SlideShare a Scribd company logo
1 of 2
COPYRIGHT 2015 PUBLISHED @ChandanRajah
Catalysing Sector Advantage
By Chandan Rajah, Technology Expert and Advisor @ Digital Catapult
Since the advent of the Big Data revolution, with the creation of Hadoop, most
companies are successful leveraging their data to create additional value. Some other
firms, like Netflix and Amazon, are successful using the data insight as competitive
advantage to increase consumer willingness to pay. Fewer organisations, like Oracle,
IBM and HP, are able to derive corporate advantage from the data layer by centralising
data analytics capabilities across business units and/or portfolio companies. It’s clear
that this model can be extended across organisations within a broad sector grouping to
create Sector Advantage by combining the data they hold with each other.
While regulators frown at horizontal synergies between potential competitors for fear of
collusion, they are quite open to vertical synergies up and down the value chain. Firms
are beginning to see this potential and attribute resources to exploring opportunities for
sector advantage. Nevertheless, apprehension still exists from the company’s point of
view typically on one of these three dimensions. Firstly, how valuable it is to combine
data up and down the value chain with other organisations? Secondly, where should
this data be hosted to ensure there is no loss of competitive advantage until models of
long-term engagement are formalised? Finally, how could this activity be legally
executed at arms length until the value gain has been demonstrated and contracts are
formalised? The Digital Catapult hopes to address all these concerns with its Data
Catalyser initiative and create widespread opportunities for sector advantage.
Estimating the potential value of combining data, thus predicting the outcome before
the actual event, is not an easy task. Yet, we see companies like Sky extracting
significant sector advantage from data relationships with Clarity Blue and Zeebox and
later acquiring them to internalise it. GlaxoSmithKline actively manages its supply chain
to maximise operational efficiency and increase its sector advantage synergising
throughout the supply chain. UPS, through an open competition, was able to reduce its
fuel footprint quite dramatically by leveraging the innovation held in a transport
technology start-up thereby creating sector advantage. At the Digital Catapult, we
understand that innovative data exploration is the key making these synergies
successful and sector advantage possible. Large organisations typically do not explore
data combination opportunities as much as small organisations do. However, greater
value is usually extracted when two larger organisations combining their data as
compared to their smaller counterparts. Yet, the innovation to extract that value is
usually found more abundantly within the small and medium sized enterprises (SME).
What if, one or more large organisations could grant access to their combined data in a
secure way for SMEs to explore under the premise that any value found would lead to a
combined value sharing opportunity amongst all parties? The Digital Catapult’s Data
Catalyser offers a technical, legal and procedural framework to combine data in
innovative ways allowing SMEs to extract hidden value from corporate data to create
sector advantage.
Hosting the combined data without losing competitive advantage is tough. The issue is
the degree of trust each organisations has on the other. On the one extreme,
organisations trust each other to hold the others data without exploiting it, while on the
other extreme, organisations demand the creation of a separate legal entity to hold this
COPYRIGHT 2015 PUBLISHED @ChandanRajah
data and exploit it with no liability flowing to the parent organisations. Either ends of the
spectrum are usually not feasible.
What if, this activity could be structured and executed by a neutral party that has no
competitive advantage to gain by having access to the data and insight of either
organisation? The Digital Catapult is a not-for-profit national organisation neutral to all
players in the industry. The Data Catalyser is a secure hosted big data analytics solution
that prevents organisations providing data (aka Data Providers) from accessing each
other’s data. Access to the combined data is available only to preselected SMEs (aka
Insight Producers) through a tightly controlled and monitored web interface. The tools
available to Insight Producers to analyse this data a vetted by security professionals and
the platform is certified to meet the level of security needed for this activity to be
conducted.
Technically speaking, the Data Catalyser is a Hadoop cluster shrouded by multiple
layers of security. Data from Data Providers is held within the most secure boundaries
with fine-grained access restrictions applied to it. Access the data is provided through a
controlled and monitored web interface secured by SSL and authenticated by digital
certificates. Actions are tracked through the ecosystem right down to the network level
using Kerberos linked to certificate identifiers. Insight Producers have access to R,
Python and SQL for data analytics and visualisation of insight.
The Digital Catapult offers a complete solution to ensure that engagement between
organisations providing data stays at arms length. The solutions compromises of
template contracts and best practices along with project execution capabilities. On a
scale, we offer a strong room approach to analytics wherein no data can be accessed
or leaves the confines of a physical space, or, a cloud hosted solution that has detailed
access controls and auditing to monitor access to the data and insight. We offer an
extended data licensing service to allow providers leave their data on the platform for
longer creating an opportunity for future gains through value creation currently unseen.

More Related Content

What's hot

Data Monetization– Mine data & Track Telecom customer behavior
Data Monetization– Mine data & Track Telecom customer behaviorData Monetization– Mine data & Track Telecom customer behavior
Data Monetization– Mine data & Track Telecom customer behaviorMahindra Comviva
 
Delivering data you can trust for data privacy
Delivering data you can trust for data privacy Delivering data you can trust for data privacy
Delivering data you can trust for data privacy Jean-Michel Franco
 
Data monetization webinar
Data monetization webinarData monetization webinar
Data monetization webinarKaran Sachdeva
 
Tiger graph 2021 corporate overview [read only]
Tiger graph 2021 corporate overview [read only]Tiger graph 2021 corporate overview [read only]
Tiger graph 2021 corporate overview [read only]ercan5
 
Big Data: Real-life Examples of Business Value Generation
Big Data: Real-life Examples of Business Value GenerationBig Data: Real-life Examples of Business Value Generation
Big Data: Real-life Examples of Business Value GenerationCapgemini
 
Building new business models through big data dec 06 2012
Building new business models through big data   dec 06 2012Building new business models through big data   dec 06 2012
Building new business models through big data dec 06 2012Aki Balogh
 
2019 Enterprise IT Predictions
2019 Enterprise IT Predictions2019 Enterprise IT Predictions
2019 Enterprise IT PredictionsMike Pastore
 
Data Virtualization: Fulfilling The Digital Transformation Requirement In Ban...
Data Virtualization: Fulfilling The Digital Transformation Requirement In Ban...Data Virtualization: Fulfilling The Digital Transformation Requirement In Ban...
Data Virtualization: Fulfilling The Digital Transformation Requirement In Ban...Denodo
 
Banker 20 page 38 (BS)
Banker 20 page 38 (BS)Banker 20 page 38 (BS)
Banker 20 page 38 (BS)Siyanda Pali
 
Dubai Big Data in Finance, Intro to Hadoop 2-Apr-14 - Michael Segel
Dubai Big Data in Finance, Intro to Hadoop 2-Apr-14 - Michael SegelDubai Big Data in Finance, Intro to Hadoop 2-Apr-14 - Michael Segel
Dubai Big Data in Finance, Intro to Hadoop 2-Apr-14 - Michael SegelMichael Segel
 
Enabling Big Data with Data-Level Security:The Cloud Analytics Reference Arch...
Enabling Big Data with Data-Level Security:The Cloud Analytics Reference Arch...Enabling Big Data with Data-Level Security:The Cloud Analytics Reference Arch...
Enabling Big Data with Data-Level Security:The Cloud Analytics Reference Arch...Booz Allen Hamilton
 
Srini Data Monetization
Srini Data MonetizationSrini Data Monetization
Srini Data MonetizationSrini Alavala
 
The Hive "Data Virtualization" Introduction - Jim Green, CEO of Composite Sof...
The Hive "Data Virtualization" Introduction - Jim Green, CEO of Composite Sof...The Hive "Data Virtualization" Introduction - Jim Green, CEO of Composite Sof...
The Hive "Data Virtualization" Introduction - Jim Green, CEO of Composite Sof...The Hive
 
Global data monetization market
Global data monetization marketGlobal data monetization market
Global data monetization marketkrmane
 
From Automation System to Hyperconvergence - The Top Data Center Trends in Re...
From Automation System to Hyperconvergence - The Top Data Center Trends in Re...From Automation System to Hyperconvergence - The Top Data Center Trends in Re...
From Automation System to Hyperconvergence - The Top Data Center Trends in Re...Comarch_Services
 
GigaOM Putting Big Data to Work by Brett Sheppard
GigaOM Putting Big Data to Work by Brett SheppardGigaOM Putting Big Data to Work by Brett Sheppard
GigaOM Putting Big Data to Work by Brett SheppardBrett Sheppard
 
Blockchain - "Hype, Reality and Promise" - ISG Digital Business Summit, 2018
Blockchain - "Hype, Reality and Promise" - ISG Digital Business Summit, 2018 Blockchain - "Hype, Reality and Promise" - ISG Digital Business Summit, 2018
Blockchain - "Hype, Reality and Promise" - ISG Digital Business Summit, 2018 Alex Manders
 

What's hot (20)

Data Monetization– Mine data & Track Telecom customer behavior
Data Monetization– Mine data & Track Telecom customer behaviorData Monetization– Mine data & Track Telecom customer behavior
Data Monetization– Mine data & Track Telecom customer behavior
 
Delivering data you can trust for data privacy
Delivering data you can trust for data privacy Delivering data you can trust for data privacy
Delivering data you can trust for data privacy
 
Data monetization webinar
Data monetization webinarData monetization webinar
Data monetization webinar
 
Data monetization pov
Data monetization   povData monetization   pov
Data monetization pov
 
Data Monetization Framework
Data Monetization FrameworkData Monetization Framework
Data Monetization Framework
 
Tiger graph 2021 corporate overview [read only]
Tiger graph 2021 corporate overview [read only]Tiger graph 2021 corporate overview [read only]
Tiger graph 2021 corporate overview [read only]
 
HP Vertica and IIS: Big Data = Big Literacy
HP Vertica and IIS: Big Data = Big LiteracyHP Vertica and IIS: Big Data = Big Literacy
HP Vertica and IIS: Big Data = Big Literacy
 
Big Data: Real-life Examples of Business Value Generation
Big Data: Real-life Examples of Business Value GenerationBig Data: Real-life Examples of Business Value Generation
Big Data: Real-life Examples of Business Value Generation
 
Building new business models through big data dec 06 2012
Building new business models through big data   dec 06 2012Building new business models through big data   dec 06 2012
Building new business models through big data dec 06 2012
 
2019 Enterprise IT Predictions
2019 Enterprise IT Predictions2019 Enterprise IT Predictions
2019 Enterprise IT Predictions
 
Data Virtualization: Fulfilling The Digital Transformation Requirement In Ban...
Data Virtualization: Fulfilling The Digital Transformation Requirement In Ban...Data Virtualization: Fulfilling The Digital Transformation Requirement In Ban...
Data Virtualization: Fulfilling The Digital Transformation Requirement In Ban...
 
Banker 20 page 38 (BS)
Banker 20 page 38 (BS)Banker 20 page 38 (BS)
Banker 20 page 38 (BS)
 
Dubai Big Data in Finance, Intro to Hadoop 2-Apr-14 - Michael Segel
Dubai Big Data in Finance, Intro to Hadoop 2-Apr-14 - Michael SegelDubai Big Data in Finance, Intro to Hadoop 2-Apr-14 - Michael Segel
Dubai Big Data in Finance, Intro to Hadoop 2-Apr-14 - Michael Segel
 
Enabling Big Data with Data-Level Security:The Cloud Analytics Reference Arch...
Enabling Big Data with Data-Level Security:The Cloud Analytics Reference Arch...Enabling Big Data with Data-Level Security:The Cloud Analytics Reference Arch...
Enabling Big Data with Data-Level Security:The Cloud Analytics Reference Arch...
 
Srini Data Monetization
Srini Data MonetizationSrini Data Monetization
Srini Data Monetization
 
The Hive "Data Virtualization" Introduction - Jim Green, CEO of Composite Sof...
The Hive "Data Virtualization" Introduction - Jim Green, CEO of Composite Sof...The Hive "Data Virtualization" Introduction - Jim Green, CEO of Composite Sof...
The Hive "Data Virtualization" Introduction - Jim Green, CEO of Composite Sof...
 
Global data monetization market
Global data monetization marketGlobal data monetization market
Global data monetization market
 
From Automation System to Hyperconvergence - The Top Data Center Trends in Re...
From Automation System to Hyperconvergence - The Top Data Center Trends in Re...From Automation System to Hyperconvergence - The Top Data Center Trends in Re...
From Automation System to Hyperconvergence - The Top Data Center Trends in Re...
 
GigaOM Putting Big Data to Work by Brett Sheppard
GigaOM Putting Big Data to Work by Brett SheppardGigaOM Putting Big Data to Work by Brett Sheppard
GigaOM Putting Big Data to Work by Brett Sheppard
 
Blockchain - "Hype, Reality and Promise" - ISG Digital Business Summit, 2018
Blockchain - "Hype, Reality and Promise" - ISG Digital Business Summit, 2018 Blockchain - "Hype, Reality and Promise" - ISG Digital Business Summit, 2018
Blockchain - "Hype, Reality and Promise" - ISG Digital Business Summit, 2018
 

Viewers also liked

Yana final p pfacebook
Yana final p pfacebookYana final p pfacebook
Yana final p pfacebookWanda Santiago
 
Ejercicio en niños
Ejercicio en niñosEjercicio en niños
Ejercicio en niñosalianayanez
 
Джангарская:гиа 2016 (9 класс)
Джангарская:гиа  2016 (9 класс)Джангарская:гиа  2016 (9 класс)
Джангарская:гиа 2016 (9 класс)au-elista
 
Артезианская СОШ1:фгос
Артезианская СОШ1:фгосАртезианская СОШ1:фгос
Артезианская СОШ1:фгосau-elista
 
Being a woman entrepreneur
Being a woman entrepreneurBeing a woman entrepreneur
Being a woman entrepreneurSusan Kates MBA
 
Serra das areias apresentação
Serra das areias apresentaçãoSerra das areias apresentação
Serra das areias apresentaçãoCurta Imóveis
 
Pricing Innovation for the Digital Economy: Yield Management and Targeted Pri...
Pricing Innovation for the Digital Economy: Yield Management and Targeted Pri...Pricing Innovation for the Digital Economy: Yield Management and Targeted Pri...
Pricing Innovation for the Digital Economy: Yield Management and Targeted Pri...Vindicia
 
Proyecto intercultural
Proyecto interculturalProyecto intercultural
Proyecto interculturaluch
 
Async and Await on the Server
Async and Await on the ServerAsync and Await on the Server
Async and Await on the ServerDoug Jones
 
5 Must Have VR Strategies for Better Games
5 Must Have VR Strategies for Better Games5 Must Have VR Strategies for Better Games
5 Must Have VR Strategies for Better GamesNicole Lazzaro
 
Programa de recuperación 4º
Programa de recuperación  4ºPrograma de recuperación  4º
Programa de recuperación 4ºIES Nueve Valles
 
Vision15 - Un caso de estudio en la mejora de los datos organizacionales
Vision15 - Un caso de estudio en la mejora de los datos organizacionalesVision15 - Un caso de estudio en la mejora de los datos organizacionales
Vision15 - Un caso de estudio en la mejora de los datos organizacionalesAQCLab
 
Data to Dollars - Where is the money in the Internet of Things
Data to Dollars - Where is the money in the Internet of ThingsData to Dollars - Where is the money in the Internet of Things
Data to Dollars - Where is the money in the Internet of ThingsSanju Thomas
 
Spare Parts Pricing Optimization
Spare Parts Pricing OptimizationSpare Parts Pricing Optimization
Spare Parts Pricing OptimizationCognizant
 
Terman merril
Terman merrilTerman merril
Terman merrilui_xola
 
Ensayo: Preferencias de alimentación en la Escuela Superior Politécnica del L...
Ensayo: Preferencias de alimentación en la Escuela Superior Politécnica del L...Ensayo: Preferencias de alimentación en la Escuela Superior Politécnica del L...
Ensayo: Preferencias de alimentación en la Escuela Superior Politécnica del L...Allison Moreira
 

Viewers also liked (19)

Yana final p pfacebook
Yana final p pfacebookYana final p pfacebook
Yana final p pfacebook
 
Ejercicio en niños
Ejercicio en niñosEjercicio en niños
Ejercicio en niños
 
Джангарская:гиа 2016 (9 класс)
Джангарская:гиа  2016 (9 класс)Джангарская:гиа  2016 (9 класс)
Джангарская:гиа 2016 (9 класс)
 
Артезианская СОШ1:фгос
Артезианская СОШ1:фгосАртезианская СОШ1:фгос
Артезианская СОШ1:фгос
 
Being a woman entrepreneur
Being a woman entrepreneurBeing a woman entrepreneur
Being a woman entrepreneur
 
Serra das areias apresentação
Serra das areias apresentaçãoSerra das areias apresentação
Serra das areias apresentação
 
Pricing Innovation for the Digital Economy: Yield Management and Targeted Pri...
Pricing Innovation for the Digital Economy: Yield Management and Targeted Pri...Pricing Innovation for the Digital Economy: Yield Management and Targeted Pri...
Pricing Innovation for the Digital Economy: Yield Management and Targeted Pri...
 
Schoollab canon
Schoollab canonSchoollab canon
Schoollab canon
 
Proyecto intercultural
Proyecto interculturalProyecto intercultural
Proyecto intercultural
 
Async and Await on the Server
Async and Await on the ServerAsync and Await on the Server
Async and Await on the Server
 
5 Must Have VR Strategies for Better Games
5 Must Have VR Strategies for Better Games5 Must Have VR Strategies for Better Games
5 Must Have VR Strategies for Better Games
 
Programa de recuperación 4º
Programa de recuperación  4ºPrograma de recuperación  4º
Programa de recuperación 4º
 
Vision15 - Un caso de estudio en la mejora de los datos organizacionales
Vision15 - Un caso de estudio en la mejora de los datos organizacionalesVision15 - Un caso de estudio en la mejora de los datos organizacionales
Vision15 - Un caso de estudio en la mejora de los datos organizacionales
 
Data to Dollars - Where is the money in the Internet of Things
Data to Dollars - Where is the money in the Internet of ThingsData to Dollars - Where is the money in the Internet of Things
Data to Dollars - Where is the money in the Internet of Things
 
MAV_DigitalStrategy
MAV_DigitalStrategyMAV_DigitalStrategy
MAV_DigitalStrategy
 
Spare Parts Pricing Optimization
Spare Parts Pricing OptimizationSpare Parts Pricing Optimization
Spare Parts Pricing Optimization
 
Aula 02 infodesign
Aula 02   infodesignAula 02   infodesign
Aula 02 infodesign
 
Terman merril
Terman merrilTerman merril
Terman merril
 
Ensayo: Preferencias de alimentación en la Escuela Superior Politécnica del L...
Ensayo: Preferencias de alimentación en la Escuela Superior Politécnica del L...Ensayo: Preferencias de alimentación en la Escuela Superior Politécnica del L...
Ensayo: Preferencias de alimentación en la Escuela Superior Politécnica del L...
 

Similar to Catalysing Sector Advantage Through Data Combination

The New Enterprise Blueprint featuring the Gartner Magic Quadrant
The New Enterprise Blueprint featuring the Gartner Magic QuadrantThe New Enterprise Blueprint featuring the Gartner Magic Quadrant
The New Enterprise Blueprint featuring the Gartner Magic QuadrantLindaWatson19
 
Activating Big Data: The Key To Success with Machine Learning Advanced Analyt...
Activating Big Data: The Key To Success with Machine Learning Advanced Analyt...Activating Big Data: The Key To Success with Machine Learning Advanced Analyt...
Activating Big Data: The Key To Success with Machine Learning Advanced Analyt...Vasu S
 
2016 Strata Conference New York - Vendor Briefings
2016 Strata Conference New York - Vendor Briefings2016 Strata Conference New York - Vendor Briefings
2016 Strata Conference New York - Vendor BriefingsDigital Enterprise Journal
 
To Become a Data-Driven Enterprise, Data Democratization is Essential
To Become a Data-Driven Enterprise, Data Democratization is EssentialTo Become a Data-Driven Enterprise, Data Democratization is Essential
To Become a Data-Driven Enterprise, Data Democratization is EssentialCognizant
 
01032013-AscentWhitePaper-DataAnalyticsAsAService.pdf
01032013-AscentWhitePaper-DataAnalyticsAsAService.pdf01032013-AscentWhitePaper-DataAnalyticsAsAService.pdf
01032013-AscentWhitePaper-DataAnalyticsAsAService.pdfreachkumar
 
Nuestar "Big Data Cloud" Major Data Center Technology nuestarmobilemarketing...
Nuestar "Big Data Cloud" Major Data Center Technology  nuestarmobilemarketing...Nuestar "Big Data Cloud" Major Data Center Technology  nuestarmobilemarketing...
Nuestar "Big Data Cloud" Major Data Center Technology nuestarmobilemarketing...IT Support Engineer
 
Data as a Service (DaaS): The What, Why, How, Who, and When
Data as a Service (DaaS): The What, Why, How, Who, and WhenData as a Service (DaaS): The What, Why, How, Who, and When
Data as a Service (DaaS): The What, Why, How, Who, and WhenRocketSource
 
Traveling the Big Data Super Highway: Realizing Enterprise-wide Adoption and ...
Traveling the Big Data Super Highway: Realizing Enterprise-wide Adoption and ...Traveling the Big Data Super Highway: Realizing Enterprise-wide Adoption and ...
Traveling the Big Data Super Highway: Realizing Enterprise-wide Adoption and ...Cognizant
 
Maximize the Value of Your Data: Neo4j Graph Data Platform
Maximize the Value of Your Data: Neo4j Graph Data PlatformMaximize the Value of Your Data: Neo4j Graph Data Platform
Maximize the Value of Your Data: Neo4j Graph Data PlatformNeo4j
 
Augmented Data Management
Augmented Data ManagementAugmented Data Management
Augmented Data ManagementFORMCEPT
 
Solving The Data Growth Crisis: Solix Big Data Suite
Solving The Data Growth Crisis: Solix Big Data SuiteSolving The Data Growth Crisis: Solix Big Data Suite
Solving The Data Growth Crisis: Solix Big Data SuiteLindaWatson19
 
bcg-a-new-architecture-to-manage-data-costs-and-complexity-feb-2023.pdf
bcg-a-new-architecture-to-manage-data-costs-and-complexity-feb-2023.pdfbcg-a-new-architecture-to-manage-data-costs-and-complexity-feb-2023.pdf
bcg-a-new-architecture-to-manage-data-costs-and-complexity-feb-2023.pdfTarekHassan840678
 
IRJET- A Scrutiny on Research Analysis of Big Data Analytical Method and Clou...
IRJET- A Scrutiny on Research Analysis of Big Data Analytical Method and Clou...IRJET- A Scrutiny on Research Analysis of Big Data Analytical Method and Clou...
IRJET- A Scrutiny on Research Analysis of Big Data Analytical Method and Clou...IRJET Journal
 
Data foundation for analytics excellence
Data foundation for analytics excellenceData foundation for analytics excellence
Data foundation for analytics excellenceMudit Mangal
 

Similar to Catalysing Sector Advantage Through Data Combination (20)

The New Enterprise Blueprint featuring the Gartner Magic Quadrant
The New Enterprise Blueprint featuring the Gartner Magic QuadrantThe New Enterprise Blueprint featuring the Gartner Magic Quadrant
The New Enterprise Blueprint featuring the Gartner Magic Quadrant
 
Transforming Big Data into business value
Transforming Big Data into business valueTransforming Big Data into business value
Transforming Big Data into business value
 
ZEDventures-highres
ZEDventures-highresZEDventures-highres
ZEDventures-highres
 
Activating Big Data: The Key To Success with Machine Learning Advanced Analyt...
Activating Big Data: The Key To Success with Machine Learning Advanced Analyt...Activating Big Data: The Key To Success with Machine Learning Advanced Analyt...
Activating Big Data: The Key To Success with Machine Learning Advanced Analyt...
 
2016 Strata Conference New York - Vendor Briefings
2016 Strata Conference New York - Vendor Briefings2016 Strata Conference New York - Vendor Briefings
2016 Strata Conference New York - Vendor Briefings
 
IDC Rethinking the datacenter
IDC Rethinking the datacenterIDC Rethinking the datacenter
IDC Rethinking the datacenter
 
To Become a Data-Driven Enterprise, Data Democratization is Essential
To Become a Data-Driven Enterprise, Data Democratization is EssentialTo Become a Data-Driven Enterprise, Data Democratization is Essential
To Become a Data-Driven Enterprise, Data Democratization is Essential
 
01032013-AscentWhitePaper-DataAnalyticsAsAService.pdf
01032013-AscentWhitePaper-DataAnalyticsAsAService.pdf01032013-AscentWhitePaper-DataAnalyticsAsAService.pdf
01032013-AscentWhitePaper-DataAnalyticsAsAService.pdf
 
Nuestar "Big Data Cloud" Major Data Center Technology nuestarmobilemarketing...
Nuestar "Big Data Cloud" Major Data Center Technology  nuestarmobilemarketing...Nuestar "Big Data Cloud" Major Data Center Technology  nuestarmobilemarketing...
Nuestar "Big Data Cloud" Major Data Center Technology nuestarmobilemarketing...
 
Big Data: Where is the Real Opportunity?
Big Data: Where is the Real Opportunity?Big Data: Where is the Real Opportunity?
Big Data: Where is the Real Opportunity?
 
Data as a Service (DaaS): The What, Why, How, Who, and When
Data as a Service (DaaS): The What, Why, How, Who, and WhenData as a Service (DaaS): The What, Why, How, Who, and When
Data as a Service (DaaS): The What, Why, How, Who, and When
 
Traveling the Big Data Super Highway: Realizing Enterprise-wide Adoption and ...
Traveling the Big Data Super Highway: Realizing Enterprise-wide Adoption and ...Traveling the Big Data Super Highway: Realizing Enterprise-wide Adoption and ...
Traveling the Big Data Super Highway: Realizing Enterprise-wide Adoption and ...
 
Maximize the Value of Your Data: Neo4j Graph Data Platform
Maximize the Value of Your Data: Neo4j Graph Data PlatformMaximize the Value of Your Data: Neo4j Graph Data Platform
Maximize the Value of Your Data: Neo4j Graph Data Platform
 
Augmented Data Management
Augmented Data ManagementAugmented Data Management
Augmented Data Management
 
Solving The Data Growth Crisis: Solix Big Data Suite
Solving The Data Growth Crisis: Solix Big Data SuiteSolving The Data Growth Crisis: Solix Big Data Suite
Solving The Data Growth Crisis: Solix Big Data Suite
 
Bis rev1
Bis rev1Bis rev1
Bis rev1
 
bcg-a-new-architecture-to-manage-data-costs-and-complexity-feb-2023.pdf
bcg-a-new-architecture-to-manage-data-costs-and-complexity-feb-2023.pdfbcg-a-new-architecture-to-manage-data-costs-and-complexity-feb-2023.pdf
bcg-a-new-architecture-to-manage-data-costs-and-complexity-feb-2023.pdf
 
IRJET- A Scrutiny on Research Analysis of Big Data Analytical Method and Clou...
IRJET- A Scrutiny on Research Analysis of Big Data Analytical Method and Clou...IRJET- A Scrutiny on Research Analysis of Big Data Analytical Method and Clou...
IRJET- A Scrutiny on Research Analysis of Big Data Analytical Method and Clou...
 
Data foundation for analytics excellence
Data foundation for analytics excellenceData foundation for analytics excellence
Data foundation for analytics excellence
 
2. Smart Data Discovery
2. Smart Data Discovery2. Smart Data Discovery
2. Smart Data Discovery
 

More from Chandan Rajah

Business Change through Predictive Analytics
Business Change through Predictive AnalyticsBusiness Change through Predictive Analytics
Business Change through Predictive AnalyticsChandan Rajah
 
Business Change through Predictive Analytics
Business Change through Predictive AnalyticsBusiness Change through Predictive Analytics
Business Change through Predictive AnalyticsChandan Rajah
 
Data Disruption by Vertical Innovation
Data Disruption by Vertical InnovationData Disruption by Vertical Innovation
Data Disruption by Vertical InnovationChandan Rajah
 
Data Innovation in the UK
Data Innovation in the UKData Innovation in the UK
Data Innovation in the UKChandan Rajah
 
Data Disruption by Vertical Innovation in Media
Data Disruption by Vertical Innovation in MediaData Disruption by Vertical Innovation in Media
Data Disruption by Vertical Innovation in MediaChandan Rajah
 
Rise of the Machines
Rise of the MachinesRise of the Machines
Rise of the MachinesChandan Rajah
 
Health Innovation and the Digital Catapult
Health Innovation and the Digital CatapultHealth Innovation and the Digital Catapult
Health Innovation and the Digital CatapultChandan Rajah
 
Connected Farms ...and the Digital Catapult
Connected Farms ...and the Digital CatapultConnected Farms ...and the Digital Catapult
Connected Farms ...and the Digital CatapultChandan Rajah
 
Steps to the Big Data Science Epiphany
Steps to the Big Data Science EpiphanySteps to the Big Data Science Epiphany
Steps to the Big Data Science EpiphanyChandan Rajah
 
Data Innovation in the Digital Economy
Data Innovation in the Digital EconomyData Innovation in the Digital Economy
Data Innovation in the Digital EconomyChandan Rajah
 
Disruptive Data in Future Care
Disruptive Data in Future CareDisruptive Data in Future Care
Disruptive Data in Future CareChandan Rajah
 
Big Data Science at the Digital Catapult
Big Data Science at the Digital CatapultBig Data Science at the Digital Catapult
Big Data Science at the Digital CatapultChandan Rajah
 
Data Warehouse to Data Science
Data Warehouse to Data ScienceData Warehouse to Data Science
Data Warehouse to Data ScienceChandan Rajah
 
Business Impact of Predictive Analytics
Business Impact of Predictive AnalyticsBusiness Impact of Predictive Analytics
Business Impact of Predictive AnalyticsChandan Rajah
 
Social Triangulation with Big Data
Social Triangulation with Big DataSocial Triangulation with Big Data
Social Triangulation with Big DataChandan Rajah
 
Big Data Science Challenges in Media
Big Data Science Challenges in MediaBig Data Science Challenges in Media
Big Data Science Challenges in MediaChandan Rajah
 
Big Data Science: Intro and Benefits
Big Data Science: Intro and BenefitsBig Data Science: Intro and Benefits
Big Data Science: Intro and BenefitsChandan Rajah
 

More from Chandan Rajah (19)

Business Change through Predictive Analytics
Business Change through Predictive AnalyticsBusiness Change through Predictive Analytics
Business Change through Predictive Analytics
 
Business Change through Predictive Analytics
Business Change through Predictive AnalyticsBusiness Change through Predictive Analytics
Business Change through Predictive Analytics
 
Data Disruption by Vertical Innovation
Data Disruption by Vertical InnovationData Disruption by Vertical Innovation
Data Disruption by Vertical Innovation
 
Data Innovation in the UK
Data Innovation in the UKData Innovation in the UK
Data Innovation in the UK
 
Data Disruption by Vertical Innovation in Media
Data Disruption by Vertical Innovation in MediaData Disruption by Vertical Innovation in Media
Data Disruption by Vertical Innovation in Media
 
Rise of the Machines
Rise of the MachinesRise of the Machines
Rise of the Machines
 
Health Innovation and the Digital Catapult
Health Innovation and the Digital CatapultHealth Innovation and the Digital Catapult
Health Innovation and the Digital Catapult
 
Connected Farms ...and the Digital Catapult
Connected Farms ...and the Digital CatapultConnected Farms ...and the Digital Catapult
Connected Farms ...and the Digital Catapult
 
Steps to the Big Data Science Epiphany
Steps to the Big Data Science EpiphanySteps to the Big Data Science Epiphany
Steps to the Big Data Science Epiphany
 
Data Innovation in the Digital Economy
Data Innovation in the Digital EconomyData Innovation in the Digital Economy
Data Innovation in the Digital Economy
 
Disruptive Data in Future Care
Disruptive Data in Future CareDisruptive Data in Future Care
Disruptive Data in Future Care
 
Big Data Science at the Digital Catapult
Big Data Science at the Digital CatapultBig Data Science at the Digital Catapult
Big Data Science at the Digital Catapult
 
Data Warehouse to Data Science
Data Warehouse to Data ScienceData Warehouse to Data Science
Data Warehouse to Data Science
 
Business Impact of Predictive Analytics
Business Impact of Predictive AnalyticsBusiness Impact of Predictive Analytics
Business Impact of Predictive Analytics
 
Social Triangulation with Big Data
Social Triangulation with Big DataSocial Triangulation with Big Data
Social Triangulation with Big Data
 
Big Data Science Challenges in Media
Big Data Science Challenges in MediaBig Data Science Challenges in Media
Big Data Science Challenges in Media
 
Hadoop and friends
Hadoop and friendsHadoop and friends
Hadoop and friends
 
Big Data Science: Intro and Benefits
Big Data Science: Intro and BenefitsBig Data Science: Intro and Benefits
Big Data Science: Intro and Benefits
 
IPTV Case Study
IPTV Case StudyIPTV Case Study
IPTV Case Study
 

Recently uploaded

Defining Constituents, Data Vizzes and Telling a Data Story
Defining Constituents, Data Vizzes and Telling a Data StoryDefining Constituents, Data Vizzes and Telling a Data Story
Defining Constituents, Data Vizzes and Telling a Data StoryJeremy Anderson
 
Call Us ➥97111√47426🤳Call Girls in Aerocity (Delhi NCR)
Call Us ➥97111√47426🤳Call Girls in Aerocity (Delhi NCR)Call Us ➥97111√47426🤳Call Girls in Aerocity (Delhi NCR)
Call Us ➥97111√47426🤳Call Girls in Aerocity (Delhi NCR)jennyeacort
 
RS 9000 Call In girls Dwarka Mor (DELHI)⇛9711147426🔝Delhi
RS 9000 Call In girls Dwarka Mor (DELHI)⇛9711147426🔝DelhiRS 9000 Call In girls Dwarka Mor (DELHI)⇛9711147426🔝Delhi
RS 9000 Call In girls Dwarka Mor (DELHI)⇛9711147426🔝Delhijennyeacort
 
dokumen.tips_chapter-4-transient-heat-conduction-mehmet-kanoglu.ppt
dokumen.tips_chapter-4-transient-heat-conduction-mehmet-kanoglu.pptdokumen.tips_chapter-4-transient-heat-conduction-mehmet-kanoglu.ppt
dokumen.tips_chapter-4-transient-heat-conduction-mehmet-kanoglu.pptSonatrach
 
Call Girls in Defence Colony Delhi 💯Call Us 🔝8264348440🔝
Call Girls in Defence Colony Delhi 💯Call Us 🔝8264348440🔝Call Girls in Defence Colony Delhi 💯Call Us 🔝8264348440🔝
Call Girls in Defence Colony Delhi 💯Call Us 🔝8264348440🔝soniya singh
 
PKS-TGC-1084-630 - Stage 1 Proposal.pptx
PKS-TGC-1084-630 - Stage 1 Proposal.pptxPKS-TGC-1084-630 - Stage 1 Proposal.pptx
PKS-TGC-1084-630 - Stage 1 Proposal.pptxPramod Kumar Srivastava
 
Effects of Smartphone Addiction on the Academic Performances of Grades 9 to 1...
Effects of Smartphone Addiction on the Academic Performances of Grades 9 to 1...Effects of Smartphone Addiction on the Academic Performances of Grades 9 to 1...
Effects of Smartphone Addiction on the Academic Performances of Grades 9 to 1...limedy534
 
Advanced Machine Learning for Business Professionals
Advanced Machine Learning for Business ProfessionalsAdvanced Machine Learning for Business Professionals
Advanced Machine Learning for Business ProfessionalsVICTOR MAESTRE RAMIREZ
 
原版1:1定制南十字星大学毕业证(SCU毕业证)#文凭成绩单#真实留信学历认证永久存档
原版1:1定制南十字星大学毕业证(SCU毕业证)#文凭成绩单#真实留信学历认证永久存档原版1:1定制南十字星大学毕业证(SCU毕业证)#文凭成绩单#真实留信学历认证永久存档
原版1:1定制南十字星大学毕业证(SCU毕业证)#文凭成绩单#真实留信学历认证永久存档208367051
 
Saket, (-DELHI )+91-9654467111-(=)CHEAP Call Girls in Escorts Service Saket C...
Saket, (-DELHI )+91-9654467111-(=)CHEAP Call Girls in Escorts Service Saket C...Saket, (-DELHI )+91-9654467111-(=)CHEAP Call Girls in Escorts Service Saket C...
Saket, (-DELHI )+91-9654467111-(=)CHEAP Call Girls in Escorts Service Saket C...Sapana Sha
 
Kantar AI Summit- Under Embargo till Wednesday, 24th April 2024, 4 PM, IST.pdf
Kantar AI Summit- Under Embargo till Wednesday, 24th April 2024, 4 PM, IST.pdfKantar AI Summit- Under Embargo till Wednesday, 24th April 2024, 4 PM, IST.pdf
Kantar AI Summit- Under Embargo till Wednesday, 24th April 2024, 4 PM, IST.pdfSocial Samosa
 
Identifying Appropriate Test Statistics Involving Population Mean
Identifying Appropriate Test Statistics Involving Population MeanIdentifying Appropriate Test Statistics Involving Population Mean
Identifying Appropriate Test Statistics Involving Population MeanMYRABACSAFRA2
 
High Class Call Girls Noida Sector 39 Aarushi 🔝8264348440🔝 Independent Escort...
High Class Call Girls Noida Sector 39 Aarushi 🔝8264348440🔝 Independent Escort...High Class Call Girls Noida Sector 39 Aarushi 🔝8264348440🔝 Independent Escort...
High Class Call Girls Noida Sector 39 Aarushi 🔝8264348440🔝 Independent Escort...soniya singh
 
20240419 - Measurecamp Amsterdam - SAM.pdf
20240419 - Measurecamp Amsterdam - SAM.pdf20240419 - Measurecamp Amsterdam - SAM.pdf
20240419 - Measurecamp Amsterdam - SAM.pdfHuman37
 
Easter Eggs From Star Wars and in cars 1 and 2
Easter Eggs From Star Wars and in cars 1 and 2Easter Eggs From Star Wars and in cars 1 and 2
Easter Eggs From Star Wars and in cars 1 and 217djon017
 
RadioAdProWritingCinderellabyButleri.pdf
RadioAdProWritingCinderellabyButleri.pdfRadioAdProWritingCinderellabyButleri.pdf
RadioAdProWritingCinderellabyButleri.pdfgstagge
 
RABBIT: A CLI tool for identifying bots based on their GitHub events.
RABBIT: A CLI tool for identifying bots based on their GitHub events.RABBIT: A CLI tool for identifying bots based on their GitHub events.
RABBIT: A CLI tool for identifying bots based on their GitHub events.natarajan8993
 
Heart Disease Classification Report: A Data Analysis Project
Heart Disease Classification Report: A Data Analysis ProjectHeart Disease Classification Report: A Data Analysis Project
Heart Disease Classification Report: A Data Analysis ProjectBoston Institute of Analytics
 
Building on a FAIRly Strong Foundation to Connect Academic Research to Transl...
Building on a FAIRly Strong Foundation to Connect Academic Research to Transl...Building on a FAIRly Strong Foundation to Connect Academic Research to Transl...
Building on a FAIRly Strong Foundation to Connect Academic Research to Transl...Jack DiGiovanna
 

Recently uploaded (20)

Defining Constituents, Data Vizzes and Telling a Data Story
Defining Constituents, Data Vizzes and Telling a Data StoryDefining Constituents, Data Vizzes and Telling a Data Story
Defining Constituents, Data Vizzes and Telling a Data Story
 
Call Us ➥97111√47426🤳Call Girls in Aerocity (Delhi NCR)
Call Us ➥97111√47426🤳Call Girls in Aerocity (Delhi NCR)Call Us ➥97111√47426🤳Call Girls in Aerocity (Delhi NCR)
Call Us ➥97111√47426🤳Call Girls in Aerocity (Delhi NCR)
 
RS 9000 Call In girls Dwarka Mor (DELHI)⇛9711147426🔝Delhi
RS 9000 Call In girls Dwarka Mor (DELHI)⇛9711147426🔝DelhiRS 9000 Call In girls Dwarka Mor (DELHI)⇛9711147426🔝Delhi
RS 9000 Call In girls Dwarka Mor (DELHI)⇛9711147426🔝Delhi
 
dokumen.tips_chapter-4-transient-heat-conduction-mehmet-kanoglu.ppt
dokumen.tips_chapter-4-transient-heat-conduction-mehmet-kanoglu.pptdokumen.tips_chapter-4-transient-heat-conduction-mehmet-kanoglu.ppt
dokumen.tips_chapter-4-transient-heat-conduction-mehmet-kanoglu.ppt
 
Call Girls in Defence Colony Delhi 💯Call Us 🔝8264348440🔝
Call Girls in Defence Colony Delhi 💯Call Us 🔝8264348440🔝Call Girls in Defence Colony Delhi 💯Call Us 🔝8264348440🔝
Call Girls in Defence Colony Delhi 💯Call Us 🔝8264348440🔝
 
PKS-TGC-1084-630 - Stage 1 Proposal.pptx
PKS-TGC-1084-630 - Stage 1 Proposal.pptxPKS-TGC-1084-630 - Stage 1 Proposal.pptx
PKS-TGC-1084-630 - Stage 1 Proposal.pptx
 
Effects of Smartphone Addiction on the Academic Performances of Grades 9 to 1...
Effects of Smartphone Addiction on the Academic Performances of Grades 9 to 1...Effects of Smartphone Addiction on the Academic Performances of Grades 9 to 1...
Effects of Smartphone Addiction on the Academic Performances of Grades 9 to 1...
 
Advanced Machine Learning for Business Professionals
Advanced Machine Learning for Business ProfessionalsAdvanced Machine Learning for Business Professionals
Advanced Machine Learning for Business Professionals
 
原版1:1定制南十字星大学毕业证(SCU毕业证)#文凭成绩单#真实留信学历认证永久存档
原版1:1定制南十字星大学毕业证(SCU毕业证)#文凭成绩单#真实留信学历认证永久存档原版1:1定制南十字星大学毕业证(SCU毕业证)#文凭成绩单#真实留信学历认证永久存档
原版1:1定制南十字星大学毕业证(SCU毕业证)#文凭成绩单#真实留信学历认证永久存档
 
E-Commerce Order PredictionShraddha Kamble.pptx
E-Commerce Order PredictionShraddha Kamble.pptxE-Commerce Order PredictionShraddha Kamble.pptx
E-Commerce Order PredictionShraddha Kamble.pptx
 
Saket, (-DELHI )+91-9654467111-(=)CHEAP Call Girls in Escorts Service Saket C...
Saket, (-DELHI )+91-9654467111-(=)CHEAP Call Girls in Escorts Service Saket C...Saket, (-DELHI )+91-9654467111-(=)CHEAP Call Girls in Escorts Service Saket C...
Saket, (-DELHI )+91-9654467111-(=)CHEAP Call Girls in Escorts Service Saket C...
 
Kantar AI Summit- Under Embargo till Wednesday, 24th April 2024, 4 PM, IST.pdf
Kantar AI Summit- Under Embargo till Wednesday, 24th April 2024, 4 PM, IST.pdfKantar AI Summit- Under Embargo till Wednesday, 24th April 2024, 4 PM, IST.pdf
Kantar AI Summit- Under Embargo till Wednesday, 24th April 2024, 4 PM, IST.pdf
 
Identifying Appropriate Test Statistics Involving Population Mean
Identifying Appropriate Test Statistics Involving Population MeanIdentifying Appropriate Test Statistics Involving Population Mean
Identifying Appropriate Test Statistics Involving Population Mean
 
High Class Call Girls Noida Sector 39 Aarushi 🔝8264348440🔝 Independent Escort...
High Class Call Girls Noida Sector 39 Aarushi 🔝8264348440🔝 Independent Escort...High Class Call Girls Noida Sector 39 Aarushi 🔝8264348440🔝 Independent Escort...
High Class Call Girls Noida Sector 39 Aarushi 🔝8264348440🔝 Independent Escort...
 
20240419 - Measurecamp Amsterdam - SAM.pdf
20240419 - Measurecamp Amsterdam - SAM.pdf20240419 - Measurecamp Amsterdam - SAM.pdf
20240419 - Measurecamp Amsterdam - SAM.pdf
 
Easter Eggs From Star Wars and in cars 1 and 2
Easter Eggs From Star Wars and in cars 1 and 2Easter Eggs From Star Wars and in cars 1 and 2
Easter Eggs From Star Wars and in cars 1 and 2
 
RadioAdProWritingCinderellabyButleri.pdf
RadioAdProWritingCinderellabyButleri.pdfRadioAdProWritingCinderellabyButleri.pdf
RadioAdProWritingCinderellabyButleri.pdf
 
RABBIT: A CLI tool for identifying bots based on their GitHub events.
RABBIT: A CLI tool for identifying bots based on their GitHub events.RABBIT: A CLI tool for identifying bots based on their GitHub events.
RABBIT: A CLI tool for identifying bots based on their GitHub events.
 
Heart Disease Classification Report: A Data Analysis Project
Heart Disease Classification Report: A Data Analysis ProjectHeart Disease Classification Report: A Data Analysis Project
Heart Disease Classification Report: A Data Analysis Project
 
Building on a FAIRly Strong Foundation to Connect Academic Research to Transl...
Building on a FAIRly Strong Foundation to Connect Academic Research to Transl...Building on a FAIRly Strong Foundation to Connect Academic Research to Transl...
Building on a FAIRly Strong Foundation to Connect Academic Research to Transl...
 

Catalysing Sector Advantage Through Data Combination

  • 1. COPYRIGHT 2015 PUBLISHED @ChandanRajah Catalysing Sector Advantage By Chandan Rajah, Technology Expert and Advisor @ Digital Catapult Since the advent of the Big Data revolution, with the creation of Hadoop, most companies are successful leveraging their data to create additional value. Some other firms, like Netflix and Amazon, are successful using the data insight as competitive advantage to increase consumer willingness to pay. Fewer organisations, like Oracle, IBM and HP, are able to derive corporate advantage from the data layer by centralising data analytics capabilities across business units and/or portfolio companies. It’s clear that this model can be extended across organisations within a broad sector grouping to create Sector Advantage by combining the data they hold with each other. While regulators frown at horizontal synergies between potential competitors for fear of collusion, they are quite open to vertical synergies up and down the value chain. Firms are beginning to see this potential and attribute resources to exploring opportunities for sector advantage. Nevertheless, apprehension still exists from the company’s point of view typically on one of these three dimensions. Firstly, how valuable it is to combine data up and down the value chain with other organisations? Secondly, where should this data be hosted to ensure there is no loss of competitive advantage until models of long-term engagement are formalised? Finally, how could this activity be legally executed at arms length until the value gain has been demonstrated and contracts are formalised? The Digital Catapult hopes to address all these concerns with its Data Catalyser initiative and create widespread opportunities for sector advantage. Estimating the potential value of combining data, thus predicting the outcome before the actual event, is not an easy task. Yet, we see companies like Sky extracting significant sector advantage from data relationships with Clarity Blue and Zeebox and later acquiring them to internalise it. GlaxoSmithKline actively manages its supply chain to maximise operational efficiency and increase its sector advantage synergising throughout the supply chain. UPS, through an open competition, was able to reduce its fuel footprint quite dramatically by leveraging the innovation held in a transport technology start-up thereby creating sector advantage. At the Digital Catapult, we understand that innovative data exploration is the key making these synergies successful and sector advantage possible. Large organisations typically do not explore data combination opportunities as much as small organisations do. However, greater value is usually extracted when two larger organisations combining their data as compared to their smaller counterparts. Yet, the innovation to extract that value is usually found more abundantly within the small and medium sized enterprises (SME). What if, one or more large organisations could grant access to their combined data in a secure way for SMEs to explore under the premise that any value found would lead to a combined value sharing opportunity amongst all parties? The Digital Catapult’s Data Catalyser offers a technical, legal and procedural framework to combine data in innovative ways allowing SMEs to extract hidden value from corporate data to create sector advantage. Hosting the combined data without losing competitive advantage is tough. The issue is the degree of trust each organisations has on the other. On the one extreme, organisations trust each other to hold the others data without exploiting it, while on the other extreme, organisations demand the creation of a separate legal entity to hold this
  • 2. COPYRIGHT 2015 PUBLISHED @ChandanRajah data and exploit it with no liability flowing to the parent organisations. Either ends of the spectrum are usually not feasible. What if, this activity could be structured and executed by a neutral party that has no competitive advantage to gain by having access to the data and insight of either organisation? The Digital Catapult is a not-for-profit national organisation neutral to all players in the industry. The Data Catalyser is a secure hosted big data analytics solution that prevents organisations providing data (aka Data Providers) from accessing each other’s data. Access to the combined data is available only to preselected SMEs (aka Insight Producers) through a tightly controlled and monitored web interface. The tools available to Insight Producers to analyse this data a vetted by security professionals and the platform is certified to meet the level of security needed for this activity to be conducted. Technically speaking, the Data Catalyser is a Hadoop cluster shrouded by multiple layers of security. Data from Data Providers is held within the most secure boundaries with fine-grained access restrictions applied to it. Access the data is provided through a controlled and monitored web interface secured by SSL and authenticated by digital certificates. Actions are tracked through the ecosystem right down to the network level using Kerberos linked to certificate identifiers. Insight Producers have access to R, Python and SQL for data analytics and visualisation of insight. The Digital Catapult offers a complete solution to ensure that engagement between organisations providing data stays at arms length. The solutions compromises of template contracts and best practices along with project execution capabilities. On a scale, we offer a strong room approach to analytics wherein no data can be accessed or leaves the confines of a physical space, or, a cloud hosted solution that has detailed access controls and auditing to monitor access to the data and insight. We offer an extended data licensing service to allow providers leave their data on the platform for longer creating an opportunity for future gains through value creation currently unseen.