SlideShare ist ein Scribd-Unternehmen logo
1 von 41
Downloaden Sie, um offline zu lesen
About the Speaker
J-P De Clerck is a digital transformation and
information analyst. He will explore the rich diversity
of existing and emerging information sources and
formats, the ways to extract value from them and
how to offer that value to the increasingly mobile
and connected decision maker—today and in the
future. To learn more about J-P, visit the i-SCOOP
website.
About the 2020 Vision Series
The 2020 Vision webinar series is part of the
“Visionaries Wanted” educational program co-
developed by InfoDesk and Dow Jones for
information and knowledge management
professionals, IT leaders, senior digital information
strategists and other professionals responsible for
business information workflow within their
organizations. For more information contact
sean.smith@infodesk.com.
Speaker J-P De Clerck
Information Diversity 2020
From the End of Chaos to a
Tailored Smart Knowledge Service
Crossroads
Convergence
Reinventing
Always learning
No comfort zones
Knowledge exchange
Holistic
The hidden gems of information in
transformation
"Only 4% of businesses can extract full value
from their information." (PwC, 2015)
Setting the scene
The information landscape has dramatically changed
• Volume
The accelerating growth of data, content and information.
• Velocity
The accelerating speed at which data is generated and needs processing.
• Variety
More types, sources and formats of information than ever before.
• Value
Information is a key business asset, value generator and economic good as such.
Challenge and opportunity
Less than 0.5% of all data is ever analyzed and used.
CHANGE: WHEN HISTORY REPEATS ITSELF
"The product is
information. Those
who use
information most
effectively, control
wealth."
Gerry McGovern in "The
Caring Economy", 1999
"Information is one
of your most
valuable assets. Do
you value or
manage it like
one?"
Douglas Laney on
Infonomics, 2009
"Leaders in
information
transformation
must treat data as
they would any
asset."
Serge Findling , information
in DX, 2015
CHANGE AND HISTORY: HAVE WE LEARNED?
• 68% of businesses plans to undertake an organizational transformation, only a small
fraction have fully digitized their content-centric business processes (Forrester Consulting,
2016).
• 50% of organizations expect to have all digital content within the next two years, yet only
14% said their organization’s collective content is virtually all digital today (Forrester
Consulting, 2016).
• Manual and fragmented processes impede employee momentum: scattered content
(49%) and lack of contextual information (47%) are key pain points (Forrester Consulting, 2016).
• Two-thirds of North American and European business is unable to extract value from
their information. 23% derives no benefit, 43% obtains little tangible benefit (PwC, 2015).
• By 2020 the digital universe will reach 44 trillion gigabytes, a tenfold increase over 2013.
However, most organizations are still at the beginning of their journey to extract value
from information. (IDC, 2015).
THE SOLE ETERNAL TRUE CHALLENGE
Setting the scene: disruption diversity
ECM and information management have been disrupted
• Organizations not ready to cope with increasing volumes and diversity of data
• Lack of clear plan on leveraging full value hidden within information we have (access to).
• ECM forced to move from systems of records to systems of engagement to systems of insight.
• Information hoarding mentality stood and stands in the way of a focus on what matters most.
• Consumerization disrupted the centralized view of ECM and information management practice.
• Solutions and the industry are not ready to deal with reality of cloud and "mobile ability".
• ECM has not crossed over into the technology mainstream.
• The speed of the consumer and digital transformation outpaces speed of information
capabilities and business.
• Legacy ECM left behind and not agile enough: shift from information to purpose/context.
• Information management disrupted by new ways of working.
• No ability to enable the next stage of the extended enterprise.
Setting the scene: disruption diversity
ECM and information management have been disrupted
ECM has not crossed over into the technology mainstream
The real goal isn’t managing the information, it is harnessing the value of
information to control it and use it to better serve our customers and
improve our business processes and decisions.
Unprecedented information creation and consumption
+
Disruption at the edges, outpacing the speed of business
+
Lack of ability to adapt and pro-dapt
4 core problems on the enterprise level (AIIM)
Information chaos
Information chaos
An enterprise perspective
How can we use all this information
we have but underuse and
poorly manage to achieve desired
outcomes from the perspective
of engaging those at the edge:
knowledge workers, customers, partners?
01. Engagement
Information chaos
An enterprise perspective
How can we leverage all that information
to automate, improve and holistically
speed up business processes?
02. Automation
Information chaos
An enterprise perspective
Given all the information we have,
collect and can still digitize or
acquire in this exponentially growing
landscape, how do we acquire
what matters? How do we combine
it to gain insights and
actionable knowledge?
03. Insights
Information chaos
An enterprise perspective
How do we deal with the inevitable risks
that come with ever larger volumes
of content and information,
which on top of that is also becoming
more complex than before?
04. Risk
4 information
chaos problems
Information chaos
The enterprise reality in practice
• From Process workers — “Quit making us enter the same information in five different
spreadsheets.”
• From Knowledge workers — “We’re drowning in information but thirsty for knowledge.”
• From Security officers — “Information is leaking out of the organization at every turn.”
• From Records managers and lawyers – “The volume of information that is beyond our ability to
control is increasing business risk and exposure.”
• From IT people — “We can’t keep up with the demands of the business and they are working
around us rather than with us.”
• From Line of Business People — “Productivity is declining because of our inability to automate
our core processes.”
• From the C-Suite — “We are spending so much effort just keeping the lights on that I am afraid
we will miss the next wave of technology and be left behind.”
Interview John Mancini (AIIM) - http://www.i-scoop.eu/digital-transformation-information-opportunity
Information chaos
The business content and knowledge perspective
"We are overwhelmed by sharply increasing volumes of content that is created on every possible
topic as businesses keep putting out more content."
The question, on top of the overload:
How do I find the best possible answers for my individual task, query and purpose.
• Most accurate
• Most relevant
• Most contextual
• Most timely
• Most trustworthy
Investors and anyone in need of business information
to make important financial decisions wonder if they
have the right, most accurate and very latest information
sources and data to win.
79% of information users look for free information on the
Internet (McKinsey)
Information chaos
The content consumer (all of us) perspective
"I am unable to consume all content.
My brain capacity is limited".
Mark Schaefer: http://www.businessesgrow.com/2014/01/06/content-shock
Information chaos
The content consumer (all of us) perspective
"There is too much content.
I am in shock".
Mark Schaefer: http://www.businessesgrow.com/2014/01/06/content-shock
The real goal isn’t managing the information, it is harnessing the value of
information to control it and use it to better serve our customers and
improve our business processes and decisions.
IS IT REALLY ABOUT VOLUME?
IS IT REALLY ABOUT HUMAN CAPACITY
IS THERE REALLY A CONTENT SHOCK?
Information chaos
Volume should never be the problem
• No one wants to "consume all content".
• Consumers nor knowledge workers nor decision makers care about volume.
• It is perfectly possible to analyze large sets of data and information.
• Curation and aggregation of knowledge is not new.
• Technologies to turn volume into value are widely available.
• It's not about big data but about smart, small, fast and actionable data.
There is noise in data, business information and content.
Semantics, context, relevance and curation matter.
Information chaos
Then what is the problem?
• In content marketing: a lack of focus on intent and too much focus on quantity and distribution.
• In information management: lack of focus on a unified information strategy, driven by purpose.
• An undervaluation of the context of and experiences sought by 'content consumers'.
• Silos and gaps: between 1) perceptions regarding information maturity and realities, and 2)
awareness about the value of information and the actual valuation by taking actions.
• People. Not enough focus on the intersection of information, processes and most of all people.
• Culture, DNA and lack of agility, with an ongoing dominance of centralized inside-out views.
• Access. Content is not where the value sits. Access to content and information is the key.
Without a clear purpose and integration of information sources to serve the end user,
information doesn't lead to tangible competitive benefits.
Solving the challenges
Seeking value in information chaos: the real challenges
• It's not about volume. It's what you and/or your business want to achieve.
• It's what users, workers, customers and partners expect from you.
• It's about speed as a competitive differentiator and knowledge as the key to timely decisions.
• It's about integrating and connecting (no silos) and the value that you can generate.
Analytics and technologies to capture, analyse, contextualize, connect and offer access to actionable intelligence
fast are key. Artificial intelligence aims to augment human knowledge. People remain the differentiators, both in
a context of 1) purpose and of 2) decision making.
"Information is the oil of the 21st century and analytics is
the combustion engine" (Peter Sondergaard, Gartner).
Turning challenges into opportunities
"Where information is concerned, the rate of growth in
the opportunities appears to be outstripping the ability of
organizations to capture them". (Claire Reid, PwC).
From challenge to opportunity
Information diversity: unstructured data
• Majority of the data businesses have.
• Not tapped into enough yet.
• Fastest growing type of data.
• When unlocked and integrated with processes, ample
benefits:
• Speed of process, high contextual value
• Customer experience
• Adding a "why" to the "how" of big data
• Extracting meaning to translate patterns.
Needs artificial intelligence: machine learning, cognitive, content analytics.
• Social feedback and messages
• Sensor-generated data
• Files: Word, audio, email,...
• Weblogs
• Images
• .....
Crunching numbers is easy, adding meaning (what, how
and why) is where the seeds of value get planted and
what is missed becomes visible.
From challenge to opportunity
Information diversity: content analytics - AI as the solution
"The need for information in the right place, to the right person, in the right context is the prism through which
we need to view content analytics."
Drivers and benefits:
• Contextual search and curation
• Business insight
• Process Automation
• Adding value to legacy content
• Sentiment analysis, threat patterns, text mining, looking for meaning.
• When we add analysis to recognition, we can match up content
with rules and policies, detect unusual behavior and spot patterns and trends
Rules-based analytics are limited by the way they are designed
and directed. Rules-based analytics are not set up to deal with the
volume and variety of data available.
Making sense of unstructured data in practice
• Contact centers and end-to-end customer
experience.
• Insurance claims processing.
• Healthcare and medical files.
• Wealth management.
Ask for examples: info@i-scoop.be
From challenge to opportunity
Prioritization in data acquisition (and beyond)
Focus on the opportunities instead of the volumes, regardless of types or sources of data/information.
Targeting the highest value or target-rich data:
• Easy to access: how easy can it be obtained. Also: is offering access highly valuable?
• Available in real-time: can it drive real-time decisions and actions?
• Footprint: can analysis impact many people such as customers or large parts of the business
ecosystem?
• Transformative: can it, when properly analyzed and acted upon, change society or your business
in an impactful meaningful way?
• Intersection synergy: does the data have more than one of these attributes?
At 1.5% of the total, target- rich data is a much more
manageable area of discovery (IDC, The digital universe of
opportunities).
From challenge to opportunity
The challenge of speed: real-time economy, just-in-time supply chains
• .
Don't become part of the misguided majority
76 percent of business say that they are either
constrained by legacy, culture, regulatory data issues or
miss an understanding of the potential value held by their
information.
As they don't see the benefits and commercial gains that
can be made they don't invest in ways to seize the
information advantage or try to unlock the value value of
the information they hold. (PwC, 2015).
Towards information maturity
THE DIFFERENCE BETWEEN DISRUPTION AND DISRUPTED
From challenge to opportunity
Towards information maturity
From challenge to opportunity
Towards information maturity
Mastering the full information value chain and getting the right information to the right system, process and
user at the right time for the right purpose.
• Start with the end in mind: purpose, desired outcomes, users and context.
• Focus on creating actionable information: inventorize, complete, analyze, aggregate, act.
• Where does the information sit? What information are we missing? Where, why and how does it need to be
available? How do we get there?
• Remember the basics of business - ignoring them is the key cause of failure each time again.
• Remove the major obstacle of information silos.
• People first. Automation will not solve everything, nor will artificial intelligence.
• Never design around the system. Design around the business and user need.
Don't become part of the misguided majority
Towards information maturity
The best way to predict the future is to create it.
The true meaning of hyper-connectivity
Hyper-connectedness is a knowledge opportunity
• The value of data lies not just in its purpose but also in the missed opportunies of underutilizing
it and most of all in the integration and interconnectedness with people, processes, purpose,
context and devices.
• Compare: the Internet of Things versus the Internet of Everything
• Data is instrinsically dumb. Big data as such is meaningless
• Devices are intrinsically dumb. Connecting them - the Internet of Things - as such is meaningless.
• The Internet of Everything: data and information in an age of hyper-connectivity and an Internet
of people, devices, processes and connections that make sense for a purpose: APIs, algorithms
and analysis close to the source.
Hyper-connectivity is not about networks or devices. It's
about connecting people and meaning for a purpose. We
connect knowledge.
Outlook 2020
Towards the hybrid, personalized and highly contextual future of information
• Device- and channel-agnostic, new devices and formats.
• Disruptive experiences for a demanding user.
• Hyper-personalization: APIs + recommendation engines.
• Self-learning systems and bots.
• Platform economy, everything-as-a-service
• A hybrid human and automated information and decision matrix (e.g. robo-advisors).
• Hyper-contextual and hyper-connected.
• Smarter search (from search to find to receive in real-time and based upon self-learning intelligence)
• New ways of increasing relevance, push and pull.
• Combining traditional sources and analysis of unstructured data (from social data to IoT-generated data).
• A universal dashboard: wisdom and action.
The Top New Investment Areas Through 2017 Will Be Contextual Understanding and Automated Next Best Action Capabilities
UBIQUITY
The importance of the human knowledge factor
• Knowledge and content aggregation: the premium of manual selection and context of the librarian.
• Authentic thinking, innovation and thought leadership content - there is no app for that.
• Managing and dispersing knowledge when and where it sits will remain important.
• You need curators and human insight to sift through an ocean of noise.
• Each opinion, knowledge interpretation, data insight is by definition subjective.
• Be the best answer.
• Data needs creativity.
• Robots cannot replace human emotion, culture, background and subconsciousness.
From challenge to opportunity
The human meaning of data
The rate of change of pretty much everything in
modern day life seems to be increasing.
However, we, the human beings in this equation, are
the governing factor
http://www.i-scoop.eu/digital-transformation-fast-data-customer-adaptive-business/
Information is the lifeblood of relationships
The thing that really causes disruption is
the change in power and balance when shifts
in value happen between individuals,
between companies, between customers,
within companies and inside ecosystems and the value chain.
http://www.i-scoop.eu/charlene-li-an-interview-on-leadership-and-digital-transformation/
Thank you!
Questions?
info@i-scoop.be
@conversionation

Weitere ähnliche Inhalte

Was ist angesagt?

Managing Information for Impact
Managing Information for ImpactManaging Information for Impact
Managing Information for Impact
Donny Shimamoto
 
Big Data & Analytics Trends 2016 Vin Malhotra
Big Data & Analytics Trends 2016 Vin MalhotraBig Data & Analytics Trends 2016 Vin Malhotra
Big Data & Analytics Trends 2016 Vin Malhotra
Vin Malhotra
 

Was ist angesagt? (20)

[Slides] What Do We Do with All This Big Data by Altimeter Group
[Slides] What Do We Do with All This Big Data by Altimeter Group[Slides] What Do We Do with All This Big Data by Altimeter Group
[Slides] What Do We Do with All This Big Data by Altimeter Group
 
Managing Information for Impact
Managing Information for ImpactManaging Information for Impact
Managing Information for Impact
 
Innovation Overload – Technology, Jobs and the Future
Innovation Overload – Technology, Jobs and the FutureInnovation Overload – Technology, Jobs and the Future
Innovation Overload – Technology, Jobs and the Future
 
Information 3.0 - Data + Technology + People
Information 3.0 - Data + Technology + PeopleInformation 3.0 - Data + Technology + People
Information 3.0 - Data + Technology + People
 
Driving a data-centric culture
Driving a data-centric cultureDriving a data-centric culture
Driving a data-centric culture
 
Analytics Service Framework
Analytics Service Framework Analytics Service Framework
Analytics Service Framework
 
Enterprise and Acumen: Real World Information Skills and Employability for Bu...
Enterprise and Acumen: Real World Information Skills and Employability for Bu...Enterprise and Acumen: Real World Information Skills and Employability for Bu...
Enterprise and Acumen: Real World Information Skills and Employability for Bu...
 
Loras College 2014 Business Analytics Symposium | Gebhard Rainer: Building a ...
Loras College 2014 Business Analytics Symposium | Gebhard Rainer: Building a ...Loras College 2014 Business Analytics Symposium | Gebhard Rainer: Building a ...
Loras College 2014 Business Analytics Symposium | Gebhard Rainer: Building a ...
 
How to get ready for the fast future - #CCHUC15
How to get ready for the fast future - #CCHUC15How to get ready for the fast future - #CCHUC15
How to get ready for the fast future - #CCHUC15
 
The Digital Culture Challenge: Closing the Employee-Leadership Gap
The Digital Culture Challenge: Closing the Employee-Leadership GapThe Digital Culture Challenge: Closing the Employee-Leadership Gap
The Digital Culture Challenge: Closing the Employee-Leadership Gap
 
The Human Side of Data By Colin Strong
The Human Side of Data By Colin StrongThe Human Side of Data By Colin Strong
The Human Side of Data By Colin Strong
 
Data Science Infographic
Data Science InfographicData Science Infographic
Data Science Infographic
 
The Digital Talent Gap - Developing Skills for Today’s Digital Organizations
The Digital Talent Gap - Developing Skills for Today’s Digital OrganizationsThe Digital Talent Gap - Developing Skills for Today’s Digital Organizations
The Digital Talent Gap - Developing Skills for Today’s Digital Organizations
 
HR Experts Share How Analytics are Shaping a #SmarterWorkforce
HR Experts Share How Analytics are Shaping a #SmarterWorkforceHR Experts Share How Analytics are Shaping a #SmarterWorkforce
HR Experts Share How Analytics are Shaping a #SmarterWorkforce
 
Unlocking Value of Data in a Digital Age
Unlocking Value of Data in a Digital AgeUnlocking Value of Data in a Digital Age
Unlocking Value of Data in a Digital Age
 
Big Data & Analytics Trends 2016 Vin Malhotra
Big Data & Analytics Trends 2016 Vin MalhotraBig Data & Analytics Trends 2016 Vin Malhotra
Big Data & Analytics Trends 2016 Vin Malhotra
 
Big Data - an actuarial perspective
Big Data - an actuarial perspectiveBig Data - an actuarial perspective
Big Data - an actuarial perspective
 
How to Create a Data Culture
How to Create a Data CultureHow to Create a Data Culture
How to Create a Data Culture
 
Where In The World Is Your Sensitive Data?
Where In The World Is Your Sensitive Data?Where In The World Is Your Sensitive Data?
Where In The World Is Your Sensitive Data?
 
Why Banking Customers Switch: Covid-19's Impact on Loyalty
Why Banking Customers Switch: Covid-19's Impact on LoyaltyWhy Banking Customers Switch: Covid-19's Impact on Loyalty
Why Banking Customers Switch: Covid-19's Impact on Loyalty
 

Ähnlich wie From the End of Information Chaos to Contextual Knowledge

Newcastle Intro 2015
Newcastle Intro 2015Newcastle Intro 2015
Newcastle Intro 2015
Lee Schlenker
 
Introduction 2014
Introduction 2014Introduction 2014
Introduction 2014
Lee Schlenker
 

Ähnlich wie From the End of Information Chaos to Contextual Knowledge (20)

Newcastle Intro 2015
Newcastle Intro 2015Newcastle Intro 2015
Newcastle Intro 2015
 
From Microfilm to Big Data - How Can One Brain Handle This Much Change Withou...
From Microfilm to Big Data - How Can One Brain Handle This Much Change Withou...From Microfilm to Big Data - How Can One Brain Handle This Much Change Withou...
From Microfilm to Big Data - How Can One Brain Handle This Much Change Withou...
 
Unlocking the Value of Big Data (Innovation Summit 2014)
Unlocking the Value of Big Data (Innovation Summit 2014)Unlocking the Value of Big Data (Innovation Summit 2014)
Unlocking the Value of Big Data (Innovation Summit 2014)
 
Data Driven Marketing: the DNA of customer orientated companies
Data Driven Marketing: the DNA of customer orientated companiesData Driven Marketing: the DNA of customer orientated companies
Data Driven Marketing: the DNA of customer orientated companies
 
How CIOs are grappling with big data analytics in Canada
How CIOs are grappling with big data analytics in CanadaHow CIOs are grappling with big data analytics in Canada
How CIOs are grappling with big data analytics in Canada
 
Revealing B2B Digital Marketers biggest challenges
Revealing B2B Digital Marketers biggest challengesRevealing B2B Digital Marketers biggest challenges
Revealing B2B Digital Marketers biggest challenges
 
The state of data in 2015
The state of data in 2015The state of data in 2015
The state of data in 2015
 
Not Waving but Drowning - The State of Data in 2015
Not Waving but Drowning - The State of Data in 2015Not Waving but Drowning - The State of Data in 2015
Not Waving but Drowning - The State of Data in 2015
 
Not waving-but-drowning
Not waving-but-drowningNot waving-but-drowning
Not waving-but-drowning
 
20140826 I&T Webinar_The Proliferation of Data - Finding Meaning Amidst the N...
20140826 I&T Webinar_The Proliferation of Data - Finding Meaning Amidst the N...20140826 I&T Webinar_The Proliferation of Data - Finding Meaning Amidst the N...
20140826 I&T Webinar_The Proliferation of Data - Finding Meaning Amidst the N...
 
The Incidental Science of Organizational Growth via Digital Transformation
The Incidental Science of Organizational Growth via Digital Transformation The Incidental Science of Organizational Growth via Digital Transformation
The Incidental Science of Organizational Growth via Digital Transformation
 
The Implications of Digital Competency for Companies
The Implications of Digital Competency for CompaniesThe Implications of Digital Competency for Companies
The Implications of Digital Competency for Companies
 
The Future of ECM: new models for success
The Future of ECM: new models for successThe Future of ECM: new models for success
The Future of ECM: new models for success
 
Snapshot UK CIO 2018
Snapshot UK CIO 2018 Snapshot UK CIO 2018
Snapshot UK CIO 2018
 
Introduction 2014
Introduction 2014Introduction 2014
Introduction 2014
 
Digital Dimensions
Digital DimensionsDigital Dimensions
Digital Dimensions
 
Big Data Courses In Mumbai
Big Data Courses In MumbaiBig Data Courses In Mumbai
Big Data Courses In Mumbai
 
Lead to Cash: The Value of Big Data and Analytics for Telco
Lead to Cash: The Value of Big Data and Analytics for TelcoLead to Cash: The Value of Big Data and Analytics for Telco
Lead to Cash: The Value of Big Data and Analytics for Telco
 
Digital transformation guide and checklist 2020
Digital transformation guide and checklist 2020 Digital transformation guide and checklist 2020
Digital transformation guide and checklist 2020
 
Information Management White Paper
Information Management White PaperInformation Management White Paper
Information Management White Paper
 

Mehr von i-SCOOP

Guidelines on the application and setting of administrative fines for the pur...
Guidelines on the application and setting of administrative fines for the pur...Guidelines on the application and setting of administrative fines for the pur...
Guidelines on the application and setting of administrative fines for the pur...
i-SCOOP
 
Digital marketing in Belgium 2012: infographic
Digital marketing in Belgium 2012: infographicDigital marketing in Belgium 2012: infographic
Digital marketing in Belgium 2012: infographic
i-SCOOP
 

Mehr von i-SCOOP (20)

Draft NISTIR 8202
Draft NISTIR 8202Draft NISTIR 8202
Draft NISTIR 8202
 
Guidelines on the application and setting of administrative fines for the pur...
Guidelines on the application and setting of administrative fines for the pur...Guidelines on the application and setting of administrative fines for the pur...
Guidelines on the application and setting of administrative fines for the pur...
 
The EU ePrivacy Regulation text as it was published after the vote in the LIB...
The EU ePrivacy Regulation text as it was published after the vote in the LIB...The EU ePrivacy Regulation text as it was published after the vote in the LIB...
The EU ePrivacy Regulation text as it was published after the vote in the LIB...
 
NIST 2011 Cloud Computing definitions
NIST 2011 Cloud Computing definitionsNIST 2011 Cloud Computing definitions
NIST 2011 Cloud Computing definitions
 
EU ePrivacy Regulation Summary
EU ePrivacy Regulation SummaryEU ePrivacy Regulation Summary
EU ePrivacy Regulation Summary
 
Content Sharing Success Recipes from 6 of the most socially-shared
Content Sharing Success Recipes from 6 of the most socially-sharedContent Sharing Success Recipes from 6 of the most socially-shared
Content Sharing Success Recipes from 6 of the most socially-shared
 
IAB Content Marketing Primer
IAB Content Marketing PrimerIAB Content Marketing Primer
IAB Content Marketing Primer
 
Social Media Applied
Social Media AppliedSocial Media Applied
Social Media Applied
 
Social media program development success 3 steps
Social media program development success   3 stepsSocial media program development success   3 steps
Social media program development success 3 steps
 
The Increasingly Connected Consumer: Connected Devices
The Increasingly Connected Consumer: Connected DevicesThe Increasingly Connected Consumer: Connected Devices
The Increasingly Connected Consumer: Connected Devices
 
Key Lessons From the Fusion Marketing Experience conference 2012
Key Lessons From the Fusion Marketing Experience conference 2012Key Lessons From the Fusion Marketing Experience conference 2012
Key Lessons From the Fusion Marketing Experience conference 2012
 
Changing Your Organization from the Inside Out
Changing Your Organization from the Inside OutChanging Your Organization from the Inside Out
Changing Your Organization from the Inside Out
 
The People-Centric Organization
The People-Centric OrganizationThe People-Centric Organization
The People-Centric Organization
 
What customers want: the changing buying journey and how to prepare for it
What customers want: the changing buying journey and how to prepare for itWhat customers want: the changing buying journey and how to prepare for it
What customers want: the changing buying journey and how to prepare for it
 
The Social Media Strategist
The Social Media StrategistThe Social Media Strategist
The Social Media Strategist
 
Gerry McGovern: Bottom Page Marketing
Gerry McGovern: Bottom Page MarketingGerry McGovern: Bottom Page Marketing
Gerry McGovern: Bottom Page Marketing
 
The Anatomy of the Perfect Landing Page
The Anatomy of the Perfect Landing PageThe Anatomy of the Perfect Landing Page
The Anatomy of the Perfect Landing Page
 
Research Data Digital Marketing Belgium 2012
Research Data Digital Marketing Belgium 2012Research Data Digital Marketing Belgium 2012
Research Data Digital Marketing Belgium 2012
 
Digital marketing in Belgium 2012: infographic
Digital marketing in Belgium 2012: infographicDigital marketing in Belgium 2012: infographic
Digital marketing in Belgium 2012: infographic
 
Evolutions of ad spend on Facebook Q2 2011
Evolutions of ad spend on Facebook Q2 2011Evolutions of ad spend on Facebook Q2 2011
Evolutions of ad spend on Facebook Q2 2011
 

KĂźrzlich hochgeladen

FULL ENJOY Call Girls In Majnu Ka Tilla, Delhi Contact Us 8377877756
FULL ENJOY Call Girls In Majnu Ka Tilla, Delhi Contact Us 8377877756FULL ENJOY Call Girls In Majnu Ka Tilla, Delhi Contact Us 8377877756
FULL ENJOY Call Girls In Majnu Ka Tilla, Delhi Contact Us 8377877756
dollysharma2066
 
Al Mizhar Dubai Escorts +971561403006 Escorts Service In Al Mizhar
Al Mizhar Dubai Escorts +971561403006 Escorts Service In Al MizharAl Mizhar Dubai Escorts +971561403006 Escorts Service In Al Mizhar
Al Mizhar Dubai Escorts +971561403006 Escorts Service In Al Mizhar
allensay1
 
Quick Doctor In Kuwait +2773`7758`557 Kuwait Doha Qatar Dubai Abu Dhabi Sharj...
Quick Doctor In Kuwait +2773`7758`557 Kuwait Doha Qatar Dubai Abu Dhabi Sharj...Quick Doctor In Kuwait +2773`7758`557 Kuwait Doha Qatar Dubai Abu Dhabi Sharj...
Quick Doctor In Kuwait +2773`7758`557 Kuwait Doha Qatar Dubai Abu Dhabi Sharj...
daisycvs
 
Chandigarh Escorts Service 📞8868886958📞 Just📲 Call Nihal Chandigarh Call Girl...
Chandigarh Escorts Service 📞8868886958📞 Just📲 Call Nihal Chandigarh Call Girl...Chandigarh Escorts Service 📞8868886958📞 Just📲 Call Nihal Chandigarh Call Girl...
Chandigarh Escorts Service 📞8868886958📞 Just📲 Call Nihal Chandigarh Call Girl...
Sheetaleventcompany
 
Call Girls From Raj Nagar Extension Ghaziabad❤️8448577510 ⊹Best Escorts Servi...
Call Girls From Raj Nagar Extension Ghaziabad❤️8448577510 ⊹Best Escorts Servi...Call Girls From Raj Nagar Extension Ghaziabad❤️8448577510 ⊹Best Escorts Servi...
Call Girls From Raj Nagar Extension Ghaziabad❤️8448577510 ⊹Best Escorts Servi...
lizamodels9
 
Nelamangala Call Girls: 🍓 7737669865 🍓 High Profile Model Escorts | Bangalore...
Nelamangala Call Girls: 🍓 7737669865 🍓 High Profile Model Escorts | Bangalore...Nelamangala Call Girls: 🍓 7737669865 🍓 High Profile Model Escorts | Bangalore...
Nelamangala Call Girls: 🍓 7737669865 🍓 High Profile Model Escorts | Bangalore...
amitlee9823
 
Call Girls Hebbal Just Call 👗 7737669865 👗 Top Class Call Girl Service Bangalore
Call Girls Hebbal Just Call 👗 7737669865 👗 Top Class Call Girl Service BangaloreCall Girls Hebbal Just Call 👗 7737669865 👗 Top Class Call Girl Service Bangalore
Call Girls Hebbal Just Call 👗 7737669865 👗 Top Class Call Girl Service Bangalore
amitlee9823
 
Call Girls Electronic City Just Call 👗 7737669865 👗 Top Class Call Girl Servi...
Call Girls Electronic City Just Call 👗 7737669865 👗 Top Class Call Girl Servi...Call Girls Electronic City Just Call 👗 7737669865 👗 Top Class Call Girl Servi...
Call Girls Electronic City Just Call 👗 7737669865 👗 Top Class Call Girl Servi...
amitlee9823
 

KĂźrzlich hochgeladen (20)

Famous Olympic Siblings from the 21st Century
Famous Olympic Siblings from the 21st CenturyFamous Olympic Siblings from the 21st Century
Famous Olympic Siblings from the 21st Century
 
Falcon Invoice Discounting: Unlock Your Business Potential
Falcon Invoice Discounting: Unlock Your Business PotentialFalcon Invoice Discounting: Unlock Your Business Potential
Falcon Invoice Discounting: Unlock Your Business Potential
 
Value Proposition canvas- Customer needs and pains
Value Proposition canvas- Customer needs and painsValue Proposition canvas- Customer needs and pains
Value Proposition canvas- Customer needs and pains
 
Falcon's Invoice Discounting: Your Path to Prosperity
Falcon's Invoice Discounting: Your Path to ProsperityFalcon's Invoice Discounting: Your Path to Prosperity
Falcon's Invoice Discounting: Your Path to Prosperity
 
PHX May 2024 Corporate Presentation Final
PHX May 2024 Corporate Presentation FinalPHX May 2024 Corporate Presentation Final
PHX May 2024 Corporate Presentation Final
 
Business Model Canvas (BMC)- A new venture concept
Business Model Canvas (BMC)-  A new venture conceptBusiness Model Canvas (BMC)-  A new venture concept
Business Model Canvas (BMC)- A new venture concept
 
Falcon Invoice Discounting: Empowering Your Business Growth
Falcon Invoice Discounting: Empowering Your Business GrowthFalcon Invoice Discounting: Empowering Your Business Growth
Falcon Invoice Discounting: Empowering Your Business Growth
 
Eluru Call Girls Service ☎ ️93326-06886 ❤️‍🔥 Enjoy 24/7 Escort Service
Eluru Call Girls Service ☎ ️93326-06886 ❤️‍🔥 Enjoy 24/7 Escort ServiceEluru Call Girls Service ☎ ️93326-06886 ❤️‍🔥 Enjoy 24/7 Escort Service
Eluru Call Girls Service ☎ ️93326-06886 ❤️‍🔥 Enjoy 24/7 Escort Service
 
FULL ENJOY Call Girls In Majnu Ka Tilla, Delhi Contact Us 8377877756
FULL ENJOY Call Girls In Majnu Ka Tilla, Delhi Contact Us 8377877756FULL ENJOY Call Girls In Majnu Ka Tilla, Delhi Contact Us 8377877756
FULL ENJOY Call Girls In Majnu Ka Tilla, Delhi Contact Us 8377877756
 
Al Mizhar Dubai Escorts +971561403006 Escorts Service In Al Mizhar
Al Mizhar Dubai Escorts +971561403006 Escorts Service In Al MizharAl Mizhar Dubai Escorts +971561403006 Escorts Service In Al Mizhar
Al Mizhar Dubai Escorts +971561403006 Escorts Service In Al Mizhar
 
Marel Q1 2024 Investor Presentation from May 8, 2024
Marel Q1 2024 Investor Presentation from May 8, 2024Marel Q1 2024 Investor Presentation from May 8, 2024
Marel Q1 2024 Investor Presentation from May 8, 2024
 
Quick Doctor In Kuwait +2773`7758`557 Kuwait Doha Qatar Dubai Abu Dhabi Sharj...
Quick Doctor In Kuwait +2773`7758`557 Kuwait Doha Qatar Dubai Abu Dhabi Sharj...Quick Doctor In Kuwait +2773`7758`557 Kuwait Doha Qatar Dubai Abu Dhabi Sharj...
Quick Doctor In Kuwait +2773`7758`557 Kuwait Doha Qatar Dubai Abu Dhabi Sharj...
 
SEO Case Study: How I Increased SEO Traffic & Ranking by 50-60% in 6 Months
SEO Case Study: How I Increased SEO Traffic & Ranking by 50-60%  in 6 MonthsSEO Case Study: How I Increased SEO Traffic & Ranking by 50-60%  in 6 Months
SEO Case Study: How I Increased SEO Traffic & Ranking by 50-60% in 6 Months
 
Chandigarh Escorts Service 📞8868886958📞 Just📲 Call Nihal Chandigarh Call Girl...
Chandigarh Escorts Service 📞8868886958📞 Just📲 Call Nihal Chandigarh Call Girl...Chandigarh Escorts Service 📞8868886958📞 Just📲 Call Nihal Chandigarh Call Girl...
Chandigarh Escorts Service 📞8868886958📞 Just📲 Call Nihal Chandigarh Call Girl...
 
Call Girls From Raj Nagar Extension Ghaziabad❤️8448577510 ⊹Best Escorts Servi...
Call Girls From Raj Nagar Extension Ghaziabad❤️8448577510 ⊹Best Escorts Servi...Call Girls From Raj Nagar Extension Ghaziabad❤️8448577510 ⊹Best Escorts Servi...
Call Girls From Raj Nagar Extension Ghaziabad❤️8448577510 ⊹Best Escorts Servi...
 
Malegaon Call Girls Service ☎ ️82500–77686 ☎️ Enjoy 24/7 Escort Service
Malegaon Call Girls Service ☎ ️82500–77686 ☎️ Enjoy 24/7 Escort ServiceMalegaon Call Girls Service ☎ ️82500–77686 ☎️ Enjoy 24/7 Escort Service
Malegaon Call Girls Service ☎ ️82500–77686 ☎️ Enjoy 24/7 Escort Service
 
Nelamangala Call Girls: 🍓 7737669865 🍓 High Profile Model Escorts | Bangalore...
Nelamangala Call Girls: 🍓 7737669865 🍓 High Profile Model Escorts | Bangalore...Nelamangala Call Girls: 🍓 7737669865 🍓 High Profile Model Escorts | Bangalore...
Nelamangala Call Girls: 🍓 7737669865 🍓 High Profile Model Escorts | Bangalore...
 
Call Girls Hebbal Just Call 👗 7737669865 👗 Top Class Call Girl Service Bangalore
Call Girls Hebbal Just Call 👗 7737669865 👗 Top Class Call Girl Service BangaloreCall Girls Hebbal Just Call 👗 7737669865 👗 Top Class Call Girl Service Bangalore
Call Girls Hebbal Just Call 👗 7737669865 👗 Top Class Call Girl Service Bangalore
 
Falcon Invoice Discounting platform in india
Falcon Invoice Discounting platform in indiaFalcon Invoice Discounting platform in india
Falcon Invoice Discounting platform in india
 
Call Girls Electronic City Just Call 👗 7737669865 👗 Top Class Call Girl Servi...
Call Girls Electronic City Just Call 👗 7737669865 👗 Top Class Call Girl Servi...Call Girls Electronic City Just Call 👗 7737669865 👗 Top Class Call Girl Servi...
Call Girls Electronic City Just Call 👗 7737669865 👗 Top Class Call Girl Servi...
 

From the End of Information Chaos to Contextual Knowledge

  • 1.
  • 2. About the Speaker J-P De Clerck is a digital transformation and information analyst. He will explore the rich diversity of existing and emerging information sources and formats, the ways to extract value from them and how to offer that value to the increasingly mobile and connected decision maker—today and in the future. To learn more about J-P, visit the i-SCOOP website. About the 2020 Vision Series The 2020 Vision webinar series is part of the “Visionaries Wanted” educational program co- developed by InfoDesk and Dow Jones for information and knowledge management professionals, IT leaders, senior digital information strategists and other professionals responsible for business information workflow within their organizations. For more information contact sean.smith@infodesk.com. Speaker J-P De Clerck
  • 3. Information Diversity 2020 From the End of Chaos to a Tailored Smart Knowledge Service
  • 5. The hidden gems of information in transformation "Only 4% of businesses can extract full value from their information." (PwC, 2015)
  • 6. Setting the scene The information landscape has dramatically changed • Volume The accelerating growth of data, content and information. • Velocity The accelerating speed at which data is generated and needs processing. • Variety More types, sources and formats of information than ever before. • Value Information is a key business asset, value generator and economic good as such. Challenge and opportunity Less than 0.5% of all data is ever analyzed and used.
  • 7. CHANGE: WHEN HISTORY REPEATS ITSELF "The product is information. Those who use information most effectively, control wealth." Gerry McGovern in "The Caring Economy", 1999 "Information is one of your most valuable assets. Do you value or manage it like one?" Douglas Laney on Infonomics, 2009 "Leaders in information transformation must treat data as they would any asset." Serge Findling , information in DX, 2015
  • 8. CHANGE AND HISTORY: HAVE WE LEARNED? • 68% of businesses plans to undertake an organizational transformation, only a small fraction have fully digitized their content-centric business processes (Forrester Consulting, 2016). • 50% of organizations expect to have all digital content within the next two years, yet only 14% said their organization’s collective content is virtually all digital today (Forrester Consulting, 2016). • Manual and fragmented processes impede employee momentum: scattered content (49%) and lack of contextual information (47%) are key pain points (Forrester Consulting, 2016). • Two-thirds of North American and European business is unable to extract value from their information. 23% derives no benefit, 43% obtains little tangible benefit (PwC, 2015). • By 2020 the digital universe will reach 44 trillion gigabytes, a tenfold increase over 2013. However, most organizations are still at the beginning of their journey to extract value from information. (IDC, 2015).
  • 9. THE SOLE ETERNAL TRUE CHALLENGE
  • 10. Setting the scene: disruption diversity ECM and information management have been disrupted • Organizations not ready to cope with increasing volumes and diversity of data • Lack of clear plan on leveraging full value hidden within information we have (access to). • ECM forced to move from systems of records to systems of engagement to systems of insight. • Information hoarding mentality stood and stands in the way of a focus on what matters most. • Consumerization disrupted the centralized view of ECM and information management practice. • Solutions and the industry are not ready to deal with reality of cloud and "mobile ability". • ECM has not crossed over into the technology mainstream. • The speed of the consumer and digital transformation outpaces speed of information capabilities and business. • Legacy ECM left behind and not agile enough: shift from information to purpose/context. • Information management disrupted by new ways of working. • No ability to enable the next stage of the extended enterprise.
  • 11. Setting the scene: disruption diversity ECM and information management have been disrupted ECM has not crossed over into the technology mainstream
  • 12. The real goal isn’t managing the information, it is harnessing the value of information to control it and use it to better serve our customers and improve our business processes and decisions. Unprecedented information creation and consumption + Disruption at the edges, outpacing the speed of business + Lack of ability to adapt and pro-dapt
  • 13. 4 core problems on the enterprise level (AIIM) Information chaos
  • 14. Information chaos An enterprise perspective How can we use all this information we have but underuse and poorly manage to achieve desired outcomes from the perspective of engaging those at the edge: knowledge workers, customers, partners? 01. Engagement
  • 15. Information chaos An enterprise perspective How can we leverage all that information to automate, improve and holistically speed up business processes? 02. Automation
  • 16. Information chaos An enterprise perspective Given all the information we have, collect and can still digitize or acquire in this exponentially growing landscape, how do we acquire what matters? How do we combine it to gain insights and actionable knowledge? 03. Insights
  • 17. Information chaos An enterprise perspective How do we deal with the inevitable risks that come with ever larger volumes of content and information, which on top of that is also becoming more complex than before? 04. Risk 4 information chaos problems
  • 18. Information chaos The enterprise reality in practice • From Process workers — “Quit making us enter the same information in five different spreadsheets.” • From Knowledge workers — “We’re drowning in information but thirsty for knowledge.” • From Security officers — “Information is leaking out of the organization at every turn.” • From Records managers and lawyers – “The volume of information that is beyond our ability to control is increasing business risk and exposure.” • From IT people — “We can’t keep up with the demands of the business and they are working around us rather than with us.” • From Line of Business People — “Productivity is declining because of our inability to automate our core processes.” • From the C-Suite — “We are spending so much effort just keeping the lights on that I am afraid we will miss the next wave of technology and be left behind.” Interview John Mancini (AIIM) - http://www.i-scoop.eu/digital-transformation-information-opportunity
  • 19.
  • 20. Information chaos The business content and knowledge perspective "We are overwhelmed by sharply increasing volumes of content that is created on every possible topic as businesses keep putting out more content." The question, on top of the overload: How do I find the best possible answers for my individual task, query and purpose. • Most accurate • Most relevant • Most contextual • Most timely • Most trustworthy Investors and anyone in need of business information to make important financial decisions wonder if they have the right, most accurate and very latest information sources and data to win. 79% of information users look for free information on the Internet (McKinsey)
  • 21. Information chaos The content consumer (all of us) perspective "I am unable to consume all content. My brain capacity is limited". Mark Schaefer: http://www.businessesgrow.com/2014/01/06/content-shock
  • 22. Information chaos The content consumer (all of us) perspective "There is too much content. I am in shock". Mark Schaefer: http://www.businessesgrow.com/2014/01/06/content-shock
  • 23. The real goal isn’t managing the information, it is harnessing the value of information to control it and use it to better serve our customers and improve our business processes and decisions. IS IT REALLY ABOUT VOLUME? IS IT REALLY ABOUT HUMAN CAPACITY IS THERE REALLY A CONTENT SHOCK?
  • 24. Information chaos Volume should never be the problem • No one wants to "consume all content". • Consumers nor knowledge workers nor decision makers care about volume. • It is perfectly possible to analyze large sets of data and information. • Curation and aggregation of knowledge is not new. • Technologies to turn volume into value are widely available. • It's not about big data but about smart, small, fast and actionable data. There is noise in data, business information and content. Semantics, context, relevance and curation matter.
  • 25. Information chaos Then what is the problem? • In content marketing: a lack of focus on intent and too much focus on quantity and distribution. • In information management: lack of focus on a unified information strategy, driven by purpose. • An undervaluation of the context of and experiences sought by 'content consumers'. • Silos and gaps: between 1) perceptions regarding information maturity and realities, and 2) awareness about the value of information and the actual valuation by taking actions. • People. Not enough focus on the intersection of information, processes and most of all people. • Culture, DNA and lack of agility, with an ongoing dominance of centralized inside-out views. • Access. Content is not where the value sits. Access to content and information is the key. Without a clear purpose and integration of information sources to serve the end user, information doesn't lead to tangible competitive benefits.
  • 26. Solving the challenges Seeking value in information chaos: the real challenges • It's not about volume. It's what you and/or your business want to achieve. • It's what users, workers, customers and partners expect from you. • It's about speed as a competitive differentiator and knowledge as the key to timely decisions. • It's about integrating and connecting (no silos) and the value that you can generate. Analytics and technologies to capture, analyse, contextualize, connect and offer access to actionable intelligence fast are key. Artificial intelligence aims to augment human knowledge. People remain the differentiators, both in a context of 1) purpose and of 2) decision making. "Information is the oil of the 21st century and analytics is the combustion engine" (Peter Sondergaard, Gartner).
  • 27. Turning challenges into opportunities "Where information is concerned, the rate of growth in the opportunities appears to be outstripping the ability of organizations to capture them". (Claire Reid, PwC).
  • 28. From challenge to opportunity Information diversity: unstructured data • Majority of the data businesses have. • Not tapped into enough yet. • Fastest growing type of data. • When unlocked and integrated with processes, ample benefits: • Speed of process, high contextual value • Customer experience • Adding a "why" to the "how" of big data • Extracting meaning to translate patterns. Needs artificial intelligence: machine learning, cognitive, content analytics. • Social feedback and messages • Sensor-generated data • Files: Word, audio, email,... • Weblogs • Images • ..... Crunching numbers is easy, adding meaning (what, how and why) is where the seeds of value get planted and what is missed becomes visible.
  • 29. From challenge to opportunity Information diversity: content analytics - AI as the solution "The need for information in the right place, to the right person, in the right context is the prism through which we need to view content analytics." Drivers and benefits: • Contextual search and curation • Business insight • Process Automation • Adding value to legacy content • Sentiment analysis, threat patterns, text mining, looking for meaning. • When we add analysis to recognition, we can match up content with rules and policies, detect unusual behavior and spot patterns and trends Rules-based analytics are limited by the way they are designed and directed. Rules-based analytics are not set up to deal with the volume and variety of data available. Making sense of unstructured data in practice • Contact centers and end-to-end customer experience. • Insurance claims processing. • Healthcare and medical files. • Wealth management. Ask for examples: info@i-scoop.be
  • 30. From challenge to opportunity Prioritization in data acquisition (and beyond) Focus on the opportunities instead of the volumes, regardless of types or sources of data/information. Targeting the highest value or target-rich data: • Easy to access: how easy can it be obtained. Also: is offering access highly valuable? • Available in real-time: can it drive real-time decisions and actions? • Footprint: can analysis impact many people such as customers or large parts of the business ecosystem? • Transformative: can it, when properly analyzed and acted upon, change society or your business in an impactful meaningful way? • Intersection synergy: does the data have more than one of these attributes? At 1.5% of the total, target- rich data is a much more manageable area of discovery (IDC, The digital universe of opportunities).
  • 31. From challenge to opportunity The challenge of speed: real-time economy, just-in-time supply chains • .
  • 32. Don't become part of the misguided majority 76 percent of business say that they are either constrained by legacy, culture, regulatory data issues or miss an understanding of the potential value held by their information. As they don't see the benefits and commercial gains that can be made they don't invest in ways to seize the information advantage or try to unlock the value value of the information they hold. (PwC, 2015). Towards information maturity THE DIFFERENCE BETWEEN DISRUPTION AND DISRUPTED
  • 33. From challenge to opportunity Towards information maturity
  • 34. From challenge to opportunity Towards information maturity Mastering the full information value chain and getting the right information to the right system, process and user at the right time for the right purpose. • Start with the end in mind: purpose, desired outcomes, users and context. • Focus on creating actionable information: inventorize, complete, analyze, aggregate, act. • Where does the information sit? What information are we missing? Where, why and how does it need to be available? How do we get there? • Remember the basics of business - ignoring them is the key cause of failure each time again. • Remove the major obstacle of information silos. • People first. Automation will not solve everything, nor will artificial intelligence. • Never design around the system. Design around the business and user need.
  • 35. Don't become part of the misguided majority Towards information maturity The best way to predict the future is to create it.
  • 36. The true meaning of hyper-connectivity Hyper-connectedness is a knowledge opportunity • The value of data lies not just in its purpose but also in the missed opportunies of underutilizing it and most of all in the integration and interconnectedness with people, processes, purpose, context and devices. • Compare: the Internet of Things versus the Internet of Everything • Data is instrinsically dumb. Big data as such is meaningless • Devices are intrinsically dumb. Connecting them - the Internet of Things - as such is meaningless. • The Internet of Everything: data and information in an age of hyper-connectivity and an Internet of people, devices, processes and connections that make sense for a purpose: APIs, algorithms and analysis close to the source. Hyper-connectivity is not about networks or devices. It's about connecting people and meaning for a purpose. We connect knowledge.
  • 37. Outlook 2020 Towards the hybrid, personalized and highly contextual future of information • Device- and channel-agnostic, new devices and formats. • Disruptive experiences for a demanding user. • Hyper-personalization: APIs + recommendation engines. • Self-learning systems and bots. • Platform economy, everything-as-a-service • A hybrid human and automated information and decision matrix (e.g. robo-advisors). • Hyper-contextual and hyper-connected. • Smarter search (from search to find to receive in real-time and based upon self-learning intelligence) • New ways of increasing relevance, push and pull. • Combining traditional sources and analysis of unstructured data (from social data to IoT-generated data). • A universal dashboard: wisdom and action. The Top New Investment Areas Through 2017 Will Be Contextual Understanding and Automated Next Best Action Capabilities UBIQUITY
  • 38. The importance of the human knowledge factor • Knowledge and content aggregation: the premium of manual selection and context of the librarian. • Authentic thinking, innovation and thought leadership content - there is no app for that. • Managing and dispersing knowledge when and where it sits will remain important. • You need curators and human insight to sift through an ocean of noise. • Each opinion, knowledge interpretation, data insight is by definition subjective. • Be the best answer. • Data needs creativity. • Robots cannot replace human emotion, culture, background and subconsciousness. From challenge to opportunity
  • 39. The human meaning of data The rate of change of pretty much everything in modern day life seems to be increasing. However, we, the human beings in this equation, are the governing factor http://www.i-scoop.eu/digital-transformation-fast-data-customer-adaptive-business/
  • 40. Information is the lifeblood of relationships The thing that really causes disruption is the change in power and balance when shifts in value happen between individuals, between companies, between customers, within companies and inside ecosystems and the value chain. http://www.i-scoop.eu/charlene-li-an-interview-on-leadership-and-digital-transformation/