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©2014 Cambridge Semantics Inc. All rights reserved. Company Confidential.
Anzo Smart Data Integration
Cambridge Semantics Contact:Marty LoughlinVice President, Financial ServicesCambridge Semantics141 Tremont St., 6th Floor, Boston, MAwww.cambridgesemantics.commarty@cambridgesemantics.com(o) 617.855.9565
©2014 Cambridge Semantics Inc. All rights reserved. Company Confidential Page 2
Anzo Smart Data Integration Overview
Anzo Smart Data Integration uses common, conceptual models with existing ETL tools to increase the speed and decrease the cost of completing high-quality, governed data integration
projects by 10 times or more.
©2014 Cambridge Semantics Inc. All rights reserved. Company Confidential Page 3
The Data Integration Challenge
Customer 360
EnterpriseWarehouse
BusinessData Marts
Compliance andRegulatory Reporting
Source Systems
Lead(SFA system)
Quote(Quote system)
Order(OMS system)
Contract(CMS system)
Target SystemsS x T
ETL Jobs
Each Job
DefineMapping
Requirements
Code ETL Job
Test & Deploy
Business Analyst Developers QA & OpsEach ETL Project:• Manually coded• Requires source
& target SMEs• Many hand-offs
©2014 Cambridge Semantics Inc. All rights reserved. Company Confidential Page 4
The Common Model is “Data Glue”
Lead(SFA system)
Quote(Quote system)
Order(OMS system)
Contract(CMS system)
Common Model(“Data Glue”)
Source Systems
• Many common concepts across disparate systems
• Semantic data science connects these common concepts
• Data is “glued” together by its underlying business meaning
• Potential to use industry standard models, e.g., FIBO, CDISC, HL7
Business Analysts and IT can use conceptual models to:• Create data services• Understand the data landscape• Track data lineage• Conduct downstream analytics
©2014 Cambridge Semantics Inc. All rights reserved. Company Confidential Page 5
Anzo Smart Data Integration
Compliance andRegulatory Reporting
Each ETL Job:• Generated from map• Only source SME
required• Hours, not months
Customer 360
EnterpriseWarehouse
BusinessData Marts
Source Systems
Lead(SFA system)
Quote(Quote system)
Order(OMS system)
Contract(CMS system)
Target Systems
Each Job
Map Source toConceptual Model
Business Analyst
S + T Maps
Automatically Generate ETL
Anzo SDI
Common Model(“Data Glue”)
©2014 Cambridge Semantics Inc. All rights reserved. Company Confidential Page 6
Map to/from conceptual
models
Combine maps &
automatically generate ETL
jobs
Create data marts and extracts
on-demand
Explore data provenance
Anzo Smart Data Integration Capabilities
©2014 Cambridge Semantics Inc. All rights reserved. Company Confidential Page 7
Anzo Smart Data Integration Components
Model Manager
Data Connections
Schema Manager
Project Manager
Mapping Manager
Provenance Explorer
©2014 Cambridge Semantics Inc. All rights reserved. Company Confidential Page 8
Anzo Smart Data Integration Demo
MySQL
Source System
HoldingsTable
Target SystemConceptualAsset
Model
• Map Holdings database to Conceptual Asset Model• Map Conceptual Asset Model to MySQL target database• Publish and run Pentaho job• Demonstrate Lineage
Scenario
©2014 Cambridge Semantics Inc. All rights reserved. Company Confidential Page 9
Appendix
Ap
plic
atio
ns
Mid
dle
war
eEn
terp
rise
Dat
a Fa
bri
c
Anzo Server
Reasoning& Rules
WorkflowSemanticServices
Anzo Connect
Enterprise Directory Connect
Anzo Unstructured
Data Marts & Warehouses
EnterpriseApplications
Directory(LDAP, AD)
………
3rd Party Databases & Applications
Anzo Architecture & Capabilities
Exte
rnal
So
urc
es• User self-serve• Interactive• Conceptual model• Search, filter, BI
analytics, forms, alerts,…
• Cache or virtualize data based on W3C semantic standards
• Based on real-time event based architecture
• Embedded graph database
• Two-way integration to existing systems
• Anzo Unstructured pipeline allows easy plug-in of 3rd Party NLP and crawlers
©2014 Cambridge Semantics Inc. All rights reserved. Company Confidential Page 11
Anzo Smart Data Integration Architecture
Smart Data Integrator(web application)
…includes:• Project manager• Schema manager• Model manager• Data feed manager• Governance dashboards
Data Mapper(Excel-based)
Conceptual Model Editor
Anzo Smart EDM Server
ETL Compiler
MappingRegistry
ConceptualModel Registry
Schema & Sample Data Registry
Data SourceRegistry
Data Feeds Catalog
Services:
• Sample data service• Data feed persistence service• Revision & audit service• Access control service
ETL Engine
• SQL• CSV/TSV• XML• Proprietary
• SQL• CSV/TSV• XML• Proprietary
©2014 Cambridge Semantics Inc. All rights reserved. Company Confidential Page 12
ASDI User Roles
•Defines projects and mappings
•Configures data sources & schemas
•Publishes projects to ETL tools
•Populates Data Catalog with Data Feeds
Full User
•Search and browse Data Catalog
•Creates on-demand data marts and extracts from Data Catalog
Data Consumer
•Manage models
•Browse and search projects
•Browse and search data lineage
Governance User
•Configures users and roles
•Configures dashboards and templates
Administrator
©2014 Cambridge Semantics Inc. All rights reserved. Company Confidential Page 13
ASDI Use Case: Creating a Data Lake
DataLake
Common Conceptual Model
Self-service Analytics
Self-service Data Extracts & Marts
Sources
Anzo Smart Data Integration
Anzo provides a platform –wide
common conceptual model
Anzo enables end-user self-service
using models
ASDI streamlines and automates data
ingestion
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