SlideShare a Scribd company logo
1 of 20
Download to read offline
MESA workshop
IT/OT Convergence: people,
organization and governance
Valentijn de Leeuw
Vice President
ARC Advisory Group
vdeleeuw@arcweb.com
AIOTI
ALLIANCE FOR INTERNET OF THINGS INNOVATION
Michel Devos
Independent consultant
MESA EMEA Board member
Michel.devos@mesconsult.be
The	power	of	knowing	what	MESAKNOWS	
Smart	Manufacturing	
Challenges	
•  Supply	Chain	Collabora/on		
(c)	MESA	Interna/onal	-	ARC	EIF	2016
The	power	of	knowing	what	MESAKNOWS	
Smart	Manufacturing	
Challenges	
•  Manufacturing	complexity	
(c)	MESA	Interna/onal	-	ARC	EIF	2016	
MTS	è	MTO,	ETO	
Regula9ons	
Collabora9ve	Robo9cs	
Mechatronics	
Agility	
Mass	Produc9on	-	Customiza9on
The	power	of	knowing	what	MESAKNOWS	
Smart	Manufacturing	
Challenges	
•  Lack	of	visibility	
v Combine	business	transac/onal	data	with	opera/onal	data	
•  Lack	of	flexibility	
v Enable	the	quick	change	of	the	processes	to	fit	with	
business	needs	
•  Lack	of	interoperability	&	root	cause	analysis	
v Create	correla/on	of	real-/me	data	from	closed,	
proprietary	systems	and	equipment	
(c)	MESA	Interna/onal	-	ARC	EIF	2016
The	power	of	knowing	what	MESAKNOWS	
Impacts	on	IT/OT	
•  «	Big	Data	»	
v More	and	more	data	to	be	collected	and	stored	over	long	
periods	
v Keep	a	high	level	of	integrity	and	availability	of	data	
•  Demand	on	IT/OT	resources	
v Escala/on	of	demand	for	applica/ons,	resources	and	
budget	
v Deployment	of	applica/ons	on	mobile	devices	
•  IT/OT	convergence	
v Organiza/onal	and	technical	implica/ons		
(c)	MESA	Interna/onal	-	ARC	EIF	2016
The	power	of	knowing	what	MESA	KNOWS	
The	Demand-Driven		
Manufacturing	Applica9ons	Gap	
	
	
Manufacturing	
2.0	
	
	
	
	
DDSN	Maturity		
Supply	Network	Dynamism	
	
Product/Mfg	Complexity	
Dynamic		
Mul9	Tier	
Collabora9on	
Mul9-Site	
(Owned)	
Single	Site	
(Owned)	
Dynamic	Single		
Supply	Chain	
Collabora9on	
Sta9c	
Internal	
Collabora9on	
MOM	
Local	Execu9on	
Global	Coordina9on	
1	
2	
ISA	
Degree	of	Contract	Mfg,	
Rate	of	NPDI	
Product	Mix,	
#	of	Mfg	Styles	MTS	 ETO	
3	
Mul9-Site	
(Owned	&	Contracted)	
©	2010	Gartner,	Inc.	and/or	its	Affiliates.	All	Rights	Reserved.		
(c)	MESA	Interna/onal	-	ARC	EIF	2016	
Smart	
Manufacturing
The	power	of	knowing	what	MESA	KNOWS	
Old	Tiers	of	IT	and	OT	
ERP	
Enterprise Information Technology
Manufacturing Operations Technology
PLM	 MES	
GPS	
SSO	
BI	
SCADA	
Energy	
Mgt	
OEE	
PLC	
Sensors	
Meters	
Need	for	convergence	!	
(c)	MESA	Interna/onal	-	ARC	EIF	2016
The	power	of	knowing	what	MESA	KNOWS	
New	IT	PlaTorms	for		
Smart	Manufacturing	
Smart	Machines	
Robots	
RFID	
Sensors	
3D	
Printers	
Workforce	Roles	
Supplier	Mgt	
Engineering	
Procurement	
Tooling	Mgt	
Opera/ons	
Quality	Mgt	
Facili/es	
Accoun/ng	
Services	
GPS	SSO	 BI	
Apps	
Make	Plan	 Source	
Energy	
Mgt	
Mgt	
Dash	
Design	 Receive	
Sustain	Plant	
Prev	
Maint	
Data	
Collect	
Schedule	 Purchase	
M2M+	A2A	+	B2B	
(c)	MESA	Interna/onal	-	ARC	EIF	2016
The	power	of	knowing	what	MESAKNOWS	
Align	Four	Domains	to	Achieve	
Manufacturing	Strategy	
•  IT	must	enable	business	in	achieving	its	
goals	
•  Instead	of	managing	IT	projects	in	isola/on,	
always	manage	projects	towards	these	
business	strategies	and	opera/ons	
capabili/es	
•  Take	into	ALL	roles	in	account	ALL	4	domains	
v  Processes,	Structure,	People,	IT		
•  Each	Domain	in	context	must	be	be	taken	
into	account	as	it	shapes	the	manufacturing	
strategy	
©	2011	Atos	Origin.	All	Rights	Reserved.		
(c)	MESA	Interna/onal	-	ARC	EIF	2016
The	power	of	knowing	what	MESA	KNOWS	
Before	and	AXer	MES/MOM	
”Bridging	the	Gap”?!	
Misalignment Gap
(c)	MESA	Interna/onal	-	ARC	EIF	2016
The	power	of	knowing	what	MESA	KNOWS	
Governance:	Align	IT,	
Opera9ons	and	Business	
(c)	MESA	Interna/onal	-	ARC	EIF	2016
The	power	of	knowing	what	MESA	KNOWS	
Organiza9on	and	Alignment		
of	Corporate	&	Plant	Priori9es	
Corporate Plant
IT
• System Integration,
Infrastructure Support &
Standards Compliance
• Rationalize Equipment
Data for Data Integrity
•Consolidates disparate
plant floor systems
•Minimizes shadow-IT
projects & resources
MFG
• Exceed Quality,
Production, Waste and
Cost targets
•Revenue improvements
Daily Production Schedule
Attainment
Expanded Capacity
•Cost improvements
Increased laborproductivity
Lowerplantexpenses
•Cash generation
Reduced inventory
Higherreturn on assets
Manufacturing
Systems
CoE
Group
(c)	MESA	Interna/onal	-	ARC	EIF	2016
The	power	of	knowing	what	MESAKNOWS	
CoE	members	from	All	Levels:	
Business	to	Shop	Floor	
•  Grounded	in	manufacturing	work	process	
requirements	
•  Integrated	with	na/onal	teams	
•  Understanding	of	unique	business	and	plant	
features	
•  Distributed	and	central	
•  Aware	of	interna/onal	and	na/onal	trends	
•  Connected	with	partner	groups	
•  Skilled	in	target	areas	
(c)	MESA	Interna/onal	-	ARC	EIF	2016
The	power	of	knowing	what	MESAKNOWS	
CoE	System	Scope	
Responsibility	
•  Finite	capacity	scheduling	(FCS)	
•  Manufacturing	metrics	and	repor/ng	System	
•  Enterprise	manufacturing	intelligence	(EMI)	System	
•  Mfg	opera/ons	work	process	management	
•  Plant	warehouse	management	system	(WMS)	
•  Enterprise	recipe	management	system	
•  Enterprise	batch	execu/on	system	
•  Total	produc/ve	maintenance	and	predic/ve	maintenance	system		
•  Quality	management	system	(QMS,	nonconformance)		
•  Track	&	trace	system	
•  SCADA	and	process	control	systems	
•  Plant	informa/on	and	industrial	networks	
•  Plant	data	historians	and	archives	
(c)	MESA	Interna/onal	-	ARC	EIF	2016
VISION, EXPERIENCE, ANSWERS FOR INDUSTRY © ARC Advisory Group • 15
ORGANIZATION AND
GOVERNANCE
VISION, EXPERIENCE, ANSWERS FOR INDUSTRY © ARC Advisory Group • 16
Organizational view of governance
• Organization
§ Practitioners
§ Support and expertise
§ Decision making
Asset	
Management	
CoE	&	Support	
Services	
Services	and	
Support	
func/ons	
Engineering	
BU	
Maintenance	
Security	
Enterprise	/
division	
Business	Commi]ee	 Technical	Commi]ee	
Risk	&	
Compliance	
OT	
Finance,	
HR,	..	
Asset	
Management	
Investment	
Central	
Security	
Experts	&	
Prac99oners	
Engineering	
support	
IT/OT	
IT	
Contractor	
Engineering	
IT/OT	
Mgt	Commi]ee	 Board
VISION, EXPERIENCE, ANSWERS FOR INDUSTRY © ARC Advisory Group • 17
Process view of governance
• IT/OT Performance
• Update
§ Needs and Requirements
§ Technical strategy
§ Business input
• Technical validation
• Business validation
§ Negotiation
§ Prioritization
§ Performance steering
§ Resource availability
• Strategic plan
• Execution
§ Planning
§ Resources assignment
TC
BC+TC
CoE
Support
Strategic		
Plan	
Monitoring
Measurement
Evaluation
Technology	
Strategy	
Approval	
Priori/za/on	
Planning	
Resources	
Priori/za/on	
Planning	
Resources	
Policy	
BU
Update
IT/OT
strategy
Short
term
planning
Exper/se	
Best	Prac/ces	
Risk	assessment	
Performance
Management
Corporate	Plan	
and	objec/ves	
Business	needs	
needs	
Clients
Society
Legislation
Requirements
Management
Strategic	
Plan	
Proposal	
Performance	
Short	
Term	
Plan	
Policy	
Proposal	
Policy	
Collection
Business
Needs
Support
Experts
Practitioners
BU project
Implementation
processes
Systems
Assets
Finance
Investment
planning
VISION, EXPERIENCE, ANSWERS FOR INDUSTRY © ARC Advisory Group • 18
NOTES
VISION, EXPERIENCE, ANSWERS FOR INDUSTRY © ARC Advisory Group • 19
Workshop discussion notes
• Supply chain integration
§ Regarding Manufacturing of goods and materials
§ Important aspect of competitiveness to have complex supply chain
networks especially across regions
§ End-to-End traceability (across supply chain networks)
• Increasing needs for flexibility, ability, complexity
§ Also keep it simple when possible (and use analytics and optimization to
damp supply chain volatility)
• Need for data warehouse of manufacturing information (time series
data plus events for context) plus OEE, plus quality plus …
§ Virtual versus distributed:
•  Trend in direction of a slingle DW to unload sites and ensure data backup
•  The art is to select and clean while extracting and fuel the DW with
information as opposed to data
§ kjhgfdsOpportunities: short term: reporting and historical analytics
§ Opportunities forward looking: predictive and prescriptive analytics
VISION, EXPERIENCE, ANSWERS FOR INDUSTRY © ARC Advisory Group • 20
Workshop meeting notes
• People factor
§ Focus or intent can block people to see/hear each other’s statements
§ Once back to factual, people need to agree on common dictionary,
possibly in different languages
• Googling production data
§ The information is not about objects but patterns. More difficult to find
§ Historians are not built for searches
• Governance
§ Aligning IT/business at corporate/stategic and plant/BU-tactiacl levels
§ Because of agility requirements, make sure the update frequence is
sufficent and/or the authority to make decisions at local level is
sufficent, and a mechanism for reconciliation with agreed plans exist.

More Related Content

What's hot

Crowdsourcing Approaches to Big Data Curation for Earth Sciences
Crowdsourcing Approaches to Big Data Curation for Earth SciencesCrowdsourcing Approaches to Big Data Curation for Earth Sciences
Crowdsourcing Approaches to Big Data Curation for Earth SciencesEdward Curry
 
Open Data Innovation in Smart Cities: Challenges and Trends
Open Data Innovation in Smart Cities: Challenges and TrendsOpen Data Innovation in Smart Cities: Challenges and Trends
Open Data Innovation in Smart Cities: Challenges and TrendsEdward Curry
 
Citizen Actuation For Lightweight Energy Management
Citizen Actuation For Lightweight Energy ManagementCitizen Actuation For Lightweight Energy Management
Citizen Actuation For Lightweight Energy ManagementEdward Curry
 
Dealing with Semantic Heterogeneity in Real-Time Information
Dealing with Semantic Heterogeneity in Real-Time InformationDealing with Semantic Heterogeneity in Real-Time Information
Dealing with Semantic Heterogeneity in Real-Time InformationEdward Curry
 
[Text Book] IoT Class Material - CoAP, OCF, and IoTivity
[Text Book] IoT Class Material - CoAP, OCF, and IoTivity[Text Book] IoT Class Material - CoAP, OCF, and IoTivity
[Text Book] IoT Class Material - CoAP, OCF, and IoTivityProf. Chung
 
Transforming the European Data Economy: A Strategic Research and Innovation A...
Transforming the European Data Economy: A Strategic Research and Innovation A...Transforming the European Data Economy: A Strategic Research and Innovation A...
Transforming the European Data Economy: A Strategic Research and Innovation A...Edward Curry
 
IoT Community - MassTLC - Harvard Business School joint open forum
IoT Community -  MassTLC - Harvard Business School joint open forumIoT Community -  MassTLC - Harvard Business School joint open forum
IoT Community - MassTLC - Harvard Business School joint open forumMassTLC
 
Intelligent Maintenance: Mapping the #IIoT Process
Intelligent Maintenance: Mapping the #IIoT ProcessIntelligent Maintenance: Mapping the #IIoT Process
Intelligent Maintenance: Mapping the #IIoT ProcessDan Yarmoluk
 
Tripwire Energy Working Group: Keynote w/Patrick Miller
Tripwire Energy Working Group: Keynote w/Patrick Miller Tripwire Energy Working Group: Keynote w/Patrick Miller
Tripwire Energy Working Group: Keynote w/Patrick Miller Tripwire
 
Approximate Semantic Matching of Heterogeneous Events
Approximate Semantic Matching of Heterogeneous EventsApproximate Semantic Matching of Heterogeneous Events
Approximate Semantic Matching of Heterogeneous EventsEdward Curry
 
Time for Your Compliance Check-Up: How Mercy Health Uses Tripwire to Pass Audits
Time for Your Compliance Check-Up: How Mercy Health Uses Tripwire to Pass AuditsTime for Your Compliance Check-Up: How Mercy Health Uses Tripwire to Pass Audits
Time for Your Compliance Check-Up: How Mercy Health Uses Tripwire to Pass AuditsTripwire
 
Smart Factory Technology Road Mapping Initiative_The Intent of Things and Ana...
Smart Factory Technology Road Mapping Initiative_The Intent of Things and Ana...Smart Factory Technology Road Mapping Initiative_The Intent of Things and Ana...
Smart Factory Technology Road Mapping Initiative_The Intent of Things and Ana...Paul Fechtelkotter
 
System of Systems Information Interoperability using a Linked Dataspace
System of Systems Information Interoperability using a Linked DataspaceSystem of Systems Information Interoperability using a Linked Dataspace
System of Systems Information Interoperability using a Linked DataspaceEdward Curry
 
Developing an Sustainable IT Capability: Lessons From Intel's Journey
Developing an Sustainable IT Capability: Lessons From Intel's JourneyDeveloping an Sustainable IT Capability: Lessons From Intel's Journey
Developing an Sustainable IT Capability: Lessons From Intel's JourneyEdward Curry
 
Challenges Ahead for Converging Financial Data
Challenges Ahead for Converging Financial DataChallenges Ahead for Converging Financial Data
Challenges Ahead for Converging Financial DataEdward Curry
 
Nicholas G. Carr - IT Doesnt Matter
Nicholas G. Carr - IT Doesnt MatterNicholas G. Carr - IT Doesnt Matter
Nicholas G. Carr - IT Doesnt MatterDejan Munjin
 
SLUA: Towards Semantic Linking of Users with Actions in Crowdsourcing
SLUA: Towards Semantic Linking of Users with Actions in CrowdsourcingSLUA: Towards Semantic Linking of Users with Actions in Crowdsourcing
SLUA: Towards Semantic Linking of Users with Actions in CrowdsourcingEdward Curry
 

What's hot (20)

Crowdsourcing Approaches to Big Data Curation for Earth Sciences
Crowdsourcing Approaches to Big Data Curation for Earth SciencesCrowdsourcing Approaches to Big Data Curation for Earth Sciences
Crowdsourcing Approaches to Big Data Curation for Earth Sciences
 
Open Data Innovation in Smart Cities: Challenges and Trends
Open Data Innovation in Smart Cities: Challenges and TrendsOpen Data Innovation in Smart Cities: Challenges and Trends
Open Data Innovation in Smart Cities: Challenges and Trends
 
Leveraging IOT and Latest Technologies
Leveraging IOT and Latest TechnologiesLeveraging IOT and Latest Technologies
Leveraging IOT and Latest Technologies
 
Citizen Actuation For Lightweight Energy Management
Citizen Actuation For Lightweight Energy ManagementCitizen Actuation For Lightweight Energy Management
Citizen Actuation For Lightweight Energy Management
 
Dealing with Semantic Heterogeneity in Real-Time Information
Dealing with Semantic Heterogeneity in Real-Time InformationDealing with Semantic Heterogeneity in Real-Time Information
Dealing with Semantic Heterogeneity in Real-Time Information
 
[Text Book] IoT Class Material - CoAP, OCF, and IoTivity
[Text Book] IoT Class Material - CoAP, OCF, and IoTivity[Text Book] IoT Class Material - CoAP, OCF, and IoTivity
[Text Book] IoT Class Material - CoAP, OCF, and IoTivity
 
Transforming the European Data Economy: A Strategic Research and Innovation A...
Transforming the European Data Economy: A Strategic Research and Innovation A...Transforming the European Data Economy: A Strategic Research and Innovation A...
Transforming the European Data Economy: A Strategic Research and Innovation A...
 
IoT Community - MassTLC - Harvard Business School joint open forum
IoT Community -  MassTLC - Harvard Business School joint open forumIoT Community -  MassTLC - Harvard Business School joint open forum
IoT Community - MassTLC - Harvard Business School joint open forum
 
Intelligent Maintenance: Mapping the #IIoT Process
Intelligent Maintenance: Mapping the #IIoT ProcessIntelligent Maintenance: Mapping the #IIoT Process
Intelligent Maintenance: Mapping the #IIoT Process
 
Tripwire Energy Working Group: Keynote w/Patrick Miller
Tripwire Energy Working Group: Keynote w/Patrick Miller Tripwire Energy Working Group: Keynote w/Patrick Miller
Tripwire Energy Working Group: Keynote w/Patrick Miller
 
Approximate Semantic Matching of Heterogeneous Events
Approximate Semantic Matching of Heterogeneous EventsApproximate Semantic Matching of Heterogeneous Events
Approximate Semantic Matching of Heterogeneous Events
 
Ornl IT
Ornl ITOrnl IT
Ornl IT
 
Time for Your Compliance Check-Up: How Mercy Health Uses Tripwire to Pass Audits
Time for Your Compliance Check-Up: How Mercy Health Uses Tripwire to Pass AuditsTime for Your Compliance Check-Up: How Mercy Health Uses Tripwire to Pass Audits
Time for Your Compliance Check-Up: How Mercy Health Uses Tripwire to Pass Audits
 
Smart Factory Technology Road Mapping Initiative_The Intent of Things and Ana...
Smart Factory Technology Road Mapping Initiative_The Intent of Things and Ana...Smart Factory Technology Road Mapping Initiative_The Intent of Things and Ana...
Smart Factory Technology Road Mapping Initiative_The Intent of Things and Ana...
 
System of Systems Information Interoperability using a Linked Dataspace
System of Systems Information Interoperability using a Linked DataspaceSystem of Systems Information Interoperability using a Linked Dataspace
System of Systems Information Interoperability using a Linked Dataspace
 
Developing an Sustainable IT Capability: Lessons From Intel's Journey
Developing an Sustainable IT Capability: Lessons From Intel's JourneyDeveloping an Sustainable IT Capability: Lessons From Intel's Journey
Developing an Sustainable IT Capability: Lessons From Intel's Journey
 
Challenges Ahead for Converging Financial Data
Challenges Ahead for Converging Financial DataChallenges Ahead for Converging Financial Data
Challenges Ahead for Converging Financial Data
 
Nicholas G. Carr - IT Doesnt Matter
Nicholas G. Carr - IT Doesnt MatterNicholas G. Carr - IT Doesnt Matter
Nicholas G. Carr - IT Doesnt Matter
 
SLUA: Towards Semantic Linking of Users with Actions in Crowdsourcing
SLUA: Towards Semantic Linking of Users with Actions in CrowdsourcingSLUA: Towards Semantic Linking of Users with Actions in Crowdsourcing
SLUA: Towards Semantic Linking of Users with Actions in Crowdsourcing
 
Cim 4.0 putting things in perspective
Cim 4.0   putting things in perspectiveCim 4.0   putting things in perspective
Cim 4.0 putting things in perspective
 

Similar to MESA workshop ARC Europe Industry Forum 2016

Building a Logical Data Fabric using Data Virtualization (ASEAN)
Building a Logical Data Fabric using Data Virtualization (ASEAN)Building a Logical Data Fabric using Data Virtualization (ASEAN)
Building a Logical Data Fabric using Data Virtualization (ASEAN)Denodo
 
Future of Making Things
Future of Making ThingsFuture of Making Things
Future of Making ThingsJC Davis
 
Flash session -streaming--ses1243-lon
Flash session -streaming--ses1243-lonFlash session -streaming--ses1243-lon
Flash session -streaming--ses1243-lonJeffrey T. Pollock
 
Denodo DataFest 2016: Big Data Virtualization in the Cloud
Denodo DataFest 2016: Big Data Virtualization in the CloudDenodo DataFest 2016: Big Data Virtualization in the Cloud
Denodo DataFest 2016: Big Data Virtualization in the CloudDenodo
 
How Financial Institutions Are Leveraging Data Virtualization to Overcome the...
How Financial Institutions Are Leveraging Data Virtualization to Overcome the...How Financial Institutions Are Leveraging Data Virtualization to Overcome the...
How Financial Institutions Are Leveraging Data Virtualization to Overcome the...Denodo
 
Data Virtualization. An Introduction (ASEAN)
Data Virtualization. An Introduction (ASEAN)Data Virtualization. An Introduction (ASEAN)
Data Virtualization. An Introduction (ASEAN)Denodo
 
Analyst Webinar: Discover how a logical data fabric helps organizations avoid...
Analyst Webinar: Discover how a logical data fabric helps organizations avoid...Analyst Webinar: Discover how a logical data fabric helps organizations avoid...
Analyst Webinar: Discover how a logical data fabric helps organizations avoid...Denodo
 
Modern Data Architecture
Modern Data Architecture Modern Data Architecture
Modern Data Architecture Mark Hewitt
 
IT Performance Management Handbook for CIOs
IT Performance Management Handbook for CIOsIT Performance Management Handbook for CIOs
IT Performance Management Handbook for CIOsVikram Ramesh
 
The Dirty Work -- Why Data Must Be Reconciled
The Dirty Work -- Why Data Must Be ReconciledThe Dirty Work -- Why Data Must Be Reconciled
The Dirty Work -- Why Data Must Be ReconciledInside Analysis
 
3 Reasons Data Virtualization Matters in Your Portfolio
3 Reasons Data Virtualization Matters in Your Portfolio3 Reasons Data Virtualization Matters in Your Portfolio
3 Reasons Data Virtualization Matters in Your PortfolioDenodo
 
Simplifying Building Automation: Leveraging Semantic Tagging with a New Breed...
Simplifying Building Automation: Leveraging Semantic Tagging with a New Breed...Simplifying Building Automation: Leveraging Semantic Tagging with a New Breed...
Simplifying Building Automation: Leveraging Semantic Tagging with a New Breed...Memoori
 
Matt McIlwain opening keynote
Matt McIlwain opening keynoteMatt McIlwain opening keynote
Matt McIlwain opening keynoteSeattleSIM
 
Modernising the data warehouse - January 2019
Modernising the data warehouse - January 2019Modernising the data warehouse - January 2019
Modernising the data warehouse - January 2019Phil Watt
 
Modernizing the Analytics and Data Science Lifecycle for the Scalable Enterpr...
Modernizing the Analytics and Data Science Lifecycle for the Scalable Enterpr...Modernizing the Analytics and Data Science Lifecycle for the Scalable Enterpr...
Modernizing the Analytics and Data Science Lifecycle for the Scalable Enterpr...Data Con LA
 
ADV Slides: Platforming Your Data for Success – Databases, Hadoop, Managed Ha...
ADV Slides: Platforming Your Data for Success – Databases, Hadoop, Managed Ha...ADV Slides: Platforming Your Data for Success – Databases, Hadoop, Managed Ha...
ADV Slides: Platforming Your Data for Success – Databases, Hadoop, Managed Ha...DATAVERSITY
 
Quicker Insights and Sustainable Business Agility Powered By Data Virtualizat...
Quicker Insights and Sustainable Business Agility Powered By Data Virtualizat...Quicker Insights and Sustainable Business Agility Powered By Data Virtualizat...
Quicker Insights and Sustainable Business Agility Powered By Data Virtualizat...Denodo
 
Belgium & Luxembourg dedicated online Data Virtualization discovery workshop
Belgium & Luxembourg dedicated online Data Virtualization discovery workshopBelgium & Luxembourg dedicated online Data Virtualization discovery workshop
Belgium & Luxembourg dedicated online Data Virtualization discovery workshopDenodo
 
2022 Trends in Enterprise Analytics
2022 Trends in Enterprise Analytics2022 Trends in Enterprise Analytics
2022 Trends in Enterprise AnalyticsDATAVERSITY
 

Similar to MESA workshop ARC Europe Industry Forum 2016 (20)

Building a Logical Data Fabric using Data Virtualization (ASEAN)
Building a Logical Data Fabric using Data Virtualization (ASEAN)Building a Logical Data Fabric using Data Virtualization (ASEAN)
Building a Logical Data Fabric using Data Virtualization (ASEAN)
 
Future of Making Things
Future of Making ThingsFuture of Making Things
Future of Making Things
 
Flash session -streaming--ses1243-lon
Flash session -streaming--ses1243-lonFlash session -streaming--ses1243-lon
Flash session -streaming--ses1243-lon
 
Denodo DataFest 2016: Big Data Virtualization in the Cloud
Denodo DataFest 2016: Big Data Virtualization in the CloudDenodo DataFest 2016: Big Data Virtualization in the Cloud
Denodo DataFest 2016: Big Data Virtualization in the Cloud
 
How Financial Institutions Are Leveraging Data Virtualization to Overcome the...
How Financial Institutions Are Leveraging Data Virtualization to Overcome the...How Financial Institutions Are Leveraging Data Virtualization to Overcome the...
How Financial Institutions Are Leveraging Data Virtualization to Overcome the...
 
Data Virtualization. An Introduction (ASEAN)
Data Virtualization. An Introduction (ASEAN)Data Virtualization. An Introduction (ASEAN)
Data Virtualization. An Introduction (ASEAN)
 
Analyst Webinar: Discover how a logical data fabric helps organizations avoid...
Analyst Webinar: Discover how a logical data fabric helps organizations avoid...Analyst Webinar: Discover how a logical data fabric helps organizations avoid...
Analyst Webinar: Discover how a logical data fabric helps organizations avoid...
 
Modern Data Architecture
Modern Data Architecture Modern Data Architecture
Modern Data Architecture
 
IT Performance Management Handbook for CIOs
IT Performance Management Handbook for CIOsIT Performance Management Handbook for CIOs
IT Performance Management Handbook for CIOs
 
The Dirty Work -- Why Data Must Be Reconciled
The Dirty Work -- Why Data Must Be ReconciledThe Dirty Work -- Why Data Must Be Reconciled
The Dirty Work -- Why Data Must Be Reconciled
 
3 Reasons Data Virtualization Matters in Your Portfolio
3 Reasons Data Virtualization Matters in Your Portfolio3 Reasons Data Virtualization Matters in Your Portfolio
3 Reasons Data Virtualization Matters in Your Portfolio
 
Simplifying Building Automation: Leveraging Semantic Tagging with a New Breed...
Simplifying Building Automation: Leveraging Semantic Tagging with a New Breed...Simplifying Building Automation: Leveraging Semantic Tagging with a New Breed...
Simplifying Building Automation: Leveraging Semantic Tagging with a New Breed...
 
Matt McIlwain opening keynote
Matt McIlwain opening keynoteMatt McIlwain opening keynote
Matt McIlwain opening keynote
 
Modernising the data warehouse - January 2019
Modernising the data warehouse - January 2019Modernising the data warehouse - January 2019
Modernising the data warehouse - January 2019
 
Modernizing the Analytics and Data Science Lifecycle for the Scalable Enterpr...
Modernizing the Analytics and Data Science Lifecycle for the Scalable Enterpr...Modernizing the Analytics and Data Science Lifecycle for the Scalable Enterpr...
Modernizing the Analytics and Data Science Lifecycle for the Scalable Enterpr...
 
ADV Slides: Platforming Your Data for Success – Databases, Hadoop, Managed Ha...
ADV Slides: Platforming Your Data for Success – Databases, Hadoop, Managed Ha...ADV Slides: Platforming Your Data for Success – Databases, Hadoop, Managed Ha...
ADV Slides: Platforming Your Data for Success – Databases, Hadoop, Managed Ha...
 
NBSintro2013
NBSintro2013NBSintro2013
NBSintro2013
 
Quicker Insights and Sustainable Business Agility Powered By Data Virtualizat...
Quicker Insights and Sustainable Business Agility Powered By Data Virtualizat...Quicker Insights and Sustainable Business Agility Powered By Data Virtualizat...
Quicker Insights and Sustainable Business Agility Powered By Data Virtualizat...
 
Belgium & Luxembourg dedicated online Data Virtualization discovery workshop
Belgium & Luxembourg dedicated online Data Virtualization discovery workshopBelgium & Luxembourg dedicated online Data Virtualization discovery workshop
Belgium & Luxembourg dedicated online Data Virtualization discovery workshop
 
2022 Trends in Enterprise Analytics
2022 Trends in Enterprise Analytics2022 Trends in Enterprise Analytics
2022 Trends in Enterprise Analytics
 

More from Valentijn de Leeuw

Emotional intelligence skills and top skills for technical profiles
Emotional intelligence skills and top skills for technical profilesEmotional intelligence skills and top skills for technical profiles
Emotional intelligence skills and top skills for technical profilesValentijn de Leeuw
 
Déterminer son profil émotionnel selon Richard Davidson
Déterminer son profil émotionnel selon Richard DavidsonDéterminer son profil émotionnel selon Richard Davidson
Déterminer son profil émotionnel selon Richard DavidsonValentijn de Leeuw
 
Gérer les personnalités difficiles
Gérer les personnalités difficilesGérer les personnalités difficiles
Gérer les personnalités difficilesValentijn de Leeuw
 
Literature management - Management and leadership references and reading
Literature management - Management and leadership references and readingLiterature management - Management and leadership references and reading
Literature management - Management and leadership references and readingValentijn de Leeuw
 
Performance Appraisal Template
Performance Appraisal TemplatePerformance Appraisal Template
Performance Appraisal TemplateValentijn de Leeuw
 
Richard Davidson's Emotional Styles
Richard Davidson's Emotional StylesRichard Davidson's Emotional Styles
Richard Davidson's Emotional StylesValentijn de Leeuw
 
WIB March 2016 de Leeuw Focus on basics: simple, robust and safe automation a...
WIB March 2016 de Leeuw Focus on basics: simple, robust and safe automation a...WIB March 2016 de Leeuw Focus on basics: simple, robust and safe automation a...
WIB March 2016 de Leeuw Focus on basics: simple, robust and safe automation a...Valentijn de Leeuw
 
My preferred books on management, leadership applied psychology and emotional...
My preferred books on management, leadership applied psychology and emotional...My preferred books on management, leadership applied psychology and emotional...
My preferred books on management, leadership applied psychology and emotional...Valentijn de Leeuw
 
Bibliographie intelligence émotionnelle - References Emotional Intelligence
Bibliographie intelligence émotionnelle - References Emotional IntelligenceBibliographie intelligence émotionnelle - References Emotional Intelligence
Bibliographie intelligence émotionnelle - References Emotional IntelligenceValentijn de Leeuw
 
Screen shots and Flip Charts during Learning Tree 906 in English
Screen shots and Flip Charts during Learning Tree 906 in EnglishScreen shots and Flip Charts during Learning Tree 906 in English
Screen shots and Flip Charts during Learning Tree 906 in EnglishValentijn de Leeuw
 
Management role model: improvement opportunities by Mintzberg
Management role model: improvement opportunities by MintzbergManagement role model: improvement opportunities by Mintzberg
Management role model: improvement opportunities by MintzbergValentijn de Leeuw
 
Autoevaluation competences et suivi
Autoevaluation competences et suiviAutoevaluation competences et suivi
Autoevaluation competences et suiviValentijn de Leeuw
 

More from Valentijn de Leeuw (20)

Emotional intelligence skills and top skills for technical profiles
Emotional intelligence skills and top skills for technical profilesEmotional intelligence skills and top skills for technical profiles
Emotional intelligence skills and top skills for technical profiles
 
LTI 902 brm chapter summaries
LTI 902 brm chapter summariesLTI 902 brm chapter summaries
LTI 902 brm chapter summaries
 
It governance process
It governance processIt governance process
It governance process
 
222 RCC
222 RCC222 RCC
222 RCC
 
222 differences
222 differences222 differences
222 differences
 
Déterminer son profil émotionnel selon Richard Davidson
Déterminer son profil émotionnel selon Richard DavidsonDéterminer son profil émotionnel selon Richard Davidson
Déterminer son profil émotionnel selon Richard Davidson
 
Gérer les personnalités difficiles
Gérer les personnalités difficilesGérer les personnalités difficiles
Gérer les personnalités difficiles
 
Literature management - Management and leadership references and reading
Literature management - Management and leadership references and readingLiterature management - Management and leadership references and reading
Literature management - Management and leadership references and reading
 
Performance Appraisal Template
Performance Appraisal TemplatePerformance Appraisal Template
Performance Appraisal Template
 
Richard Davidson's Emotional Styles
Richard Davidson's Emotional StylesRichard Davidson's Emotional Styles
Richard Davidson's Emotional Styles
 
WIB March 2016 de Leeuw Focus on basics: simple, robust and safe automation a...
WIB March 2016 de Leeuw Focus on basics: simple, robust and safe automation a...WIB March 2016 de Leeuw Focus on basics: simple, robust and safe automation a...
WIB March 2016 de Leeuw Focus on basics: simple, robust and safe automation a...
 
Emotional intelligence skills
Emotional intelligence skillsEmotional intelligence skills
Emotional intelligence skills
 
Emotional conditioning
Emotional conditioningEmotional conditioning
Emotional conditioning
 
My preferred books on management, leadership applied psychology and emotional...
My preferred books on management, leadership applied psychology and emotional...My preferred books on management, leadership applied psychology and emotional...
My preferred books on management, leadership applied psychology and emotional...
 
Bibliographie intelligence émotionnelle - References Emotional Intelligence
Bibliographie intelligence émotionnelle - References Emotional IntelligenceBibliographie intelligence émotionnelle - References Emotional Intelligence
Bibliographie intelligence émotionnelle - References Emotional Intelligence
 
Screen shots and Flip Charts during Learning Tree 906 in English
Screen shots and Flip Charts during Learning Tree 906 in EnglishScreen shots and Flip Charts during Learning Tree 906 in English
Screen shots and Flip Charts during Learning Tree 906 in English
 
Management role model: improvement opportunities by Mintzberg
Management role model: improvement opportunities by MintzbergManagement role model: improvement opportunities by Mintzberg
Management role model: improvement opportunities by Mintzberg
 
Compétences émotionnelles
Compétences émotionnellesCompétences émotionnelles
Compétences émotionnelles
 
Autoevaluation competences et suivi
Autoevaluation competences et suiviAutoevaluation competences et suivi
Autoevaluation competences et suivi
 
Bien-être au travail
Bien-être au travailBien-être au travail
Bien-être au travail
 

Recently uploaded

Keppel Ltd. 1Q 2024 Business Update Presentation Slides
Keppel Ltd. 1Q 2024 Business Update  Presentation SlidesKeppel Ltd. 1Q 2024 Business Update  Presentation Slides
Keppel Ltd. 1Q 2024 Business Update Presentation SlidesKeppelCorporation
 
Youth Involvement in an Innovative Coconut Value Chain by Mwalimu Menza
Youth Involvement in an Innovative Coconut Value Chain by Mwalimu MenzaYouth Involvement in an Innovative Coconut Value Chain by Mwalimu Menza
Youth Involvement in an Innovative Coconut Value Chain by Mwalimu Menzaictsugar
 
RE Capital's Visionary Leadership under Newman Leech
RE Capital's Visionary Leadership under Newman LeechRE Capital's Visionary Leadership under Newman Leech
RE Capital's Visionary Leadership under Newman LeechNewman George Leech
 
Call Girls In Sikandarpur Gurgaon ❤️8860477959_Russian 100% Genuine Escorts I...
Call Girls In Sikandarpur Gurgaon ❤️8860477959_Russian 100% Genuine Escorts I...Call Girls In Sikandarpur Gurgaon ❤️8860477959_Russian 100% Genuine Escorts I...
Call Girls In Sikandarpur Gurgaon ❤️8860477959_Russian 100% Genuine Escorts I...lizamodels9
 
Lean: From Theory to Practice — One City’s (and Library’s) Lean Story… Abridged
Lean: From Theory to Practice — One City’s (and Library’s) Lean Story… AbridgedLean: From Theory to Practice — One City’s (and Library’s) Lean Story… Abridged
Lean: From Theory to Practice — One City’s (and Library’s) Lean Story… AbridgedKaiNexus
 
India Consumer 2024 Redacted Sample Report
India Consumer 2024 Redacted Sample ReportIndia Consumer 2024 Redacted Sample Report
India Consumer 2024 Redacted Sample ReportMintel Group
 
The CMO Survey - Highlights and Insights Report - Spring 2024
The CMO Survey - Highlights and Insights Report - Spring 2024The CMO Survey - Highlights and Insights Report - Spring 2024
The CMO Survey - Highlights and Insights Report - Spring 2024christinemoorman
 
Call Girls Miyapur 7001305949 all area service COD available Any Time
Call Girls Miyapur 7001305949 all area service COD available Any TimeCall Girls Miyapur 7001305949 all area service COD available Any Time
Call Girls Miyapur 7001305949 all area service COD available Any Timedelhimodelshub1
 
Intro to BCG's Carbon Emissions Benchmark_vF.pdf
Intro to BCG's Carbon Emissions Benchmark_vF.pdfIntro to BCG's Carbon Emissions Benchmark_vF.pdf
Intro to BCG's Carbon Emissions Benchmark_vF.pdfpollardmorgan
 
/:Call Girls In Indirapuram Ghaziabad ➥9990211544 Independent Best Escorts In...
/:Call Girls In Indirapuram Ghaziabad ➥9990211544 Independent Best Escorts In.../:Call Girls In Indirapuram Ghaziabad ➥9990211544 Independent Best Escorts In...
/:Call Girls In Indirapuram Ghaziabad ➥9990211544 Independent Best Escorts In...lizamodels9
 
8447779800, Low rate Call girls in Tughlakabad Delhi NCR
8447779800, Low rate Call girls in Tughlakabad Delhi NCR8447779800, Low rate Call girls in Tughlakabad Delhi NCR
8447779800, Low rate Call girls in Tughlakabad Delhi NCRashishs7044
 
Organizational Structure Running A Successful Business
Organizational Structure Running A Successful BusinessOrganizational Structure Running A Successful Business
Organizational Structure Running A Successful BusinessSeta Wicaksana
 
8447779800, Low rate Call girls in Kotla Mubarakpur Delhi NCR
8447779800, Low rate Call girls in Kotla Mubarakpur Delhi NCR8447779800, Low rate Call girls in Kotla Mubarakpur Delhi NCR
8447779800, Low rate Call girls in Kotla Mubarakpur Delhi NCRashishs7044
 
(Best) ENJOY Call Girls in Faridabad Ex | 8377087607
(Best) ENJOY Call Girls in Faridabad Ex | 8377087607(Best) ENJOY Call Girls in Faridabad Ex | 8377087607
(Best) ENJOY Call Girls in Faridabad Ex | 8377087607dollysharma2066
 
Call Girls In Connaught Place Delhi ❤️88604**77959_Russian 100% Genuine Escor...
Call Girls In Connaught Place Delhi ❤️88604**77959_Russian 100% Genuine Escor...Call Girls In Connaught Place Delhi ❤️88604**77959_Russian 100% Genuine Escor...
Call Girls In Connaught Place Delhi ❤️88604**77959_Russian 100% Genuine Escor...lizamodels9
 
Progress Report - Oracle Database Analyst Summit
Progress  Report - Oracle Database Analyst SummitProgress  Report - Oracle Database Analyst Summit
Progress Report - Oracle Database Analyst SummitHolger Mueller
 
Marketing Management Business Plan_My Sweet Creations
Marketing Management Business Plan_My Sweet CreationsMarketing Management Business Plan_My Sweet Creations
Marketing Management Business Plan_My Sweet Creationsnakalysalcedo61
 
(8264348440) 🔝 Call Girls In Mahipalpur 🔝 Delhi NCR
(8264348440) 🔝 Call Girls In Mahipalpur 🔝 Delhi NCR(8264348440) 🔝 Call Girls In Mahipalpur 🔝 Delhi NCR
(8264348440) 🔝 Call Girls In Mahipalpur 🔝 Delhi NCRsoniya singh
 
FULL ENJOY Call girls in Paharganj Delhi | 8377087607
FULL ENJOY Call girls in Paharganj Delhi | 8377087607FULL ENJOY Call girls in Paharganj Delhi | 8377087607
FULL ENJOY Call girls in Paharganj Delhi | 8377087607dollysharma2066
 
Annual General Meeting Presentation Slides
Annual General Meeting Presentation SlidesAnnual General Meeting Presentation Slides
Annual General Meeting Presentation SlidesKeppelCorporation
 

Recently uploaded (20)

Keppel Ltd. 1Q 2024 Business Update Presentation Slides
Keppel Ltd. 1Q 2024 Business Update  Presentation SlidesKeppel Ltd. 1Q 2024 Business Update  Presentation Slides
Keppel Ltd. 1Q 2024 Business Update Presentation Slides
 
Youth Involvement in an Innovative Coconut Value Chain by Mwalimu Menza
Youth Involvement in an Innovative Coconut Value Chain by Mwalimu MenzaYouth Involvement in an Innovative Coconut Value Chain by Mwalimu Menza
Youth Involvement in an Innovative Coconut Value Chain by Mwalimu Menza
 
RE Capital's Visionary Leadership under Newman Leech
RE Capital's Visionary Leadership under Newman LeechRE Capital's Visionary Leadership under Newman Leech
RE Capital's Visionary Leadership under Newman Leech
 
Call Girls In Sikandarpur Gurgaon ❤️8860477959_Russian 100% Genuine Escorts I...
Call Girls In Sikandarpur Gurgaon ❤️8860477959_Russian 100% Genuine Escorts I...Call Girls In Sikandarpur Gurgaon ❤️8860477959_Russian 100% Genuine Escorts I...
Call Girls In Sikandarpur Gurgaon ❤️8860477959_Russian 100% Genuine Escorts I...
 
Lean: From Theory to Practice — One City’s (and Library’s) Lean Story… Abridged
Lean: From Theory to Practice — One City’s (and Library’s) Lean Story… AbridgedLean: From Theory to Practice — One City’s (and Library’s) Lean Story… Abridged
Lean: From Theory to Practice — One City’s (and Library’s) Lean Story… Abridged
 
India Consumer 2024 Redacted Sample Report
India Consumer 2024 Redacted Sample ReportIndia Consumer 2024 Redacted Sample Report
India Consumer 2024 Redacted Sample Report
 
The CMO Survey - Highlights and Insights Report - Spring 2024
The CMO Survey - Highlights and Insights Report - Spring 2024The CMO Survey - Highlights and Insights Report - Spring 2024
The CMO Survey - Highlights and Insights Report - Spring 2024
 
Call Girls Miyapur 7001305949 all area service COD available Any Time
Call Girls Miyapur 7001305949 all area service COD available Any TimeCall Girls Miyapur 7001305949 all area service COD available Any Time
Call Girls Miyapur 7001305949 all area service COD available Any Time
 
Intro to BCG's Carbon Emissions Benchmark_vF.pdf
Intro to BCG's Carbon Emissions Benchmark_vF.pdfIntro to BCG's Carbon Emissions Benchmark_vF.pdf
Intro to BCG's Carbon Emissions Benchmark_vF.pdf
 
/:Call Girls In Indirapuram Ghaziabad ➥9990211544 Independent Best Escorts In...
/:Call Girls In Indirapuram Ghaziabad ➥9990211544 Independent Best Escorts In.../:Call Girls In Indirapuram Ghaziabad ➥9990211544 Independent Best Escorts In...
/:Call Girls In Indirapuram Ghaziabad ➥9990211544 Independent Best Escorts In...
 
8447779800, Low rate Call girls in Tughlakabad Delhi NCR
8447779800, Low rate Call girls in Tughlakabad Delhi NCR8447779800, Low rate Call girls in Tughlakabad Delhi NCR
8447779800, Low rate Call girls in Tughlakabad Delhi NCR
 
Organizational Structure Running A Successful Business
Organizational Structure Running A Successful BusinessOrganizational Structure Running A Successful Business
Organizational Structure Running A Successful Business
 
8447779800, Low rate Call girls in Kotla Mubarakpur Delhi NCR
8447779800, Low rate Call girls in Kotla Mubarakpur Delhi NCR8447779800, Low rate Call girls in Kotla Mubarakpur Delhi NCR
8447779800, Low rate Call girls in Kotla Mubarakpur Delhi NCR
 
(Best) ENJOY Call Girls in Faridabad Ex | 8377087607
(Best) ENJOY Call Girls in Faridabad Ex | 8377087607(Best) ENJOY Call Girls in Faridabad Ex | 8377087607
(Best) ENJOY Call Girls in Faridabad Ex | 8377087607
 
Call Girls In Connaught Place Delhi ❤️88604**77959_Russian 100% Genuine Escor...
Call Girls In Connaught Place Delhi ❤️88604**77959_Russian 100% Genuine Escor...Call Girls In Connaught Place Delhi ❤️88604**77959_Russian 100% Genuine Escor...
Call Girls In Connaught Place Delhi ❤️88604**77959_Russian 100% Genuine Escor...
 
Progress Report - Oracle Database Analyst Summit
Progress  Report - Oracle Database Analyst SummitProgress  Report - Oracle Database Analyst Summit
Progress Report - Oracle Database Analyst Summit
 
Marketing Management Business Plan_My Sweet Creations
Marketing Management Business Plan_My Sweet CreationsMarketing Management Business Plan_My Sweet Creations
Marketing Management Business Plan_My Sweet Creations
 
(8264348440) 🔝 Call Girls In Mahipalpur 🔝 Delhi NCR
(8264348440) 🔝 Call Girls In Mahipalpur 🔝 Delhi NCR(8264348440) 🔝 Call Girls In Mahipalpur 🔝 Delhi NCR
(8264348440) 🔝 Call Girls In Mahipalpur 🔝 Delhi NCR
 
FULL ENJOY Call girls in Paharganj Delhi | 8377087607
FULL ENJOY Call girls in Paharganj Delhi | 8377087607FULL ENJOY Call girls in Paharganj Delhi | 8377087607
FULL ENJOY Call girls in Paharganj Delhi | 8377087607
 
Annual General Meeting Presentation Slides
Annual General Meeting Presentation SlidesAnnual General Meeting Presentation Slides
Annual General Meeting Presentation Slides
 

MESA workshop ARC Europe Industry Forum 2016