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© Copyright 2015 eQ Technologic, Inc. All rights reserved.© Copyright 2018 eQ Technologic, Inc. All rights reserved.
Integrated Data Environment (IDE) using eQube®
October 2018
Dinesh Khaladkar
President & CEO
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© Copyright 2018 eQ Technologic, Inc. All rights reserved.
Some of our Customers…
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© Copyright 2018 eQ Technologic, Inc. All rights reserved.
Key business drivers
• Productivity• Lean & Agile• Top & bottom line growth• Market share • Innovation
Executives
• Reduce NVA • Planners need ‘complete info’ • ‘Complete Kits’ are available• Parts, tools, fixtures, EWI, CAM
programs are available
Manufacturing
• Reduce NVA • Need in-context ‘complete info’
available on-demand• Intuitive UI facilitating entire process
Engineering
• Need a unified view of the customer• Holistic performance indicators
Marketing & Sales
• Reduce the # of Systems & complexity• Need to ensure the right info is
available in the appropriate systems • Agile, resilient, & scalable integration
infrastructure
IT
• Intuitive UI that facilitates the entire business transaction
• End users don’t need to learn and suffer through each Systems’ UI
• Improve product and process quality with reduction in costs and cycle time
Common targets 3
© Copyright 2018 eQ Technologic, Inc. All rights reserved.
Overall requirements◼ Agile, resilient, & scalable integration infrastructure
◼ ‘For-purpose apps’ that federate and aggregate data facilitating the holistic business process for the end-user
◼ Legacy system migration – consolidation / rationalization of systems
◼ Disconnected, Disrupted, Intermittent, and Limited (D-DIL) secure collaboration across networks (with partners, customers, and suppliers)
◼ Solutions incorporating IIOT – Big-data
◼ Comprehensive business process orchestration
◼ Modern BI / analytics capability to timely address organizational decision needs
These are the requirements for an Integrated Data Environment
(IDE)
4
© Copyright 2018 eQ Technologic, Inc. All rights reserved.
Lockheed Martin –Advanced Development
eQube-MI – Select Customer Case Studies
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United Launch Alliance
US NavyNAVSEA
eQube-MI – Select Customer Case Studies
GD Mission Systems
Northrop Grumman
Rolls-Royce
B/E Aerospace
BAE SYSTEMS MAI (Typhoon program), UK
Lockheed Martin Aero (F-35 program)
BAE SYSTEMS Marine
L-3 CSWAdient GE Transportation
GE Oil & Gas
US NavyNAVAIR
Spirit Aerosystems
© Copyright 2018 eQ Technologic, Inc. All rights reserved. 6
© Copyright 2018 eQ Technologic, Inc. All rights reserved.
Digital Backbone – Actionable Insight
Enterprise-wide BI
eQube®-MI Digital Backbone
Web Services
Databases
“Hot Data Store”
“Warm Data Store”
“Cold Data Store”
oror
FilesSensors
Data Warehouse
Legacy Systems
Databases
Enterprise Data Lake7
© Copyright 2018 eQ Technologic, Inc. All rights reserved.
Platform
8
eQu
be®
Pla
tfo
rmeQ
ub
e® O
ffer
ings
Sou
rces
UI services
BI- In Memory OLAP ServerMI Engine
Applications
Event Mgmt. & Scheduling Services
Data Access Services
Data Virtualization Layer
Application Semantics
Security Services (Access control & Governance)
Distributed Cache
Webservices APIs
eQube-BIeQube-MI eQube-TM eQube-DP
Data Ingestion & Transformation Services
Data Model Management
Analytics Server
API Gateway
PLM ERP MES Logistics MRO ALM Planning
SAP Oracle EBS IFS Teamcenter Windchill Primavera DOORS IBM-Rational
Oracle PLM ARAS SharePoint JEDMICSLegacy Systems
DatabasesFiles, Sensors, Big data
Files SensorsObject StorageBig data
© Copyright 2018 eQ Technologic, Inc. All rights reserved.
eQube based solutionsIntegration, synchronization & migration◼ Enterprise-wide application integration infrastructure
– PLM, ERP, ALM, MES, Planning systems, CAD, Config. systems, ESM, logistics systems, Big-data stores, sensory data etc.
◼ Data Federation with ‘Action’– ‘For purpose apps’ with simple & intuitive UI for dramatic productivity
improvements
◼ Orchestration of enterprise-wide business processes– Fully integrated process execution spanning multiple systems
◼ Secure information collaboration across networks, partners, suppliers, and customers
– Flexible, scalable, and robust infrastructure
– Supports Disconnected, Disrupted, Intermittent, and Limited (D-DIL) operations
◼ Application consolidation / legacy system migration – Application synchronization leading to orderly migration
◼ Executing ‘Action’ based on analytics – insight leading to action
◼ Development of Data Lake and Data Warehouse
◼ Master data management– Common parts, eBOM, etc.
Business Intelligence & Visibility◼ Modern BI platform for enterprise-wide
visibility (Rapid-BI)– Self-serve – sentence based analytics (NLP)
– Information aggregation for actionable insight
– Rapid-BI solution for analyzing Big-data
◼ BI and visibility in PLM– Teamcenter reporting & analytics
◼ Logical data warehouse
Enterprise data quality◼ Data profiling – data quality assessment and
correction / repair– Before and after migration
– Before and after integrations
◼ Continuous health monitoring of critical data– Process & data integrity
9
© Copyright 2018 eQ Technologic, Inc. All rights reserved.
Digital Backbone Enterprise-wide application integration environment
10
eQube®-MI Digital Backbone
Web Services
Databases
“Hot Data Store”
“Warm Data Store”
“Cold Data Store”
oror
FilesSensors
Data Warehouse
Legacy Systems
Databases
Enterprise Data Lake
© Copyright 2018 eQ Technologic, Inc. All rights reserved.
eQube® reference architecture for IDEA
pp
licat
ion
s
Files
Data Ingestion & Transformation Services Data Model & Semantics
Sensors“Hot Data
Store”“Warm Data
Store”“Cold Data
Store”
Sou
rces
eQu
be
Pla
tfo
rm
Data Virtualization Layer
Security Services (Access control & Governance) Distributed Cache Event Mgmt. & Scheduling Services
‘For purpose’ Applications
Sentence based analytics
(API Gateway) (With Data Profiling & Analytics Server)
Enterprise Data Lake
or Legacy 1 dB
Legacy 2 dB
Legacy 3 dB
Legacy SystemsData
Warehouse
or
Search, KPIs, dashboards, report & analyze
11
© Copyright 2018 eQ Technologic, Inc. All rights reserved.
eQu
be®
-MI D
igit
al B
ackb
on
e
Change Notice with Manufacturing Parts goes through PLM Workflow
MI trigger is called for each part from PLM sub-workflow
1 Teamcenter to SAP
Part Number & DescriptionDocument Type/Sub TypeCriticalities
2
SAP creates the Material Master
3
Business process orchestration using the eQube® Platform
Creation of Material masters in SAP from Manufacturing part in Teamcenter
12
SAP to Teamcenter
Plant, Unit Of Measure, Procure TypeMaterial Status
4SAP attributes Updated in Teamcenter
Plant, Unit Of Measure, Procure Type, Material Status
5
© Copyright 2018 eQ Technologic, Inc. All rights reserved. 13
Poll
for
stak
eho
lder
re
view
ass
ign
men
ts
1 65
Create visual issues and attach Session Package, Small/Large Images
92 43
Visualization
CN
in w
ork
flo
w r
evie
w
step
JT f
iles
Extr
act
ob
ject
s an
d
attr
ibu
tes
Met
adat
a at
trib
ute
s an
d
PD
Fs
Cal
l ass
y JT
_cre
ato
r t
o
do
wn
load
JT
file
s
Generate session package file and images
Session package
78
Business process orchestration using the eQube® Platform
eQube®-MI Digital Backbone
High Security Network Lower Security Network
Creation of visual issues, session package, and images in SharePoint from data in Teamcenter
© Copyright 2018 eQ Technologic, Inc. All rights reserved.
File extracts
Access dB
Excel files
Secure collaboration across high & low security networksDisconnected, Disrupted, Intermittent, and Limited (D-DIL) operations
eQu
be®
-MI D
igit
al B
ackb
on
e
eQu
be®
-MI
Rev
erse
Invo
ke S
erve
r
+
Relational dB
ClearCase ClearQuest
Primavera& Unifier
Internet
High Security Network
Rev
erse
Pro
xy S
erve
r (O
pti
on
al)
Lower Security Networks
eQu
be
®-MI D
igital Backb
on
e
eQu
be
®-MI
Reverse In
voke G
ateway
+
Reverse P
roxy Server (O
ptio
nal)
Relational dB
Excel files
Access dB
File extracts
1414
eQu
be
®-MI D
igitalBackb
on
e
eQu
be
®-MI
Reverse In
voke G
ateway
+
Reverse P
roxy Server (O
ptio
nal)
Relational dB
Excel files
Access dB
File extracts
© Copyright 2018 eQ Technologic, Inc. All rights reserved.
Secure collaboration – Disconnected / Air Gap mode
eQube®-MI Digital Backbone
Network A
eQube®-MI Digital Backbone
Network B
Security Officer
Security Officer
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© Copyright 2018 eQ Technologic, Inc. All rights reserved.
Migration / Integration Methodology
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Enterprise-wide BI - Reporting/Analytics
Transformation Modeling
Data Profiler
Digital Backbone Migration and Integration
V
LTEI
© Copyright 2018 eQ Technologic, Inc. All rights reserved.
Migration strategies to responsibly retire legacy systems◼ Migration Solution built on eQube-MI provides multiple, proven application migration /
consolidation strategies
– Bulk load + deltas
• Bulk load + one-way sync
– legacy to new sync by program / project
• Migration by domains + one way sync
– New to legacy sync for BOMs, changes, etc.
– Bi-directional synchronization
• Bulk load + On-demand migration
– Once objects are transferred to new system, ownership is changed from legacy to new, and changes to those objects are synched back to legacy
◼ End result: orderly migrations completed without any black-outs on Programs
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© Copyright 2018 eQ Technologic, Inc. All rights reserved.
Migration Strategies - Bulk Load with Delta(s)
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Source System(s)
Size and run-time for delta continues to shrink, allowing shutdown of source systems on a weekend
First bulk migration
Go-live
Target System(s)
© Copyright 2018 eQ Technologic, Inc. All rights reserved.
Migration Strategies – Bulk Load with One way Sync Legacy to Target – by programs / projects
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Source System(s)
First bulk migration
Project/Program/Team – Go-live
Delta runs contain data only for programs or projects which have not yet switched to Target System
Target System(s)
© Copyright 2018 eQ Technologic, Inc. All rights reserved.
Target System(s)
Migration Strategies – Bulk Load with One way Sync Target to Legacy – by Functional Domains
20
Source System(s)
Migration is performed by domains making the Target System the new owner. MI synchronizes in reverse direction till transition is complete
EBOM
Transition Complete
Documents Change
Syn
chro
niz
e
Syn
chro
niz
e
Syn
chro
niz
e
© Copyright 2018 eQ Technologic, Inc. All rights reserved.
Target System(s)
Migration Strategies – Contd. Bi-directional Synchronization leading to migration
21
Source System(s)
Bulk or Individual objects are transitioned from source to Target. Ownership is changed gradually over a period of time leading to “on Demand” synchronization
Bulk or human initiated Object(s)
Transition Complete
Syn
chro
niz
e
© Copyright 2018 eQ Technologic, Inc. All rights reserved.
The ‘Hub’ @ work
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© Copyright 2018 eQ Technologic, Inc. All rights reserved.
Data Lake Architecture using the eQube® Platform
• Ingest Data• Augment Data models• Build Semantics
Batch
Real time
Stream
Legacy 1 dB
eQu
be
-MI D
igit
al B
ackb
on
eLegacy 2 dB
Legacy n dB
23
“Ho
t Data
Store”
“Warm
Data
Store”
“Co
ld D
ata Store”
or
or
Enterp
rise Data Lake
© Copyright 2018 eQ Technologic, Inc. All rights reserved.
PLM
Oracle dB
PLM + ERP + Files + dB to MI to Data Warehouse
SQL server dB
File Extracts
Access dB
Excel files
Dashboard
Ad-hoc Self-serveData mash-upsPortal, KPIs, DashboardsSelf-Serve
Legacy System
Data Warehouse and analytics using the eQube® Platform
eQu
be®
-MI D
igit
al B
ackb
on
e
24
© Copyright 2018 eQ Technologic, Inc. All rights reserved.
Master data management using eQube® platform
◼ Traditional approach – Central MDM store
– ETL processes to populate & maintain central MDM store
– Change controlled in the central MDM store
• Elaborate change process needs to be created and maintained
• Changes need to be propagated back to the source systems.
– Time consuming, slow, and expensive approach
◼ eQ recommended approach for MDM
– ‘Keep data where it belongs – in the Source systems’
– No central repository or store
– For key elements system of record (‘SOR’) is designated
• All changes are managed in that SOR
• MI propagates those changes to other systems as required
– If information from SOR has to be replicated then MI can replicate
– However, in many cases information can be federated on demand, in context, and honoring security rules of the system and SOR
25
© Copyright 2018 eQ Technologic, Inc. All rights reserved.
eQube-MI – Hybrid Integration platform◼ Next generation Hybrid application integration platform
– ‘Not Only ESB’ architecture
◼ Single platform for
– Application Integration and data federation
– Application synchronization leading to orderly migration
• Application consolidation and application retirement
◼ Supports various integration strategies without having to write code for the “last-mile” connectivity to applications:
– ESB type:
• Message-oriented
• Service orchestration based
• Common (canonical) data model based
– Loosely coupled application-to-application type
– API Gateway type26
© Copyright 2018 eQ Technologic, Inc. All rights reserved.
eQube platform Key differentiators◼ Single integrated platform that delivers Solutions
– Core common services leveraged by eQube products
◼ Pre-built comprehensive eQube Connectors that honor ACL / security rules of applications
– Maintained by eQ across multiple versions of the underlying application
◼ Innovative Data Virtualization layer
– Easily aggregates data from multiple applications in-memory
– No need to have intermediate data mart or data warehouse
◼ Semantic layer (leverages domain ontologies)
– Further simplifies read & write interactions with the underlying applications
– Key to our vision of ‘Democratizing BI’
◼ No coding required for the “last-mile” connectivity
– To develop interfaces for application integration / synchronization
– To fetch data from multiple sources – data mashups - BI
27
© Copyright 2018 eQ Technologic, Inc. All rights reserved.
Digital Backbone – Actionable Insight
Enterprise-wide BI
eQube®-MI Digital Backbone
Web Services
Databases
“Hot Data Store”
“Warm Data Store”
“Cold Data Store”
oror
FilesSensors
Data Warehouse
Legacy Systems
Databases
Enterprise Data Lake28
© Copyright 2018 eQ Technologic, Inc. All rights reserved. 29
Digital Backbone – Actionable Insight
© Copyright 2018 eQ Technologic, Inc. All rights reserved. eQube® as well as the graphic representation of the logo of eQube with a drawing of a cube are Registered Trademarks of eQ Technologic, Inc., registered in the United States Patent and Trademark Office. All other logos, trademarks or service marks used herein are the property of their respective owners. Nothing contained herein is intended to claim ownership of, title to, interest in or sponsorship of the owners of product(s) identified by logos, trademarks or service marks, whether or not registered, which are not specifically stated to be owned by eQ Technologic, Inc.
© Copyright 2018 eQ Technologic, Inc. All rights reserved. 30
We simply deliver!
© Copyright 2018 eQ Technologic, Inc. All rights reserved. eQube® as well as the graphic representation of the logo of eQube with a drawing of a cube are Registered Trademarks of eQ Technologic, Inc., registered in the United States Patent and Trademark Office. All other logos, trademarks or service marks used herein are the property of their respective owners. Nothing contained herein is intended to claim ownership of, title to, interest in or sponsorship of the owners of product(s) identified by logos, trademarks or service marks, whether or not registered, which are not specifically stated to be owned by eQ Technologic, Inc.