SlideShare a Scribd company logo
THE ADVENT OF THE FOURTH
INDUSTRIAL REVOLUTION
Accelerate your business alignment to the changing landscape
Each revolution has changed the way that products
are created through changing the environment.
Each has brought change in:
• Increased product standardisation
• Increased skills specialisation (and skills redundancy)
• Increased automation
Manual labour
to machine power
Division of labour
Mass production
Specialised micro-tasks
Automated production
Rote process automation
Smart systems
The 4th revolution is different: it’s changing product
to fit the environment / the consumer need.
It’s driven by the ability to understand how
products are used down to a single entity; and to
adjust it based on individual customisation.
It will accelerate the types of change seen in the
previous revolutions…
What is the 4th Industrial Revolution?
1780 1870 1970 2015
PRODUCT VARIATION
It’s becoming increasingly consumer driven
The Customer Funnel
• What happened to the people who dropped off
before purchase?
• When can you first identify behaviours that might
lead to purchase intent?
• What happens to the purchasers that don’t
become loyal or advocates?
• We need to look at the full customer journey:
• Path to purchase
• Service and support
• Ongoing forum / product web traffic
• How your communications are treated
Add context (metadata) to the data:
• Date & Time
• Channel
• Device
• Location
etc.
1. Capture all you can
2. Connect it all together in a timeline
3. Find the common patterns that lead to
retention, cross-sell/up-sell, improved service
4. Act upon those patterns: test & learn
5. Look at the lifecycle of the product
Listen, Consider, Act
©Experian 2014
Australian Metadata Law (2015)
• Not looking for the actual content!
• They can get what they need through context & behaviour
Install The Certus Accelerate
Shareable App
The Certus Accelerate App will give you access to a host of event related content including:
 Videos
 Infographics
 Blogs
How to download: A text will come through saying, “Certus app wants to share the
Accelerate app with you.” Simply Tap the link and follow the instructions to download the
app.
Fresh ideas: New content and features can be added to the app so the experience won’t end
once the event concludes, we will continue to update you with new content.
Act on it; don’t forget to check the outcome
Regular funds
transfer to savings
account
Logged in
Savings account
balance check
Credit card
purchase
Foreign currency
at branch
Website
visit
Offer made Website
purchase
Credit card
purchase
In the context of banking: Offering Travel Insurance
Purchased Travel
Insurance on web
5 x International
credit card
transactions
Credit card purchase
with Expedia
Logged in to check
savings balance
Visited branch for
foreign currency
Monthly automatic
$250 savings xfer
with label “Hols”
Email customers
having the same
geodems
Do you have travel
insurance sorted?
Visited website
looking at travel
insurance
Email alert: Confirming high
value spend
Offer: “Need Travel
Insurance?”
Scroll: “Tell us when
you’re travelling so we
don’t block your card”
Banner: Get travel
insurance and great
rates on currency
exchange
Capture and track everything
In the context of banking: Offering Travel Insurance
Extend the context. Classify and categorise, and enrich the data
Adjust the product, even create new products
Purchased Travel
Insurance on web
5 x International
credit card
transactions
Credit card purchase
with Expedia
Logged in to check
savings balance
Visited branch for
foreign currency
Monthly automatic
$250 savings xfer
with label “Hols” Visited website
looking at travel
insurance
Regular travel in
school holidays
Visiting expensive
international
restaurants
High correlation
between house
move and holiday
Offer Travel Insurance
at change of address
time
Offer children’s
savings account
Offer Wine Club
Savings tracker app
add-on
Regular savings set
up
Regular transfer
Runs for 6 months
Text label => TRAVEL
Text label => LEISURE
Mean time between
balance checks
Purchase 40%
higher than mean
Text label =>
TRAVEL
Foreign currency =>
TRAVEL
Day = SATURDAY
Time = MORNING
Page tag = TRAVEL
Drop-down = PERSONAL
Day = FRIDAY
Time = EVENING
Device = IPAD
Offer rejected,
already purchased
Page teg = TRAVEL
Drop-down = PERSONAL
Region = APAC
Date = 19/12/2016
Duration = 14 days
Region = APAC
Tom Yung Goong =
RESTAURANT
Value = $120
Date = 26/12/2016
Taking it to the next level…
• Applying Text Analytics
1. Social listening and feedback
2. Live chat logs
3. Search with natural language
4. Claims form completion
… and rethink your service to impact the largest
audience
1. Which aspects of your products or services get the
most feedback?
2. Are you seeing emerging trends that you could work
on proactively?
3. What kind of chat flow leads to a happy customer?
4. What phrases should the agent use for best results?
• Consumer expectation is increasingly that:
• You’re listening on all channels
• You’re there 24x7
• You’ll respond on their timeline
• You’ll increasingly (and seamlessly)
improve their product
Listen to history:
“No business can improve unless it pays the closest
possible attention to complaints and suggestions. If there is
any defect in service then that must be instantly and
rigorously investigated, but when the suggestion is only as
to style, one has to make sure whether it is not merely a
personal whim that is being voiced. “
“[They] listened to the 5 per cent, the special customers
who could say what they wanted, and forgot all about the
95 per cent.”
Henry Ford Autobiography 1922
SKILLS SPECIALISATION
We’re all specialists!
Thomas Thwaites:
“The Toaster Project”
This is the result:
» It cost £1187.54 to make
» It worked for about 5 minutes …
Tried to recreate a £4.99 (<$10) toaster
» from scratch
» sourcing all of the raw material
» by himself
Specialism & Maintenance
Ability of organisations to Service and Maintain
assets is being hit:
1. More complex environment
2. More rules and regulations
3. Expertise takes time and money (and retires)
4. Too much information / unusable in its raw form
» Costs to service and repair increase
» We need to simplify the complexity…
Make /
model
Location
Age
Service
Failures
Weather
SensorsMaterial
Manuals
Connect
ions
Tests
H&S
Financial
Enables identification of:
• Performance patterns
• Drivers for failure
• Failure prediction
• MTBF based on all factors
• Anomaly detection
• Poorest & best service
• Fraud detection
Our consumer engagement context can extend to understanding
and adjusting the way we work too…
As per customer-centric:
• Capture all you can
• Connect it all together in a timeline
• Find the common patterns that
lead to failure, extended life,
pre-emptive service
• Act upon those patterns:
test & learn
Next steps
• Look at the product lifecycle
• Integrate predictions into the
maintenance process
• Load up the knowledge
• Look at Business Process
Management
Asset Intelligence
• Enhancing with sensors
• Environmental factors
• Incorporate usage
Analyst
Modeller
Data
Scientist
Even the type of data being generated has created more specialisation
Structured
Semi-
structured
Unstructured
Transactions
Products
Sensors
Maintenance notes
Complaints
Queries
Social Media
Feedback
Photos
Repeated reports
and dashboards
Segmentation
Predictive Models
New insights
building to a
business case
Analyst
Modeller
Data
Scientist
Structured
Semi-
structured
Unstructured
Structured
Semi-
structured
Unstruct
ured
Simplify the complexity; put the information in more hands
• Classify metadata from type, location, time, user
• Extract subjects, objects, shapes, colours
• Pin attributes to structured data
• Summarise / derive content
• Create data marts with usable data
• Bring in technology to help…
INCREASED AUTOMATION
Time for Cognitive…
The four main characteristics of cognitive systems:
• They are able to learn their behaviours through education
• Their primary value is their expertise
• They support forms of expression that are more natural for
human interaction
• They continue to evolve as they experience new
information, new scenarios and new responses
“as soon as it works, no one calls it AI anymore.”
– John McCarthy (who coined the term AI)
We’re seeing an increasing number of ANI systems:
• Cars: anti-lock brakes, GPS with traffic knowledge,
Google’s self-driving car
• Smartphone: weather forecast, Pandora, Siri
• Computer: Email spam filter, Facebook’s “add a friend?”,
Amazon’s product recommendation
Narrow Intelligence
Specialist in one area
General Intelligence
Human Level AI
Superintelligence
Smarter than us – across the board
Building specialisation and gamification
Canon’s repair techies learn their trade by
dragging and dropping parts onto a virtual
copier.
Cisco’s myPlanNet enhanced its processes
through “Sims”-style acting as CEOs of
service providers
MLC health insurance pushing fitness goals
through targets on wearables
Associated Press has created thousands of
finance articles through ‘Automated Insights’
QBE Insurance box captures and analyses
good driving habits for policy discounts
NYU Tandon Fire Research Group is teaching
firefighting skills through game-like simulations
Blockchain Supply Chain
• Sensors monitor the raw products, parts,
supply, production, and shipment of items
• Record workers all the way through the
supply chain
• Each phase recorded on a blockchain
• Access climate conditions and processes
used in delivering the final product
• Helps users (and analytics) to quickly
match faulty products to issues in supply
chain – up to years afterwards
Uber is creating its own range
of autonomous vehicles
Cognitive development in the short-term
Product Search
• Draw in marketing and manuals
• Extract facets from text, photo, video
• Link with reviews & referrals from influencers
• Automatically find comparable or
substitute products
Inter-asset communication
• Electricity smart meter receives weather
warning from substation feeder
• Starts storing energy into home battery
• If outage occurs draws immediately from
battery; if weather passes draws over time
Knowledge Correlation
• Load a corpus of disparate knowledge
• Use natural language to ask support questions
• Convert gut feel to consensus
STEPS TO THE NEXT REVOLUTION
Takeaways
• Emerging technology breakthroughs in
fields such as Artificial Intelligence, the
Internet of Things, robotics,
autonomous vehicles, 3D printing,
nanotechnology, biotechnology, energy
storage, and quantum computing are
changing every business
• Agile, innovative competitors can
access and leverage global platforms
for research, development, marketing,
sales, and distribution, disrupting faster
than ever by improving the quality,
speed, or price at which value is
delivered
They don’t have what you have:
a customer base, a brand, a level of trust
• Build on your capabilities step-wise
» Listen, Consider, Act (repeat)
» Quick win / quick fail
» Build interfaces between your main systems
• Embrace the partitioning and automation of work
» Business Process Re-engineering
» Think APIs and Services
» Don’t forget governance and tracking
• Get your data in as many hands as possible
» Coherent, consistent, contextual
» Simplicity is compelling
QUESTIONS?

More Related Content

What's hot

Vital Trends in Digital Experience and Transformation in 2016 | Dreamforce 20...
Vital Trends in Digital Experience and Transformation in 2016 | Dreamforce 20...Vital Trends in Digital Experience and Transformation in 2016 | Dreamforce 20...
Vital Trends in Digital Experience and Transformation in 2016 | Dreamforce 20...Dion Hinchcliffe
 
IBM Solutions Connect 2013 IT Day Keynote
IBM Solutions Connect 2013 IT Day KeynoteIBM Solutions Connect 2013 IT Day Keynote
IBM Solutions Connect 2013 IT Day KeynoteIBM Software India
 
Digital Trends - Redefining the Insurance Industry (2016)
Digital Trends - Redefining the Insurance Industry (2016)Digital Trends - Redefining the Insurance Industry (2016)
Digital Trends - Redefining the Insurance Industry (2016)Chulalongkorn University
 
The Perfect IT Couple: Service Management Meets Asset Management
The Perfect IT Couple: Service Management Meets Asset ManagementThe Perfect IT Couple: Service Management Meets Asset Management
The Perfect IT Couple: Service Management Meets Asset ManagementBMC_DSM
 
Platform Plus Agile
Platform Plus AgilePlatform Plus Agile
Platform Plus AgileBen Turner
 
Big data and analytics ibm digital game plan short v2 nonconf
Big data and analytics ibm digital game plan short v2 nonconfBig data and analytics ibm digital game plan short v2 nonconf
Big data and analytics ibm digital game plan short v2 nonconfFriedel Jonker
 
The Key to Going Digital: Think People
The Key to Going Digital: Think PeopleThe Key to Going Digital: Think People
The Key to Going Digital: Think PeopleJennifer Stern
 
Keeping Your Cloud Infrastructure Healthy with the Internet of Things
Keeping Your Cloud Infrastructure Healthy with the Internet of ThingsKeeping Your Cloud Infrastructure Healthy with the Internet of Things
Keeping Your Cloud Infrastructure Healthy with the Internet of ThingsJennifer Stern
 
Intelligent enterprise: Cognitive Business Presentation from World of Watson
Intelligent enterprise: Cognitive Business Presentation from World of WatsonIntelligent enterprise: Cognitive Business Presentation from World of Watson
Intelligent enterprise: Cognitive Business Presentation from World of WatsonNancy Pearson
 
Inside Out and Upside Down - FOO Camp 2016 - Peter Coffee
Inside Out and Upside Down - FOO Camp 2016 - Peter CoffeeInside Out and Upside Down - FOO Camp 2016 - Peter Coffee
Inside Out and Upside Down - FOO Camp 2016 - Peter CoffeePeter Coffee
 
Beyond Headsets: The Rise of Augmented Business Reality
Beyond Headsets: The Rise of Augmented Business Reality Beyond Headsets: The Rise of Augmented Business Reality
Beyond Headsets: The Rise of Augmented Business Reality JoAnna Cheshire
 
Big data in foods & IBM Chef Watson agrofood park
Big data in foods  & IBM Chef Watson    agrofood parkBig data in foods  & IBM Chef Watson    agrofood park
Big data in foods & IBM Chef Watson agrofood parkAnders Quitzau
 
Innovation in enterpreneurship_2021
Innovation in enterpreneurship_2021Innovation in enterpreneurship_2021
Innovation in enterpreneurship_2021Bohitesh Misra, PMP
 
Big Data Goes to Work - Liberating Latent Value in a Connected World - P.Coffee
Big Data Goes to Work - Liberating Latent Value in a Connected World - P.CoffeeBig Data Goes to Work - Liberating Latent Value in a Connected World - P.Coffee
Big Data Goes to Work - Liberating Latent Value in a Connected World - P.CoffeePeter Coffee
 
The New Convergence of Data; The Next Strategic Business Advantage
The New Convergence of Data; The Next Strategic Business AdvantageThe New Convergence of Data; The Next Strategic Business Advantage
The New Convergence of Data; The Next Strategic Business AdvantageJoAnna Cheshire
 
Welcome to Life in the Digital Vortex
Welcome to Life in the Digital VortexWelcome to Life in the Digital Vortex
Welcome to Life in the Digital VortexInnoTech
 

What's hot (20)

Vital Trends in Digital Experience and Transformation in 2016 | Dreamforce 20...
Vital Trends in Digital Experience and Transformation in 2016 | Dreamforce 20...Vital Trends in Digital Experience and Transformation in 2016 | Dreamforce 20...
Vital Trends in Digital Experience and Transformation in 2016 | Dreamforce 20...
 
Cloud Reshaping Banking
Cloud Reshaping BankingCloud Reshaping Banking
Cloud Reshaping Banking
 
IBM Solutions Connect 2013 IT Day Keynote
IBM Solutions Connect 2013 IT Day KeynoteIBM Solutions Connect 2013 IT Day Keynote
IBM Solutions Connect 2013 IT Day Keynote
 
Digital Trends - Redefining the Insurance Industry (2016)
Digital Trends - Redefining the Insurance Industry (2016)Digital Trends - Redefining the Insurance Industry (2016)
Digital Trends - Redefining the Insurance Industry (2016)
 
The Perfect IT Couple: Service Management Meets Asset Management
The Perfect IT Couple: Service Management Meets Asset ManagementThe Perfect IT Couple: Service Management Meets Asset Management
The Perfect IT Couple: Service Management Meets Asset Management
 
Platform Plus Agile
Platform Plus AgilePlatform Plus Agile
Platform Plus Agile
 
Big data and analytics ibm digital game plan short v2 nonconf
Big data and analytics ibm digital game plan short v2 nonconfBig data and analytics ibm digital game plan short v2 nonconf
Big data and analytics ibm digital game plan short v2 nonconf
 
Making sense of consumer data
Making sense of consumer dataMaking sense of consumer data
Making sense of consumer data
 
The Key to Going Digital: Think People
The Key to Going Digital: Think PeopleThe Key to Going Digital: Think People
The Key to Going Digital: Think People
 
JANE ZHANG: Technology Planning
JANE ZHANG: Technology PlanningJANE ZHANG: Technology Planning
JANE ZHANG: Technology Planning
 
Keeping Your Cloud Infrastructure Healthy with the Internet of Things
Keeping Your Cloud Infrastructure Healthy with the Internet of ThingsKeeping Your Cloud Infrastructure Healthy with the Internet of Things
Keeping Your Cloud Infrastructure Healthy with the Internet of Things
 
Intelligent enterprise: Cognitive Business Presentation from World of Watson
Intelligent enterprise: Cognitive Business Presentation from World of WatsonIntelligent enterprise: Cognitive Business Presentation from World of Watson
Intelligent enterprise: Cognitive Business Presentation from World of Watson
 
Inside Out and Upside Down - FOO Camp 2016 - Peter Coffee
Inside Out and Upside Down - FOO Camp 2016 - Peter CoffeeInside Out and Upside Down - FOO Camp 2016 - Peter Coffee
Inside Out and Upside Down - FOO Camp 2016 - Peter Coffee
 
Beyond Headsets: The Rise of Augmented Business Reality
Beyond Headsets: The Rise of Augmented Business Reality Beyond Headsets: The Rise of Augmented Business Reality
Beyond Headsets: The Rise of Augmented Business Reality
 
The Benefits of Cloud Computing
The Benefits of Cloud ComputingThe Benefits of Cloud Computing
The Benefits of Cloud Computing
 
Big data in foods & IBM Chef Watson agrofood park
Big data in foods  & IBM Chef Watson    agrofood parkBig data in foods  & IBM Chef Watson    agrofood park
Big data in foods & IBM Chef Watson agrofood park
 
Innovation in enterpreneurship_2021
Innovation in enterpreneurship_2021Innovation in enterpreneurship_2021
Innovation in enterpreneurship_2021
 
Big Data Goes to Work - Liberating Latent Value in a Connected World - P.Coffee
Big Data Goes to Work - Liberating Latent Value in a Connected World - P.CoffeeBig Data Goes to Work - Liberating Latent Value in a Connected World - P.Coffee
Big Data Goes to Work - Liberating Latent Value in a Connected World - P.Coffee
 
The New Convergence of Data; The Next Strategic Business Advantage
The New Convergence of Data; The Next Strategic Business AdvantageThe New Convergence of Data; The Next Strategic Business Advantage
The New Convergence of Data; The Next Strategic Business Advantage
 
Welcome to Life in the Digital Vortex
Welcome to Life in the Digital VortexWelcome to Life in the Digital Vortex
Welcome to Life in the Digital Vortex
 

Viewers also liked

The Fourth Industrial Revolution
The Fourth Industrial RevolutionThe Fourth Industrial Revolution
The Fourth Industrial RevolutionLuca Lamera
 
Enter into the 4th Industrial Revolution
Enter into the 4th Industrial RevolutionEnter into the 4th Industrial Revolution
Enter into the 4th Industrial RevolutionDassault Systemes
 
Mastering The Fourth Industrial Revolution
Mastering The Fourth Industrial Revolution Mastering The Fourth Industrial Revolution
Mastering The Fourth Industrial Revolution Monty C. M. Metzger
 
The social impact of the fourth industrial revolution - la chartreuse de neuv...
The social impact of the fourth industrial revolution - la chartreuse de neuv...The social impact of the fourth industrial revolution - la chartreuse de neuv...
The social impact of the fourth industrial revolution - la chartreuse de neuv...Association la Chartreuse de Neuville
 
YOTG Munich - Imran Rehman - mesh.works - Prototyping the DNA of your organiz...
YOTG Munich - Imran Rehman - mesh.works - Prototyping the DNA of your organiz...YOTG Munich - Imran Rehman - mesh.works - Prototyping the DNA of your organiz...
YOTG Munich - Imran Rehman - mesh.works - Prototyping the DNA of your organiz...Year of the X
 
The 4 ERP governance best practices you can’t ignore
The 4 ERP governance best practices you can’t ignoreThe 4 ERP governance best practices you can’t ignore
The 4 ERP governance best practices you can’t ignoreGrant Thornton LLP
 
Jll panel venlo chief supply chain manager summt 2016
Jll panel venlo chief supply chain manager summt 2016Jll panel venlo chief supply chain manager summt 2016
Jll panel venlo chief supply chain manager summt 2016Frank Weber
 
Sogeti things - the fourth industrial revolution - things to tighten the li...
Sogeti   things - the fourth industrial revolution - things to tighten the li...Sogeti   things - the fourth industrial revolution - things to tighten the li...
Sogeti things - the fourth industrial revolution - things to tighten the li...polenumerique33
 
Education IT Market Forecast Webinar The Shift to Digital: Market Trends in ...
Education IT Market Forecast Webinar  The Shift to Digital: Market Trends in ...Education IT Market Forecast Webinar  The Shift to Digital: Market Trends in ...
Education IT Market Forecast Webinar The Shift to Digital: Market Trends in ...Jon Yoffie
 
The Digital Shift - Technology and the Digital Self
The Digital Shift - Technology and the Digital SelfThe Digital Shift - Technology and the Digital Self
The Digital Shift - Technology and the Digital SelfOlabode James
 
Digital shift - are we ready?
Digital shift - are we ready?Digital shift - are we ready?
Digital shift - are we ready?Cuibono
 
The Digital Enterprise Shift: Why it matters, and how you can avoid being sid...
The Digital Enterprise Shift: Why it matters, and how you can avoid being sid...The Digital Enterprise Shift: Why it matters, and how you can avoid being sid...
The Digital Enterprise Shift: Why it matters, and how you can avoid being sid...MWD Advisors
 
Practical Knowledge Management – Leveraging People, Process & Technology to E...
Practical Knowledge Management – Leveraging People, Process & Technology to E...Practical Knowledge Management – Leveraging People, Process & Technology to E...
Practical Knowledge Management – Leveraging People, Process & Technology to E...Enterprise Knowledge
 
Data Governance
Data GovernanceData Governance
Data GovernanceRob Lux
 
Master Data Governance Best Practices
Master Data Governance Best PracticesMaster Data Governance Best Practices
Master Data Governance Best PracticesBoris Otto
 
Robotic process automation in Industry 4.0 - Andrea Casati
Robotic process automation in Industry 4.0 - Andrea CasatiRobotic process automation in Industry 4.0 - Andrea Casati
Robotic process automation in Industry 4.0 - Andrea CasatiOpenKnowledge srl
 
Consumer Driven Contracts and Your Microservice Architecture @ Warsaw JUG
Consumer Driven Contracts and Your Microservice Architecture @ Warsaw JUGConsumer Driven Contracts and Your Microservice Architecture @ Warsaw JUG
Consumer Driven Contracts and Your Microservice Architecture @ Warsaw JUGMarcin Grzejszczak
 
The networks economy and the fourth industrial revolution - Enrica Sighinolfi
The networks economy and the fourth industrial revolution - Enrica SighinolfiThe networks economy and the fourth industrial revolution - Enrica Sighinolfi
The networks economy and the fourth industrial revolution - Enrica SighinolfiOpenKnowledge srl
 

Viewers also liked (20)

The Fourth Industrial Revolution
The Fourth Industrial RevolutionThe Fourth Industrial Revolution
The Fourth Industrial Revolution
 
Enter into the 4th Industrial Revolution
Enter into the 4th Industrial RevolutionEnter into the 4th Industrial Revolution
Enter into the 4th Industrial Revolution
 
Mastering The Fourth Industrial Revolution
Mastering The Fourth Industrial Revolution Mastering The Fourth Industrial Revolution
Mastering The Fourth Industrial Revolution
 
The social impact of the fourth industrial revolution - la chartreuse de neuv...
The social impact of the fourth industrial revolution - la chartreuse de neuv...The social impact of the fourth industrial revolution - la chartreuse de neuv...
The social impact of the fourth industrial revolution - la chartreuse de neuv...
 
YOTG Munich - Imran Rehman - mesh.works - Prototyping the DNA of your organiz...
YOTG Munich - Imran Rehman - mesh.works - Prototyping the DNA of your organiz...YOTG Munich - Imran Rehman - mesh.works - Prototyping the DNA of your organiz...
YOTG Munich - Imran Rehman - mesh.works - Prototyping the DNA of your organiz...
 
Davos 2016. Technology and Society.
Davos 2016. Technology and Society.Davos 2016. Technology and Society.
Davos 2016. Technology and Society.
 
The 4 ERP governance best practices you can’t ignore
The 4 ERP governance best practices you can’t ignoreThe 4 ERP governance best practices you can’t ignore
The 4 ERP governance best practices you can’t ignore
 
Jll panel venlo chief supply chain manager summt 2016
Jll panel venlo chief supply chain manager summt 2016Jll panel venlo chief supply chain manager summt 2016
Jll panel venlo chief supply chain manager summt 2016
 
Sogeti things - the fourth industrial revolution - things to tighten the li...
Sogeti   things - the fourth industrial revolution - things to tighten the li...Sogeti   things - the fourth industrial revolution - things to tighten the li...
Sogeti things - the fourth industrial revolution - things to tighten the li...
 
Education IT Market Forecast Webinar The Shift to Digital: Market Trends in ...
Education IT Market Forecast Webinar  The Shift to Digital: Market Trends in ...Education IT Market Forecast Webinar  The Shift to Digital: Market Trends in ...
Education IT Market Forecast Webinar The Shift to Digital: Market Trends in ...
 
The Digital Shift - Technology and the Digital Self
The Digital Shift - Technology and the Digital SelfThe Digital Shift - Technology and the Digital Self
The Digital Shift - Technology and the Digital Self
 
Davos 2016
Davos 2016 Davos 2016
Davos 2016
 
Digital shift - are we ready?
Digital shift - are we ready?Digital shift - are we ready?
Digital shift - are we ready?
 
The Digital Enterprise Shift: Why it matters, and how you can avoid being sid...
The Digital Enterprise Shift: Why it matters, and how you can avoid being sid...The Digital Enterprise Shift: Why it matters, and how you can avoid being sid...
The Digital Enterprise Shift: Why it matters, and how you can avoid being sid...
 
Practical Knowledge Management – Leveraging People, Process & Technology to E...
Practical Knowledge Management – Leveraging People, Process & Technology to E...Practical Knowledge Management – Leveraging People, Process & Technology to E...
Practical Knowledge Management – Leveraging People, Process & Technology to E...
 
Data Governance
Data GovernanceData Governance
Data Governance
 
Master Data Governance Best Practices
Master Data Governance Best PracticesMaster Data Governance Best Practices
Master Data Governance Best Practices
 
Robotic process automation in Industry 4.0 - Andrea Casati
Robotic process automation in Industry 4.0 - Andrea CasatiRobotic process automation in Industry 4.0 - Andrea Casati
Robotic process automation in Industry 4.0 - Andrea Casati
 
Consumer Driven Contracts and Your Microservice Architecture @ Warsaw JUG
Consumer Driven Contracts and Your Microservice Architecture @ Warsaw JUGConsumer Driven Contracts and Your Microservice Architecture @ Warsaw JUG
Consumer Driven Contracts and Your Microservice Architecture @ Warsaw JUG
 
The networks economy and the fourth industrial revolution - Enrica Sighinolfi
The networks economy and the fourth industrial revolution - Enrica SighinolfiThe networks economy and the fourth industrial revolution - Enrica Sighinolfi
The networks economy and the fourth industrial revolution - Enrica Sighinolfi
 

Similar to Certus Accelerate - Fourth Industrial Revolution by James Harwright

Webinar Deck: Building Customer Relationships in an Omni-Channel World
Webinar Deck: Building Customer Relationships in an Omni-Channel WorldWebinar Deck: Building Customer Relationships in an Omni-Channel World
Webinar Deck: Building Customer Relationships in an Omni-Channel WorldEnsighten
 
Going Native: Why and How?
Going Native: Why and How?Going Native: Why and How?
Going Native: Why and How?Intuit Inc.
 
Liferay overview of predicitve analytics
Liferay overview of predicitve analyticsLiferay overview of predicitve analytics
Liferay overview of predicitve analyticsJoe Brandenburg
 
Harnessing the content beast – Content marketing in the multiscreen world
Harnessing the content beast – Content marketing in the multiscreen worldHarnessing the content beast – Content marketing in the multiscreen world
Harnessing the content beast – Content marketing in the multiscreen worldThomas Robbins
 
The Digital Insurer speaks at AIA's inaugral bancassurance seminar
The Digital Insurer speaks at  AIA's inaugral bancassurance seminarThe Digital Insurer speaks at  AIA's inaugral bancassurance seminar
The Digital Insurer speaks at AIA's inaugral bancassurance seminarThe Digital Insurer
 
Insurance marketing automation and omni channel insurance.
Insurance marketing automation and omni channel insurance.Insurance marketing automation and omni channel insurance.
Insurance marketing automation and omni channel insurance.ShepHertz
 
UCD October 2014
UCD October 2014UCD October 2014
UCD October 2014GlowMetrics
 
DIGITAL-READINESS-MANUAL.pdf
DIGITAL-READINESS-MANUAL.pdfDIGITAL-READINESS-MANUAL.pdf
DIGITAL-READINESS-MANUAL.pdfssuser2e99b3
 
Mobile App presentation for the Gaslamp.org by UPG Mobile Marketing Group
Mobile App presentation for the Gaslamp.org by UPG Mobile Marketing GroupMobile App presentation for the Gaslamp.org by UPG Mobile Marketing Group
Mobile App presentation for the Gaslamp.org by UPG Mobile Marketing GroupUrphoneguy SD
 
Why your business needs a Mobile App with UPG! The Complete Solution
Why your business needs a Mobile App with UPG! The Complete SolutionWhy your business needs a Mobile App with UPG! The Complete Solution
Why your business needs a Mobile App with UPG! The Complete SolutionUrphoneguy SD
 
Online Listening and Opinion Analytics for Customer Care
Online Listening and Opinion Analytics for Customer CareOnline Listening and Opinion Analytics for Customer Care
Online Listening and Opinion Analytics for Customer CareHugo Zaragoza
 
Big Data in e-Commerce
Big Data in e-CommerceBig Data in e-Commerce
Big Data in e-CommerceDivante
 
Personalisation: Last Word Adestra Summit 2017
Personalisation: Last Word Adestra Summit 2017Personalisation: Last Word Adestra Summit 2017
Personalisation: Last Word Adestra Summit 2017Adestra
 
5 Key Steps to Drive with Fintech Customer Journeys
5 Key Steps to Drive with Fintech Customer Journeys5 Key Steps to Drive with Fintech Customer Journeys
5 Key Steps to Drive with Fintech Customer JourneysDouglas Karr
 
Big data can be used at SME's too
Big data can be used at SME's tooBig data can be used at SME's too
Big data can be used at SME's tooGeorge Antony
 
Surfing the Big Data waves - Don't forget your branding
Surfing the Big Data waves - Don't forget your brandingSurfing the Big Data waves - Don't forget your branding
Surfing the Big Data waves - Don't forget your brandingbpost
 
Essay Topics On The Aztecs. Online assignment writing service.
Essay Topics On The Aztecs. Online assignment writing service.Essay Topics On The Aztecs. Online assignment writing service.
Essay Topics On The Aztecs. Online assignment writing service.Taina Myers
 
Chapter-8 Value Creation with Information Systems
Chapter-8 Value Creation with Information SystemsChapter-8 Value Creation with Information Systems
Chapter-8 Value Creation with Information SystemsGunjan Gujral
 
Think Digital : Transform your life insurance agency model in Asia
Think Digital : Transform your life insurance agency model in AsiaThink Digital : Transform your life insurance agency model in Asia
Think Digital : Transform your life insurance agency model in AsiaThe Digital Insurer
 
E-commerce and Internet Marketing
E-commerce and Internet MarketingE-commerce and Internet Marketing
E-commerce and Internet MarketingSheeja Joseph
 

Similar to Certus Accelerate - Fourth Industrial Revolution by James Harwright (20)

Webinar Deck: Building Customer Relationships in an Omni-Channel World
Webinar Deck: Building Customer Relationships in an Omni-Channel WorldWebinar Deck: Building Customer Relationships in an Omni-Channel World
Webinar Deck: Building Customer Relationships in an Omni-Channel World
 
Going Native: Why and How?
Going Native: Why and How?Going Native: Why and How?
Going Native: Why and How?
 
Liferay overview of predicitve analytics
Liferay overview of predicitve analyticsLiferay overview of predicitve analytics
Liferay overview of predicitve analytics
 
Harnessing the content beast – Content marketing in the multiscreen world
Harnessing the content beast – Content marketing in the multiscreen worldHarnessing the content beast – Content marketing in the multiscreen world
Harnessing the content beast – Content marketing in the multiscreen world
 
The Digital Insurer speaks at AIA's inaugral bancassurance seminar
The Digital Insurer speaks at  AIA's inaugral bancassurance seminarThe Digital Insurer speaks at  AIA's inaugral bancassurance seminar
The Digital Insurer speaks at AIA's inaugral bancassurance seminar
 
Insurance marketing automation and omni channel insurance.
Insurance marketing automation and omni channel insurance.Insurance marketing automation and omni channel insurance.
Insurance marketing automation and omni channel insurance.
 
UCD October 2014
UCD October 2014UCD October 2014
UCD October 2014
 
DIGITAL-READINESS-MANUAL.pdf
DIGITAL-READINESS-MANUAL.pdfDIGITAL-READINESS-MANUAL.pdf
DIGITAL-READINESS-MANUAL.pdf
 
Mobile App presentation for the Gaslamp.org by UPG Mobile Marketing Group
Mobile App presentation for the Gaslamp.org by UPG Mobile Marketing GroupMobile App presentation for the Gaslamp.org by UPG Mobile Marketing Group
Mobile App presentation for the Gaslamp.org by UPG Mobile Marketing Group
 
Why your business needs a Mobile App with UPG! The Complete Solution
Why your business needs a Mobile App with UPG! The Complete SolutionWhy your business needs a Mobile App with UPG! The Complete Solution
Why your business needs a Mobile App with UPG! The Complete Solution
 
Online Listening and Opinion Analytics for Customer Care
Online Listening and Opinion Analytics for Customer CareOnline Listening and Opinion Analytics for Customer Care
Online Listening and Opinion Analytics for Customer Care
 
Big Data in e-Commerce
Big Data in e-CommerceBig Data in e-Commerce
Big Data in e-Commerce
 
Personalisation: Last Word Adestra Summit 2017
Personalisation: Last Word Adestra Summit 2017Personalisation: Last Word Adestra Summit 2017
Personalisation: Last Word Adestra Summit 2017
 
5 Key Steps to Drive with Fintech Customer Journeys
5 Key Steps to Drive with Fintech Customer Journeys5 Key Steps to Drive with Fintech Customer Journeys
5 Key Steps to Drive with Fintech Customer Journeys
 
Big data can be used at SME's too
Big data can be used at SME's tooBig data can be used at SME's too
Big data can be used at SME's too
 
Surfing the Big Data waves - Don't forget your branding
Surfing the Big Data waves - Don't forget your brandingSurfing the Big Data waves - Don't forget your branding
Surfing the Big Data waves - Don't forget your branding
 
Essay Topics On The Aztecs. Online assignment writing service.
Essay Topics On The Aztecs. Online assignment writing service.Essay Topics On The Aztecs. Online assignment writing service.
Essay Topics On The Aztecs. Online assignment writing service.
 
Chapter-8 Value Creation with Information Systems
Chapter-8 Value Creation with Information SystemsChapter-8 Value Creation with Information Systems
Chapter-8 Value Creation with Information Systems
 
Think Digital : Transform your life insurance agency model in Asia
Think Digital : Transform your life insurance agency model in AsiaThink Digital : Transform your life insurance agency model in Asia
Think Digital : Transform your life insurance agency model in Asia
 
E-commerce and Internet Marketing
E-commerce and Internet MarketingE-commerce and Internet Marketing
E-commerce and Internet Marketing
 

More from Certus Solutions

A Design Approach To Drive Business Innovation Nov
A Design Approach To Drive Business Innovation NovA Design Approach To Drive Business Innovation Nov
A Design Approach To Drive Business Innovation NovCertus Solutions
 
Melbourne: Certus Data 2.0 Vault Meetup with Snowflake - Data Vault In The Cl...
Melbourne: Certus Data 2.0 Vault Meetup with Snowflake - Data Vault In The Cl...Melbourne: Certus Data 2.0 Vault Meetup with Snowflake - Data Vault In The Cl...
Melbourne: Certus Data 2.0 Vault Meetup with Snowflake - Data Vault In The Cl...Certus Solutions
 
Sydney: Certus Data 2.0 Vault Meetup with Snowflake - Data Vault In The Cloud
Sydney: Certus Data 2.0 Vault Meetup with Snowflake - Data Vault In The Cloud Sydney: Certus Data 2.0 Vault Meetup with Snowflake - Data Vault In The Cloud
Sydney: Certus Data 2.0 Vault Meetup with Snowflake - Data Vault In The Cloud Certus Solutions
 
Design thinking to drive innovation v1.0 handout
Design thinking to drive innovation v1.0 handoutDesign thinking to drive innovation v1.0 handout
Design thinking to drive innovation v1.0 handoutCertus Solutions
 
Dv decision makers presentation 310518[1]
Dv decision makers presentation 310518[1]Dv decision makers presentation 310518[1]
Dv decision makers presentation 310518[1]Certus Solutions
 
Accelerate Blockchain slideshare
Accelerate Blockchain slideshareAccelerate Blockchain slideshare
Accelerate Blockchain slideshareCertus Solutions
 
Data Vault 2.0 - Getting Started | Certus Solutions
Data Vault 2.0 - Getting Started | Certus SolutionsData Vault 2.0 - Getting Started | Certus Solutions
Data Vault 2.0 - Getting Started | Certus SolutionsCertus Solutions
 
4th Industrial Revolution by Sam Williams
4th Industrial Revolution by Sam Williams4th Industrial Revolution by Sam Williams
4th Industrial Revolution by Sam WilliamsCertus Solutions
 
Accelerate 2017_ Maarten van der Zeyden_Mining the Facts, Revealing the Truth
Accelerate 2017_ Maarten van der Zeyden_Mining the Facts, Revealing the Truth Accelerate 2017_ Maarten van der Zeyden_Mining the Facts, Revealing the Truth
Accelerate 2017_ Maarten van der Zeyden_Mining the Facts, Revealing the Truth Certus Solutions
 
Accelerate 2017_Julien Redmond_Designing Systems to Mitigate Predictable Surp...
Accelerate 2017_Julien Redmond_Designing Systems to Mitigate Predictable Surp...Accelerate 2017_Julien Redmond_Designing Systems to Mitigate Predictable Surp...
Accelerate 2017_Julien Redmond_Designing Systems to Mitigate Predictable Surp...Certus Solutions
 
Accelerate 2017_What LEGO + The New York Times have been learning about disru...
Accelerate 2017_What LEGO + The New York Times have been learning about disru...Accelerate 2017_What LEGO + The New York Times have been learning about disru...
Accelerate 2017_What LEGO + The New York Times have been learning about disru...Certus Solutions
 
Accelerate 2017_Brand experience and context_Craig Parnham
Accelerate 2017_Brand experience and context_Craig ParnhamAccelerate 2017_Brand experience and context_Craig Parnham
Accelerate 2017_Brand experience and context_Craig ParnhamCertus Solutions
 
Accelerate 2017_Navigating Digital Disruption_James Slezak
Accelerate 2017_Navigating Digital Disruption_James SlezakAccelerate 2017_Navigating Digital Disruption_James Slezak
Accelerate 2017_Navigating Digital Disruption_James SlezakCertus Solutions
 
Certus Accelerate - Why You Need to Invest in Your Data by Vincent McBurney
Certus Accelerate - Why You Need to Invest in Your Data by Vincent McBurneyCertus Accelerate - Why You Need to Invest in Your Data by Vincent McBurney
Certus Accelerate - Why You Need to Invest in Your Data by Vincent McBurneyCertus Solutions
 
Certus Accelerate - A Crystal Ball for Asset Intensive Industry by Scott Peters
Certus Accelerate - A Crystal Ball for Asset Intensive Industry by Scott PetersCertus Accelerate - A Crystal Ball for Asset Intensive Industry by Scott Peters
Certus Accelerate - A Crystal Ball for Asset Intensive Industry by Scott PetersCertus Solutions
 
Innovation and Transformation in Financial Services
Innovation and Transformation in Financial ServicesInnovation and Transformation in Financial Services
Innovation and Transformation in Financial ServicesCertus Solutions
 
Certus Mobile Presentation
Certus Mobile PresentationCertus Mobile Presentation
Certus Mobile PresentationCertus Solutions
 

More from Certus Solutions (20)

A Design Approach To Drive Business Innovation Nov
A Design Approach To Drive Business Innovation NovA Design Approach To Drive Business Innovation Nov
A Design Approach To Drive Business Innovation Nov
 
Melbourne: Certus Data 2.0 Vault Meetup with Snowflake - Data Vault In The Cl...
Melbourne: Certus Data 2.0 Vault Meetup with Snowflake - Data Vault In The Cl...Melbourne: Certus Data 2.0 Vault Meetup with Snowflake - Data Vault In The Cl...
Melbourne: Certus Data 2.0 Vault Meetup with Snowflake - Data Vault In The Cl...
 
Sydney: Certus Data 2.0 Vault Meetup with Snowflake - Data Vault In The Cloud
Sydney: Certus Data 2.0 Vault Meetup with Snowflake - Data Vault In The Cloud Sydney: Certus Data 2.0 Vault Meetup with Snowflake - Data Vault In The Cloud
Sydney: Certus Data 2.0 Vault Meetup with Snowflake - Data Vault In The Cloud
 
Design thinking to drive innovation v1.0 handout
Design thinking to drive innovation v1.0 handoutDesign thinking to drive innovation v1.0 handout
Design thinking to drive innovation v1.0 handout
 
Dv decision makers presentation 310518[1]
Dv decision makers presentation 310518[1]Dv decision makers presentation 310518[1]
Dv decision makers presentation 310518[1]
 
Accelerate Blockchain slideshare
Accelerate Blockchain slideshareAccelerate Blockchain slideshare
Accelerate Blockchain slideshare
 
Data Vault 2.0 - Getting Started | Certus Solutions
Data Vault 2.0 - Getting Started | Certus SolutionsData Vault 2.0 - Getting Started | Certus Solutions
Data Vault 2.0 - Getting Started | Certus Solutions
 
4th Industrial Revolution by Sam Williams
4th Industrial Revolution by Sam Williams4th Industrial Revolution by Sam Williams
4th Industrial Revolution by Sam Williams
 
Accelerate 2017_ Maarten van der Zeyden_Mining the Facts, Revealing the Truth
Accelerate 2017_ Maarten van der Zeyden_Mining the Facts, Revealing the Truth Accelerate 2017_ Maarten van der Zeyden_Mining the Facts, Revealing the Truth
Accelerate 2017_ Maarten van der Zeyden_Mining the Facts, Revealing the Truth
 
Accelerate 2017_Julien Redmond_Designing Systems to Mitigate Predictable Surp...
Accelerate 2017_Julien Redmond_Designing Systems to Mitigate Predictable Surp...Accelerate 2017_Julien Redmond_Designing Systems to Mitigate Predictable Surp...
Accelerate 2017_Julien Redmond_Designing Systems to Mitigate Predictable Surp...
 
Accelerate 2017_What LEGO + The New York Times have been learning about disru...
Accelerate 2017_What LEGO + The New York Times have been learning about disru...Accelerate 2017_What LEGO + The New York Times have been learning about disru...
Accelerate 2017_What LEGO + The New York Times have been learning about disru...
 
Accelerate 2017_Brand experience and context_Craig Parnham
Accelerate 2017_Brand experience and context_Craig ParnhamAccelerate 2017_Brand experience and context_Craig Parnham
Accelerate 2017_Brand experience and context_Craig Parnham
 
Accelerate 2017_Navigating Digital Disruption_James Slezak
Accelerate 2017_Navigating Digital Disruption_James SlezakAccelerate 2017_Navigating Digital Disruption_James Slezak
Accelerate 2017_Navigating Digital Disruption_James Slezak
 
Certus Accelerate - Why You Need to Invest in Your Data by Vincent McBurney
Certus Accelerate - Why You Need to Invest in Your Data by Vincent McBurneyCertus Accelerate - Why You Need to Invest in Your Data by Vincent McBurney
Certus Accelerate - Why You Need to Invest in Your Data by Vincent McBurney
 
Certus Accelerate - A Crystal Ball for Asset Intensive Industry by Scott Peters
Certus Accelerate - A Crystal Ball for Asset Intensive Industry by Scott PetersCertus Accelerate - A Crystal Ball for Asset Intensive Industry by Scott Peters
Certus Accelerate - A Crystal Ball for Asset Intensive Industry by Scott Peters
 
Innovation and Transformation in Financial Services
Innovation and Transformation in Financial ServicesInnovation and Transformation in Financial Services
Innovation and Transformation in Financial Services
 
Just ask Watson Seminar
Just ask Watson SeminarJust ask Watson Seminar
Just ask Watson Seminar
 
Data, Devices and Design
Data, Devices and DesignData, Devices and Design
Data, Devices and Design
 
Successful Stewardship NZ
Successful Stewardship NZSuccessful Stewardship NZ
Successful Stewardship NZ
 
Certus Mobile Presentation
Certus Mobile PresentationCertus Mobile Presentation
Certus Mobile Presentation
 

Recently uploaded

Future Visions: Predictions to Guide and Time Tech Innovation, Peter Udo Diehl
Future Visions: Predictions to Guide and Time Tech Innovation, Peter Udo DiehlFuture Visions: Predictions to Guide and Time Tech Innovation, Peter Udo Diehl
Future Visions: Predictions to Guide and Time Tech Innovation, Peter Udo DiehlPeter Udo Diehl
 
To Graph or Not to Graph Knowledge Graph Architectures and LLMs
To Graph or Not to Graph Knowledge Graph Architectures and LLMsTo Graph or Not to Graph Knowledge Graph Architectures and LLMs
To Graph or Not to Graph Knowledge Graph Architectures and LLMsPaul Groth
 
Speed Wins: From Kafka to APIs in Minutes
Speed Wins: From Kafka to APIs in MinutesSpeed Wins: From Kafka to APIs in Minutes
Speed Wins: From Kafka to APIs in Minutesconfluent
 
Unsubscribed: Combat Subscription Fatigue With a Membership Mentality by Head...
Unsubscribed: Combat Subscription Fatigue With a Membership Mentality by Head...Unsubscribed: Combat Subscription Fatigue With a Membership Mentality by Head...
Unsubscribed: Combat Subscription Fatigue With a Membership Mentality by Head...Product School
 
Kubernetes & AI - Beauty and the Beast !?! @KCD Istanbul 2024
Kubernetes & AI - Beauty and the Beast !?! @KCD Istanbul 2024Kubernetes & AI - Beauty and the Beast !?! @KCD Istanbul 2024
Kubernetes & AI - Beauty and the Beast !?! @KCD Istanbul 2024Tobias Schneck
 
Introduction to Open Source RAG and RAG Evaluation
Introduction to Open Source RAG and RAG EvaluationIntroduction to Open Source RAG and RAG Evaluation
Introduction to Open Source RAG and RAG EvaluationZilliz
 
UiPath Test Automation using UiPath Test Suite series, part 3
UiPath Test Automation using UiPath Test Suite series, part 3UiPath Test Automation using UiPath Test Suite series, part 3
UiPath Test Automation using UiPath Test Suite series, part 3DianaGray10
 
Connector Corner: Automate dynamic content and events by pushing a button
Connector Corner: Automate dynamic content and events by pushing a buttonConnector Corner: Automate dynamic content and events by pushing a button
Connector Corner: Automate dynamic content and events by pushing a buttonDianaGray10
 
10 Differences between Sales Cloud and CPQ, Blanka Doktorová
10 Differences between Sales Cloud and CPQ, Blanka Doktorová10 Differences between Sales Cloud and CPQ, Blanka Doktorová
10 Differences between Sales Cloud and CPQ, Blanka DoktorováCzechDreamin
 
Powerful Start- the Key to Project Success, Barbara Laskowska
Powerful Start- the Key to Project Success, Barbara LaskowskaPowerful Start- the Key to Project Success, Barbara Laskowska
Powerful Start- the Key to Project Success, Barbara LaskowskaCzechDreamin
 
Demystifying gRPC in .Net by John Staveley
Demystifying gRPC in .Net by John StaveleyDemystifying gRPC in .Net by John Staveley
Demystifying gRPC in .Net by John StaveleyJohn Staveley
 
Slack (or Teams) Automation for Bonterra Impact Management (fka Social Soluti...
Slack (or Teams) Automation for Bonterra Impact Management (fka Social Soluti...Slack (or Teams) Automation for Bonterra Impact Management (fka Social Soluti...
Slack (or Teams) Automation for Bonterra Impact Management (fka Social Soluti...Jeffrey Haguewood
 
Exploring UiPath Orchestrator API: updates and limits in 2024 🚀
Exploring UiPath Orchestrator API: updates and limits in 2024 🚀Exploring UiPath Orchestrator API: updates and limits in 2024 🚀
Exploring UiPath Orchestrator API: updates and limits in 2024 🚀DianaGray10
 
Optimizing NoSQL Performance Through Observability
Optimizing NoSQL Performance Through ObservabilityOptimizing NoSQL Performance Through Observability
Optimizing NoSQL Performance Through ObservabilityScyllaDB
 
Key Trends Shaping the Future of Infrastructure.pdf
Key Trends Shaping the Future of Infrastructure.pdfKey Trends Shaping the Future of Infrastructure.pdf
Key Trends Shaping the Future of Infrastructure.pdfCheryl Hung
 
Custom Approval Process: A New Perspective, Pavel Hrbacek & Anindya Halder
Custom Approval Process: A New Perspective, Pavel Hrbacek & Anindya HalderCustom Approval Process: A New Perspective, Pavel Hrbacek & Anindya Halder
Custom Approval Process: A New Perspective, Pavel Hrbacek & Anindya HalderCzechDreamin
 
UiPath Test Automation using UiPath Test Suite series, part 1
UiPath Test Automation using UiPath Test Suite series, part 1UiPath Test Automation using UiPath Test Suite series, part 1
UiPath Test Automation using UiPath Test Suite series, part 1DianaGray10
 
Measures in SQL (a talk at SF Distributed Systems meetup, 2024-05-22)
Measures in SQL (a talk at SF Distributed Systems meetup, 2024-05-22)Measures in SQL (a talk at SF Distributed Systems meetup, 2024-05-22)
Measures in SQL (a talk at SF Distributed Systems meetup, 2024-05-22)Julian Hyde
 
Salesforce Adoption – Metrics, Methods, and Motivation, Antone Kom
Salesforce Adoption – Metrics, Methods, and Motivation, Antone KomSalesforce Adoption – Metrics, Methods, and Motivation, Antone Kom
Salesforce Adoption – Metrics, Methods, and Motivation, Antone KomCzechDreamin
 
SOQL 201 for Admins & Developers: Slice & Dice Your Org’s Data With Aggregate...
SOQL 201 for Admins & Developers: Slice & Dice Your Org’s Data With Aggregate...SOQL 201 for Admins & Developers: Slice & Dice Your Org’s Data With Aggregate...
SOQL 201 for Admins & Developers: Slice & Dice Your Org’s Data With Aggregate...CzechDreamin
 

Recently uploaded (20)

Future Visions: Predictions to Guide and Time Tech Innovation, Peter Udo Diehl
Future Visions: Predictions to Guide and Time Tech Innovation, Peter Udo DiehlFuture Visions: Predictions to Guide and Time Tech Innovation, Peter Udo Diehl
Future Visions: Predictions to Guide and Time Tech Innovation, Peter Udo Diehl
 
To Graph or Not to Graph Knowledge Graph Architectures and LLMs
To Graph or Not to Graph Knowledge Graph Architectures and LLMsTo Graph or Not to Graph Knowledge Graph Architectures and LLMs
To Graph or Not to Graph Knowledge Graph Architectures and LLMs
 
Speed Wins: From Kafka to APIs in Minutes
Speed Wins: From Kafka to APIs in MinutesSpeed Wins: From Kafka to APIs in Minutes
Speed Wins: From Kafka to APIs in Minutes
 
Unsubscribed: Combat Subscription Fatigue With a Membership Mentality by Head...
Unsubscribed: Combat Subscription Fatigue With a Membership Mentality by Head...Unsubscribed: Combat Subscription Fatigue With a Membership Mentality by Head...
Unsubscribed: Combat Subscription Fatigue With a Membership Mentality by Head...
 
Kubernetes & AI - Beauty and the Beast !?! @KCD Istanbul 2024
Kubernetes & AI - Beauty and the Beast !?! @KCD Istanbul 2024Kubernetes & AI - Beauty and the Beast !?! @KCD Istanbul 2024
Kubernetes & AI - Beauty and the Beast !?! @KCD Istanbul 2024
 
Introduction to Open Source RAG and RAG Evaluation
Introduction to Open Source RAG and RAG EvaluationIntroduction to Open Source RAG and RAG Evaluation
Introduction to Open Source RAG and RAG Evaluation
 
UiPath Test Automation using UiPath Test Suite series, part 3
UiPath Test Automation using UiPath Test Suite series, part 3UiPath Test Automation using UiPath Test Suite series, part 3
UiPath Test Automation using UiPath Test Suite series, part 3
 
Connector Corner: Automate dynamic content and events by pushing a button
Connector Corner: Automate dynamic content and events by pushing a buttonConnector Corner: Automate dynamic content and events by pushing a button
Connector Corner: Automate dynamic content and events by pushing a button
 
10 Differences between Sales Cloud and CPQ, Blanka Doktorová
10 Differences between Sales Cloud and CPQ, Blanka Doktorová10 Differences between Sales Cloud and CPQ, Blanka Doktorová
10 Differences between Sales Cloud and CPQ, Blanka Doktorová
 
Powerful Start- the Key to Project Success, Barbara Laskowska
Powerful Start- the Key to Project Success, Barbara LaskowskaPowerful Start- the Key to Project Success, Barbara Laskowska
Powerful Start- the Key to Project Success, Barbara Laskowska
 
Demystifying gRPC in .Net by John Staveley
Demystifying gRPC in .Net by John StaveleyDemystifying gRPC in .Net by John Staveley
Demystifying gRPC in .Net by John Staveley
 
Slack (or Teams) Automation for Bonterra Impact Management (fka Social Soluti...
Slack (or Teams) Automation for Bonterra Impact Management (fka Social Soluti...Slack (or Teams) Automation for Bonterra Impact Management (fka Social Soluti...
Slack (or Teams) Automation for Bonterra Impact Management (fka Social Soluti...
 
Exploring UiPath Orchestrator API: updates and limits in 2024 🚀
Exploring UiPath Orchestrator API: updates and limits in 2024 🚀Exploring UiPath Orchestrator API: updates and limits in 2024 🚀
Exploring UiPath Orchestrator API: updates and limits in 2024 🚀
 
Optimizing NoSQL Performance Through Observability
Optimizing NoSQL Performance Through ObservabilityOptimizing NoSQL Performance Through Observability
Optimizing NoSQL Performance Through Observability
 
Key Trends Shaping the Future of Infrastructure.pdf
Key Trends Shaping the Future of Infrastructure.pdfKey Trends Shaping the Future of Infrastructure.pdf
Key Trends Shaping the Future of Infrastructure.pdf
 
Custom Approval Process: A New Perspective, Pavel Hrbacek & Anindya Halder
Custom Approval Process: A New Perspective, Pavel Hrbacek & Anindya HalderCustom Approval Process: A New Perspective, Pavel Hrbacek & Anindya Halder
Custom Approval Process: A New Perspective, Pavel Hrbacek & Anindya Halder
 
UiPath Test Automation using UiPath Test Suite series, part 1
UiPath Test Automation using UiPath Test Suite series, part 1UiPath Test Automation using UiPath Test Suite series, part 1
UiPath Test Automation using UiPath Test Suite series, part 1
 
Measures in SQL (a talk at SF Distributed Systems meetup, 2024-05-22)
Measures in SQL (a talk at SF Distributed Systems meetup, 2024-05-22)Measures in SQL (a talk at SF Distributed Systems meetup, 2024-05-22)
Measures in SQL (a talk at SF Distributed Systems meetup, 2024-05-22)
 
Salesforce Adoption – Metrics, Methods, and Motivation, Antone Kom
Salesforce Adoption – Metrics, Methods, and Motivation, Antone KomSalesforce Adoption – Metrics, Methods, and Motivation, Antone Kom
Salesforce Adoption – Metrics, Methods, and Motivation, Antone Kom
 
SOQL 201 for Admins & Developers: Slice & Dice Your Org’s Data With Aggregate...
SOQL 201 for Admins & Developers: Slice & Dice Your Org’s Data With Aggregate...SOQL 201 for Admins & Developers: Slice & Dice Your Org’s Data With Aggregate...
SOQL 201 for Admins & Developers: Slice & Dice Your Org’s Data With Aggregate...
 

Certus Accelerate - Fourth Industrial Revolution by James Harwright

  • 1. THE ADVENT OF THE FOURTH INDUSTRIAL REVOLUTION Accelerate your business alignment to the changing landscape
  • 2. Each revolution has changed the way that products are created through changing the environment. Each has brought change in: • Increased product standardisation • Increased skills specialisation (and skills redundancy) • Increased automation Manual labour to machine power Division of labour Mass production Specialised micro-tasks Automated production Rote process automation Smart systems The 4th revolution is different: it’s changing product to fit the environment / the consumer need. It’s driven by the ability to understand how products are used down to a single entity; and to adjust it based on individual customisation. It will accelerate the types of change seen in the previous revolutions… What is the 4th Industrial Revolution? 1780 1870 1970 2015
  • 3. PRODUCT VARIATION It’s becoming increasingly consumer driven
  • 4. The Customer Funnel • What happened to the people who dropped off before purchase? • When can you first identify behaviours that might lead to purchase intent? • What happens to the purchasers that don’t become loyal or advocates? • We need to look at the full customer journey: • Path to purchase • Service and support • Ongoing forum / product web traffic • How your communications are treated
  • 5. Add context (metadata) to the data: • Date & Time • Channel • Device • Location etc. 1. Capture all you can 2. Connect it all together in a timeline 3. Find the common patterns that lead to retention, cross-sell/up-sell, improved service 4. Act upon those patterns: test & learn 5. Look at the lifecycle of the product Listen, Consider, Act ©Experian 2014 Australian Metadata Law (2015) • Not looking for the actual content! • They can get what they need through context & behaviour
  • 6. Install The Certus Accelerate Shareable App The Certus Accelerate App will give you access to a host of event related content including:  Videos  Infographics  Blogs How to download: A text will come through saying, “Certus app wants to share the Accelerate app with you.” Simply Tap the link and follow the instructions to download the app. Fresh ideas: New content and features can be added to the app so the experience won’t end once the event concludes, we will continue to update you with new content.
  • 7. Act on it; don’t forget to check the outcome Regular funds transfer to savings account Logged in Savings account balance check Credit card purchase Foreign currency at branch Website visit Offer made Website purchase Credit card purchase In the context of banking: Offering Travel Insurance Purchased Travel Insurance on web 5 x International credit card transactions Credit card purchase with Expedia Logged in to check savings balance Visited branch for foreign currency Monthly automatic $250 savings xfer with label “Hols” Email customers having the same geodems Do you have travel insurance sorted? Visited website looking at travel insurance Email alert: Confirming high value spend Offer: “Need Travel Insurance?” Scroll: “Tell us when you’re travelling so we don’t block your card” Banner: Get travel insurance and great rates on currency exchange Capture and track everything
  • 8. In the context of banking: Offering Travel Insurance Extend the context. Classify and categorise, and enrich the data Adjust the product, even create new products Purchased Travel Insurance on web 5 x International credit card transactions Credit card purchase with Expedia Logged in to check savings balance Visited branch for foreign currency Monthly automatic $250 savings xfer with label “Hols” Visited website looking at travel insurance Regular travel in school holidays Visiting expensive international restaurants High correlation between house move and holiday Offer Travel Insurance at change of address time Offer children’s savings account Offer Wine Club Savings tracker app add-on Regular savings set up Regular transfer Runs for 6 months Text label => TRAVEL Text label => LEISURE Mean time between balance checks Purchase 40% higher than mean Text label => TRAVEL Foreign currency => TRAVEL Day = SATURDAY Time = MORNING Page tag = TRAVEL Drop-down = PERSONAL Day = FRIDAY Time = EVENING Device = IPAD Offer rejected, already purchased Page teg = TRAVEL Drop-down = PERSONAL Region = APAC Date = 19/12/2016 Duration = 14 days Region = APAC Tom Yung Goong = RESTAURANT Value = $120 Date = 26/12/2016
  • 9. Taking it to the next level… • Applying Text Analytics 1. Social listening and feedback 2. Live chat logs 3. Search with natural language 4. Claims form completion … and rethink your service to impact the largest audience 1. Which aspects of your products or services get the most feedback? 2. Are you seeing emerging trends that you could work on proactively? 3. What kind of chat flow leads to a happy customer? 4. What phrases should the agent use for best results? • Consumer expectation is increasingly that: • You’re listening on all channels • You’re there 24x7 • You’ll respond on their timeline • You’ll increasingly (and seamlessly) improve their product Listen to history: “No business can improve unless it pays the closest possible attention to complaints and suggestions. If there is any defect in service then that must be instantly and rigorously investigated, but when the suggestion is only as to style, one has to make sure whether it is not merely a personal whim that is being voiced. “ “[They] listened to the 5 per cent, the special customers who could say what they wanted, and forgot all about the 95 per cent.” Henry Ford Autobiography 1922
  • 11. We’re all specialists! Thomas Thwaites: “The Toaster Project” This is the result: » It cost £1187.54 to make » It worked for about 5 minutes … Tried to recreate a £4.99 (<$10) toaster » from scratch » sourcing all of the raw material » by himself
  • 12. Specialism & Maintenance Ability of organisations to Service and Maintain assets is being hit: 1. More complex environment 2. More rules and regulations 3. Expertise takes time and money (and retires) 4. Too much information / unusable in its raw form » Costs to service and repair increase » We need to simplify the complexity…
  • 13. Make / model Location Age Service Failures Weather SensorsMaterial Manuals Connect ions Tests H&S Financial Enables identification of: • Performance patterns • Drivers for failure • Failure prediction • MTBF based on all factors • Anomaly detection • Poorest & best service • Fraud detection Our consumer engagement context can extend to understanding and adjusting the way we work too… As per customer-centric: • Capture all you can • Connect it all together in a timeline • Find the common patterns that lead to failure, extended life, pre-emptive service • Act upon those patterns: test & learn Next steps • Look at the product lifecycle • Integrate predictions into the maintenance process • Load up the knowledge • Look at Business Process Management Asset Intelligence • Enhancing with sensors • Environmental factors • Incorporate usage
  • 14. Analyst Modeller Data Scientist Even the type of data being generated has created more specialisation Structured Semi- structured Unstructured Transactions Products Sensors Maintenance notes Complaints Queries Social Media Feedback Photos Repeated reports and dashboards Segmentation Predictive Models New insights building to a business case
  • 15. Analyst Modeller Data Scientist Structured Semi- structured Unstructured Structured Semi- structured Unstruct ured Simplify the complexity; put the information in more hands • Classify metadata from type, location, time, user • Extract subjects, objects, shapes, colours • Pin attributes to structured data • Summarise / derive content • Create data marts with usable data • Bring in technology to help…
  • 17. Time for Cognitive… The four main characteristics of cognitive systems: • They are able to learn their behaviours through education • Their primary value is their expertise • They support forms of expression that are more natural for human interaction • They continue to evolve as they experience new information, new scenarios and new responses “as soon as it works, no one calls it AI anymore.” – John McCarthy (who coined the term AI) We’re seeing an increasing number of ANI systems: • Cars: anti-lock brakes, GPS with traffic knowledge, Google’s self-driving car • Smartphone: weather forecast, Pandora, Siri • Computer: Email spam filter, Facebook’s “add a friend?”, Amazon’s product recommendation Narrow Intelligence Specialist in one area General Intelligence Human Level AI Superintelligence Smarter than us – across the board
  • 18. Building specialisation and gamification Canon’s repair techies learn their trade by dragging and dropping parts onto a virtual copier. Cisco’s myPlanNet enhanced its processes through “Sims”-style acting as CEOs of service providers MLC health insurance pushing fitness goals through targets on wearables Associated Press has created thousands of finance articles through ‘Automated Insights’ QBE Insurance box captures and analyses good driving habits for policy discounts NYU Tandon Fire Research Group is teaching firefighting skills through game-like simulations
  • 19. Blockchain Supply Chain • Sensors monitor the raw products, parts, supply, production, and shipment of items • Record workers all the way through the supply chain • Each phase recorded on a blockchain • Access climate conditions and processes used in delivering the final product • Helps users (and analytics) to quickly match faulty products to issues in supply chain – up to years afterwards Uber is creating its own range of autonomous vehicles Cognitive development in the short-term Product Search • Draw in marketing and manuals • Extract facets from text, photo, video • Link with reviews & referrals from influencers • Automatically find comparable or substitute products Inter-asset communication • Electricity smart meter receives weather warning from substation feeder • Starts storing energy into home battery • If outage occurs draws immediately from battery; if weather passes draws over time Knowledge Correlation • Load a corpus of disparate knowledge • Use natural language to ask support questions • Convert gut feel to consensus
  • 20. STEPS TO THE NEXT REVOLUTION
  • 21. Takeaways • Emerging technology breakthroughs in fields such as Artificial Intelligence, the Internet of Things, robotics, autonomous vehicles, 3D printing, nanotechnology, biotechnology, energy storage, and quantum computing are changing every business • Agile, innovative competitors can access and leverage global platforms for research, development, marketing, sales, and distribution, disrupting faster than ever by improving the quality, speed, or price at which value is delivered They don’t have what you have: a customer base, a brand, a level of trust • Build on your capabilities step-wise » Listen, Consider, Act (repeat) » Quick win / quick fail » Build interfaces between your main systems • Embrace the partitioning and automation of work » Business Process Re-engineering » Think APIs and Services » Don’t forget governance and tracking • Get your data in as many hands as possible » Coherent, consistent, contextual » Simplicity is compelling

Editor's Notes

  1. In UK before industrial revolution nearly 40% of workers in agriculture now <2% In the US roughly 15 per cent of jobs are destroyed every year; and roughly 15 per cent created 65% of primary school children will be in jobs that don’t exist today.
  2. Much of this product usage information has historically been inaccessible
  3. adjust the capture if you can
  4. Knowing the answers to these questions helps you find ways to easily improve your business performance: Which aspects of your products or services get the most feedback? Are you seeing emerging trends that you could work on pro-actively? What kind of chat flow leads to a happy customer? What issues and phrases should the agent use for best results?
  5. Knowing the answers to these questions helps you find ways to easily improve your business performance: Which aspects of your products or services get the most feedback? Are you seeing emerging trends that you could work on pro-actively? What kind of chat flow leads to a happy customer? What issues and phrases should the agent use for best results? QBE Insurance Box
  6. Graeme’s note on the “weird noise of the conveyor belt” The expectations of us as consumers is extending to our working life. We want the jobs we do to become simpler, more connected.
  7. myplannet: lessening call time by 15 percent and improving sales between 8 percent and 12 percent Security guard covering all areas of the building – otherwise he’s attacked by zombies… In-car gaming system that encourages drivers to compete for best efficiency levels (Bronze, Silver, Gold, and Platinum).