Post on 30-Nov-2014
description
©2013 Cambridge Semantics Inc. All rights reserved. Company Confidential.
Smart Data Integration
October 10th, 2013
Cambridge Semantics Contact:Marty LoughlinVice President, Financial ServicesCambridge Semantics141 Tremont St., 6th Floor, Boston, MAwww.cambridgesemantics.commarty@cambridgesemantics.com(o) 617.855.9565(m) 508.667.8334
©2013 Cambridge Semantics Inc. All rights reserved. Company Confidential. Page 2.
Agenda
Introduction to Cambridge Semantics
Enterprise Data Integration Challenges
Smart Data Integration Solution
Demonstration
©2013 Cambridge Semantics Inc. All rights reserved. Company Confidential. Page 3.
Introduction to Cambridge Semantics (CSI)
Anzo, a software suite for Smart Enterprise Data Management & to build Unified Information Access (UIA) Solutions
Company: Founded by senior members of IBM’s Advanced Internet Technology Group
Software: Market leading Anzo software suite is built on open Semantic Web standards Currently 3rd generation of the product in production use
Business Intelligence / Analytics Solutions
©2013 Cambridge Semantics Inc. All rights reserved. Company Confidential. Page 4.
Semantic Web Paradigm: Unifying Information based on common characteristics
RiskManagement
N
CI I
N
C
PortfolioManagement
Semantic models allow easy understanding of the data for faster & cheaper integration & analysis
Appl
icati
ons
Mid
dlew
are
Ente
rpris
eD
ata
Fabr
ic
Anzo Server
Reasoning& Rules Workflow Semantic
Services
Anzo Connect
Enterprise Directory Connect
Anzo Unstructured
Data Marts & Warehouses
EnterpriseApplications
Directory(LDAP, AD)
………
3rd Party Databases & Applications
Anzo Architecture & CapabilitiesEx
tern
al
Sour
ces
©2013 Cambridge Semantics Inc. All rights reserved. Company Confidential. Page 6.
Enterprise Data Integration Challenges
On-boarding Data is Slow and Expensive– Often custom coded ETL– Expensive to create, update and maintain
Data Provenance is Difficult to Maintain– Data transformations tracked in spreadsheets– Provenance across systems poorly tracked
Data is Challenging to Consume for Business Users– Lack a conceptual model to easily consume the target data– E.g, “counterparty” vs “client” vs “fund manager
Difficult to Embrace Industry Standards– FIBO developed by EDM Council and OMG– Ability to handle changing regulatory standards
©2013 Cambridge Semantics Inc. All rights reserved. Company Confidential. Page 7.
Anzo Smart Data Integration SolutionObjectives
• Reduce the Time & Effort for Customer On-boarding• Abstract the ETL process• Automate code generation• Streamline maintenance• Enhance data quality
• Track Data Provenance• Provide repository for data lineage across system boundaries• Create data governance audit and performance reports
• Provide a Business User Consumable Data Model • Support end-user self service analysis• Streamline report generation• Active meta-data
©2013 Cambridge Semantics Inc. All rights reserved. Company Confidential. Page 8.
Smart Data Integration Components
AnalystDashboard
MappingApp & ETLCompiler
ConceptualModel
BusinessDashboard
• Friendly GUI for importing schemas and capturing and managing mappings and transformations
• Generates ETL job - Pentaho today, other ETL tools, stored procedures etc to follow
• Expresses data in industry standard business terms (FIBO)
• Model expands as new data is added
• Active meta-data – live data documentation
• Search, track and visualize provenance at data field level
• Full access to data through business-friendly conceptual model (FIBO)
• Customizable dashboards and visualizations
Company
Products
930,000,000
name
marketcap
acme.com
website
Legal Entity
Register Addres s
where
activity
Artificial Person
developing
IBM
Legal Name
Big Blue
Also knownas
Liabil ity
about
3/7/2012
Risk signals are …
when
note
©2013 Cambridge Semantics Inc. All rights reserved. Company Confidential. Page 9.
Anzo Smart Data Mapping Process
Mapping Process Links Source Database Schemas to a Business Friendly Conceptual Model
Security (SMF)
Issuer
Market Data
IssuerOrganization
Security
EquitySecurity
Deal
CreditState
Ratings
RefEntity Credit Event
CreditEvent
• Expresses data in business terms in a conceptual model• Model expands as new data is added• Users can understand the data, conduct investigation, visualization, analytics & take action
©2013 Cambridge Semantics Inc. All rights reserved. Company Confidential. Page 10.
Smart Data Integration Architecture
Anzo for Excel Mapping App
ETL Engine (e.g., Pentaho)
Source System
Analysts Dashboard
End UserDashboard App
ETL Instruction Compiler
MappingRegistry
ConceptualModel Registry
Schema/Sample DataRegistry
Data ConnectionRegistry
TargetSystem
Server
©2013 Cambridge Semantics Inc. All rights reserved. Company Confidential. Page 11.
Future Roles and Capabilities
Define Requirements
Map Source to Target
Code ETL
Build Database
Develop Test Cases
DataIntegration
Lifecycle
Solution currently focused on mapping and ETL but roadmap includes upstream and downstream elements
©2013 Cambridge Semantics Inc. All rights reserved. Company Confidential. Page 12.
Smart Data Integration Vision
Staging Server
C
Value-Add Solutions
Customer 360
ExistingInfrastruct-ure
SmartDataLayer
SmartDataSolutions
• Slow, costly manual coding• Limited understanding of the data• Provenance of field lost on
onboarding• Limited governance, tracking &
documentation
• Industry standard conceptual models
• Active meta-data • Deploy incrementally• Full data provenance
• Investigative Business user applications
• Sharable meta-dataAnalyticsSearch
Risk & Compliance
Today’s Challenges
Benefits
Additional Value
©2013 Cambridge Semantics Inc. All rights reserved. Company Confidential. Page 13.
Smart Data Integration SolutionDemo
©2013 Cambridge Semantics Inc. All rights reserved. Company Confidential. Page 14.
Benefits Summary
• Dramatically lower the time and cost to onboard new customer, vendor & third-party data sources
• Expose full enterprise-wide data provenance necessary for business and regulatory reporting
• Standardize and link data using industry data models and terms (FIBO)
• Put highly interactive, business friendly data consumption in the hands of business users
©2013 Cambridge Semantics Inc. All rights reserved. Company Confidential. Page 15.
For More Information
www.cambridgesemantics.com@CamSemantics
mloughlin@cambridgesemantics.com(617) 855 9565