DELOITTE DIGITAL SERIES · Italy. Smart Grid. Smart Health. Smart Security. Smart Parking. Smart...
Transcript of DELOITTE DIGITAL SERIES · Italy. Smart Grid. Smart Health. Smart Security. Smart Parking. Smart...
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DELOITTE DIGITAL SERIESSmart Cities & Internet of Things
@DeloitteLU#DeloitteDigitalLU
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AGENDA17:00 – 17:15 Introduction
Ronan Vander Elst – Deloitte
17:15 – 17:30 Smart City at Vodafone – Case StudiesNeil Cocker – Vodafone
17:30 – 17:45 Connected Solutions – ShowcasesNathan Tiburzio – Niche Guardian
17:45 – 18:00 Start-up Corner: Riddle & CodeSebastian Becker – Riddle & Code
18:00 – 18:15 Start-up Corner: BetterStreetJean-Marc Poncelet – BetterStreet
18:15 – 18:45 Panel : How is Technology Disrupting Life and Industry – Shaping the Smart Society Panelists: Neil Cocker, Nathan Tiburzio, Sebastian Becker, Jean-Marc PonceletModerator: Ronan Vander Elst
18:45 Cocktail
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3 | Copyright © 2017 Deloitte. All rights reserved.
WHAT DO WE MEAN BY SMART CITY?Definition
A city is smart when investments in human and
social capital, traditional infrastructure and disruptive
technologies fuel sustainable economic growth and a
high quality of life, with a wise management of
natural resources.
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4 | Copyright © 2017 Deloitte. All rights reserved.
WHAT DO WE MEAN BY SMART CITY? Smart Cities result from the rise of smart solutions, driven by disruptive technologies and social innovationsSMART SOLUTIONS
Smart mobility
Smart energy, water and waste
Smart health
Smart buildings and living
Smart financeSmart education Smart retail and logistics
Smart government
Smart tourism and leisure
Smart manufacturing and construction
Smart safety
Mobile Renewable Energy
Internet of Things
Artificial Intelligence 3D Printing Blockchain
Robotics and Drones Cloud Big DataGamification
TECHNOLOGIES
Sharing Economy
Social Media / Digital Platforms
Self Organization
Crowd Sourcing
Co-Creation
SOCIAL INNOVATIO
NS
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5 | Copyright © 2017 Deloitte. All rights reserved.
WHAT IS THE INTERNET OF THINGS?
Provide data, generate reponse
32
4 Present recommendation
Closed loop
5 Use device/ take action (or closed loop) 1 Sense data (real time),
trigger event)
Service provider
Customer/ Work
Smart device/ sensor
Connectivity and device management
Collect and process data
Social integration
Data storage Data analysis Decision response
Cloud
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6 | Copyright © 2017 Deloitte. All rights reserved.
PERSONAL IOTWhat is the level of development of IoT?
35%
29%27%
18%17%
19%
11%9%
15%
4% 4%
21%18%
16%
10% 10%8% 9%
6%3% 3% 3%
25%
22%19%
13% 12% 12%10%
7% 7%
3% 3%
0%
5%
10%
15%
20%
25%
30%
35%
40%
Smart TV Wirelessspeaker
Games console Connected Carsystem
Fitness band Videostreaming
device
Surveillancesecurity systemand/or camera
Connect homeappliance
Smart watch Smart lighting Smartthermostat
"Early adopters" & "Early considerers" "Trend followers" & "Necessity buyers" All respondents
Early adopters & early considerers = 32%Trend followers & necessity buyers = 68%
Penetration of connected home devices (by type of technology adopter)
Source: Luxembourg edition, Deloitte Global Mobile Consumer Survey, May - Jun 2016Base: All respondents: 1000, Early adopters & Early considerers: 313, Trend followers & Necessity buyers: 677
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7 | Copyright © 2017 Deloitte. All rights reserved.
PERSONAL IOTHow is it adopted?
40%44%
35%
55%
47%
39%
32%29%
33%
0%
10%
20%
30%
40%
50%
60%
TOTAL Male Female 18-24 25-34 35-44 45-54 55-64 65+
2016
To what extent, if at all, are you willing to share the usage information generated by a device that you own? - All willing to share
Source: Luxembourg edition, Deloitte Global Mobile Consumer Survey, May - Jun 2016Base: Those who use or are interested in using smart devices 2016: 646
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8 | Copyright © 2017 Deloitte. All rights reserved.
PRESENTATIONS AND DEMOS
NICHE GUARDIAN
RIDDLE&CODE
VODAFONE
BETTERSTREET
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VODAFONENeil Cocker
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Smart City at Vodafone
Neil CockerDirector at Tomorrow Street
(Vodafone Innovation Centre)
5 July 2017
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Agenda
11
The Smart City in Context
Vodafone Case Studies
Vodafone in Luxembourg
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London in the 1850s
12
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Cities have always been smart…
13
1863: First underground railway, 38k passengers on first day
SMART TRANSPORT
1865: London sewerage system, 160 km of tunnels SMART WATER
1865: Municipal Fire Brigade, first public-funded fire brigade SMART SAFETY
Throughout history, cities have leveraged technology to find solutions for major challenges
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21st Century Drivers for Smart City Solutions
14
Collaboration between citizens, public institutions, and private enterprises can leverage ICT & IoT technology to deliver life-changing benefits
Rapid urbanisation
Drop in public finances
Rising energy costs
Crime hotspots
Traffic congestion
Aging population
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15
A horizontal platform is key for mass adoption of Smart Cities
Build
ing
Ener
gy
Effic
ienc
y
Was
te
Mna
gmnt
Stre
et
Ligh
ting
Smart City Platform
Powered by Vodafone’s IoT Enablement Platform
Inte
lligen
t Pa
rkin
g
Wat
er
Man
gmnt
Publ
ic
Tran
spor
t
Cyc
ling
Smar
t W
ater
ing City Applications
& Services
Device Adaptors
Device Shadows
DEVICE ManagementDevice Lifecycle
Assets Inventory
Contracts Mgt
ASSET ManagementService Levels Mgt
GDSP Integration
Non-Cellular Connectivity
CONNECTIVITY Mgt
Event Mgt
Data Analytics
DATA MgtBusiness Rules
Data Store
RAPID Development
User Mgt
Security Mgt
SYSTEM MgtConfigs Mgt
Tools Mgt
Standard UI/UX
Application Templates
Open & Social Data
3rd Party Connectors
Modular and Reusable Building Blocks
Best-in-Class City Services
City Authorities Citizens
City Operations Centre
LegislatorsSingle-view of City
Partner App
Vodafone App
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Lighting – Paving the way to SAFER, Energy Efficient Cities
Philips CityTouchLighting accounts for 19% of the worlds energy consumption
Smart lighting has the potential to reduce energy costs by 90%
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Intelligent bins help cities STAY CLEAN, SAVE CITIES MONEY & TIME
Case Study
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Case Study
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19
Vodafone is a ‘global’ leader in the delivery of smart city projects
QatarDesign my Qatar
ProjectSmart MeteringFIFA WC 2022
TanzaniaSMS4Life
Project
TurkeySmart TransportData Analytics
Vodafone ArenaSmart Waste
UKSmart TransportData Analytics
Smart MaintenanceSmart Buildings
Smart City Standards
GermanySmart Transport
Smart MaintenanceSmart HomeSmart Health
Smart LightingAutonomous
Vehicles
PortugalSmart Traffic
Smart Buildings
SpainSeville Connected
CityPeople Analytics
Smart WasteSmart LightingSmart Energy
Citizen ServicesPollution Monitoring
South AfricaSmart Grid
Smart Water
New ZealandSmart Parking
Smart TransportSmart SecuritySmart HomeSmart EnergySmart Water
AustraliaSmart EnergySmart Water
Smart SecurityE-Health
IrelandSmart Lights
South KoreaSmart Waste
HungaryTraffic &
Environment Management
IndiaSmart Traffic
Safe CitySmart LightingSmart WasteSmart Grid
Smart Parking
BrazilSmart LightingSmart Security
Active projects USAMunicipalities
lighting
CzechSmart Lighting
DubaiSmart Dubai
KuwaitSmart MeteringNB-IoT Trials
Saudi Arabia2030 Vision
Smart MeteringAir Quality
Smart SecuritySmart Education
BahrainSmart Traffic
IraqSmart Security
JordanSmart Traffic
GhanaSmart Security
KenyaSafe City
SurveillanceData Analytics
NetherlandsSmart LightingSmart WasteSmart Public
TransportSmart Energy
Emergency Services
ItalySmart Grid
Smart HealthSmart SecuritySmart ParkingSmart Lighting
Tourist Analytics
19
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Vodafone Procurement Company (based in Kirchberg)
20
340
30
€25 billion
markets served
employees
spend
What we buyKey numbers
Commercial & Services
Technology
Products & Services
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21
Joint Venture
Hosting late stage startups
Growth engine for young companies
Access to Vodafone footprint (>80 countries, >500m customers)
Focusing on innovative solutions in:
Internet of Things
Big Data / Artificial Intelligence
Cybersecurity
Launching September 2017
Tomorrow Street
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NICHE GUARDIANNathan Tiburzio
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Smart Cities and
the Internet of Things5th of July 2017
Deloitte Digital Series 2017
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Smart Cities ….
• Make live easier• Are more efficient• Are more secure• Are more sustainable
Internet of Things …• Thanks to smart and/or connected devices • IoT assists Smart People to create Smart Cities
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What do we do at NICHE GUARDIAN?
For the past 12 years we have been integrating:
· DIGITAL SIGNAGE· CORPORATE TV and for Smart Customers· STREAMING SOLUTIONS
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What do we do at NICHE GUARDIAN?
IoT is not just a simple hype• Its happening now !• And it is shaping the way how people interact with each other.
• How can IoT combined with DIGITAL SIGNAGE trigger Cities to become Smart Cities?
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How IOT and DIGITAL SIGNAGE make Smart Cities more dynamic and smarter
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DIGITAL SIGNAGE for IoT
• Showcase Parking:• Parking sensors – connected devices
• Ground connected• Optical devices
• Information on usage of Parking Spaces• Showcase - Real-time Interaction of Information
• Stimulating all senses in a City• Weather Information, Event Management• Real-time City Citizen and Visitors Guidance
• Traffic Information and Emergency communication
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Thank you !
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RIDDLE & CODESebastian Becker
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PROVIDING THE ULTIMATE LEVEL OF TRUST FOR IOT, MACHINE AND DATA SECURITY
DELOITTE DIGITAL SERIESLUXEMBOURG, JULY 2017
SEBASTIAN BECKER, RIDDLE&CODE
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FROM A BOX OF PILLS TO A CONNECTED DEVICE, EVERY OBJECT (IN THE IOT FUTURE) NEEDS TO HAVE A
TRUSTEDDIGITAL IDENTITY
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THIS IS THE (ONLY) BASIS FOR ANY TRANSACTION OR DIGITAL COMMUNICATION IN DECENTRALIZED NETWORKS THAT INCLUDE MACHINES / SENSORS –SINCE THE SOURCE OF DATA NEEDS TO BE
RELIABLE & TRUSTED
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372017 Deloitte
RIDDLE&CODE MISSION STATEMENT
Mission Statement• RIDDLE&CODE offers a unique way to enable secure and trusted
human/machine-to-machine interaction of any kind
• We deliver an integrated chipset and software solution based on our firmware and patented middleware
• We have combined a proprietary Blockchain-derived technology as a global certification service
• This makes us the the first and only company to build Blockchain-specific hardware that can sit on any IoT device or physical good
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ULTIMATE SECURITY: BLOCKCHAIN FOR IOTWHAT ARE THE BENEFITS? THE CAPABILITIES OF DELOITTE AND RIDDLE&CODE COMPLEMENT EACH OTHER SO THAT REAL-WORLD, PRODUCTION GRADE AND SECURE IMPLEMENTATIONS ARE POSSIBLE (NOT JUST POCS)
MORE SECURITY & PRIVACY
MORE COST SAVINGS POTENTIAL
MORE EFFICIENT BUSINESS PROCESSES
BLOCKCHAIN IS BEGINNING TO PLAY A MAJOR ROLE IN IOTAND ASSOCIATED(SUPPLY CHAIN) BUSINESS MODELS.
Decentralized ledgertechnoloogy provides:
Building trust between parties and devices (Identification)
Reduce risk of collusion and record-tampering
Securing data and enabiling privacy whereneeded.
Reduce settlement time from days to near instantaneous
Reduce costs by removing overhead & middlemen
Open up new ways of automating business processes betweenpartners, without using centralized IT infrastructure
Enable IoT devices to participate in blockchain transactions using smart contracts
Improve operational efficiency byadopting new business models and tie in partners in a secure and automated manner
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392017 Deloitte
COMPLEMENTARY & MUTUALLY ENFORCING BLOCKCHAIN/IOT OFFERINGS
StrategyBusiness ModelEcosystem
ProcessesUser Stories
Smart ContractsIntegration
IdentitySecurityPrivacy
Devices
THE CAPABILITIES OF DELOITTE AND RIDDLE&CODE COMPLEMENT EACH OTHER SO THAT REAL-WORLD, PRODUCTION GRADE AND SECURE IMPLEMENTATIONS ARE POSSIBLE (NOT JUST POCS)
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WORKFLOW - CUSTOMER JOURNEYHOW WE DO IT.
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EMPOWERING THE IOT SPACEINTEGRATION OF TRANSVERSAL LAYERS
CONNECTIVITYHARDWARE DEVICES
ENABLING SW PLATFORM
DATA REPOSITORY
Use third party chips / modulesand traditional securityapproaches
Interconnects with any data delivery network, securedwith unhackablecrypto algorythms
APIs to
Built on top ofspecial 3rd partychips:
ADDED VALUE USING THE RIDDLE & CODE PLATFORM
Middleware combining 5 APIs:▪ Blockchain▪ Crypto Chip▪ NFC Chip▪ BLE▪ Web
▪ Half bean▪ Full bean▪ Armulino▪ Smart tag
Blockchain /Distributed LedgerTechnology
STANDARD IOT SOLUTIONS
Using one orseveral datatransmissionnetworks and standard security
Many unsolvedinteroperabilityissues for multi-vendor and –standard solutions
Enterprise / Cloud-based Systems
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WORKFLOWCUSTOMER JOURNEY
RID
DLE
&C
OD
EC
UST
OM
ER
Wants to protect e.g. 1,000 items
1
Customer sends a document with metadata (i.e. ID serial number)
2 3
Production of chips
4
1. Upload firmware with 5 APIs
2. Provisioning: production of key pairs
3. Attestation: registry of transaction into the blockchain, including smart contract
5
Label each chip to match with metadata provided
6
Chips are sent back to the customer
7
Test Samples
8
Embed chip into product
Non Connected DevicesAnytime someone wants to check provenance and ownership of a product it can use our reader API with NFC and BLE capabilities
9
Connected DevicesBefore two devices exchange information they identify themselves, by making a request to theBlockchain instanceused (our defaultsetting is: BigChain DB)
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RID
DLE
&C
OD
EC
UST
OM
ER
3
Production of chips
4
> Provisioning: Production of key pairs, private key stored off the bus, invisible even toRiddle & Code
5
> Attestation:Registry of transaction into the blockchain, including business rules layed out in the smart contract
8
Embed chip into product
9
HOW RIDDLE & CODES SECURES, VALIDATES AND TESTIFIES DATA, OFFERING TRUSTED CERTIFICATION.THE VALUE OF THE PROCESS
Label each chip to match with metadata provided.
> Validation:Whenever a certain data point has to be testified by our platform (based on the smart contract’s rules), the data in question get a time-stamp and are officially validated when written into the Blockchain
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A MATTER OF PRINCIPLES
WHAT MAKES THE DIFFERENCE.
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HARDWARE EXAMPLE: ARMULINOREADY FOR BUSINESS - WHAT IT LOOKS LIKE
IS THE COMBINATION OF AN ACTIVE NFC TRANSPONDER WITH CRYPTO CHIP CONNECTED TO AN I2C BUS AND SOCKET IN ADDITION TO A POWERFUL MCU SUPPORTING BLE, THREAD AND 6LOWPAN.
IT’S AN IOT DEVICE BY ITSELF.
Crypto strictly off the bus
Blockchain agnostic
100% Arduino IDE compatible
Open toolchain
Open API
Multi RF stack support
NFC and BLE on same board
MCU on board
Energy harvesting
External I2C socket
IOT, ISM AND PHYSICAL OBJECTS.TARGET MARKET
WHAT MAKES THE DIFFERENCE
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CUSTOMER: INNOGY (INNOVATION ARM OF RWE, GERMAN ENERGY CO.), PRESENTED AT CONSENSUS. MAY 2017 (NEW YORK CITY)
RECENT POC -TWIN OF THINGS
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BRIEF INTRODUCTIONTWIN OF THINGS IS A SOLUTION FOR SECURING THE OWNERSHIP AND PROVENANCE OF EVERYDAY OBJECTS BY USING BLOCKCHAIN TECHNOLOGY IN COMBINATION WITH CRYPTO NFC TAGS AND AN ANDROID APP.
RIDDLE&CODE‘S PATENTED TECHNOLOGY ALLOWS USERS TO STICK NON-REMOVABLE INLAY NFC TAGS TO OBJECTS AND THEN PROVISION THEM WITH PUBLIC KEYS AND METADATA. PUBLIC KEYS, METADATA AND SIGNATURES ARE THEN TURNED INTO BLOCKCHAIN CERTIFICATES.
THE ANDROID APP IS USED FOR THREE PURPOSES:1- PROVISIONING THE TAGS2- CREATING BLOCKCHAIN TRANSACTIONS – AND:3- THE VALIDATION OF TAGS DATA AND BLOCKCHAIN TRANSACTIONS
BY USING ELLIPTIC CURVE PKI-ENABLED NFC TAGS ALL THE TRUST AND SECURITY OF BLOCKCHAIN TECHNOLOGY GET EMBEDDED INTO OBJECTS IN AN UNCOMPROMISABLE WAY.
IT IS ALSO A VERY ILLUSTRATIVE AND ELEGANT SOLUTION TO MAKE BLOCKCHAIN TECHNOLOGY COMPREHENSIBLE FOR NON-EXPERTS
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ANDROID APP WORKFLOW
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SOMEIDENTIFIED USE CASES
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- Managing the Sharing Economy / Vehicle Fleets
- Smart Charging Stations
- Helping to secure the Supply Chain
- Smart Shipping Containers
- Anti-Fraud or product piracy: Protecting Fashion Luxury Goods or protecting Artworks
- Insurance Industry / Smart Contracts
- Cold Wallet: Big funds are holding back investments on cryptocurrencies because of the way private keys are stored, either in regular databases or in physical support: this is unsafe or inconvenient -RIDDLE&CODE has the solution to make private keys safe and convenient at the same time.
SOME USE CASE OPTIONS
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MACHINE IDENTITY + SECURELY FEED IN / WITHDRAWALOF ENERGY + REAL TIME BIDDING
SMART PLUGS
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THE ISSUES1.LACK OF CONTROL IN THE ACCESS TO ENERGY BY USING SMART PLUGS LOCATED IN PRIVATE AND
PUBLIC PLACES
2.USERS WITH A SURPLUS BETWEEN CONTRACTED AND CONSUMED ENERGY CAN’T TRADE THEM AT MARKET VALUE
4.INTEROPERABILITY BETWEEN DIFFERENT BLOCKCHAIN INFRASTRUCTURES
OUR SOLUTIONWE ENABLE:
1. SMART PLUGS WITH A UNIQUE MACHINE IDENTITY. AVOIDING POTENTIAL FRAUDS
2. CREATION AND APPROVAL OF TRANSACTIONS IN THE DEVICE (FEED IN & WITHDRAW OF ENERGY)
4. HARMONIZATION OF THE SMART PLUG WITH THE IDENTITY OF THE USER, PROVIDER AND PAYMENT SYSTEM. THUS, WE CAN CONNECT IT TO ANY BLOCKCHAIN PUBLIC LEDGER INFRASTRUCTURE
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USEFUL APPLICATIONS
HOW WE DO IT?
ON HARDWARE LEVEL WE CONNECT THE SMART PLUG TO ANY PUBLIC LEDGER INFRASTRUCTURE.
WE DELIVER A CRYPTO WALLET AND THE REQUIRED SOFTWARE LEVELS TO ALL NEEDS
1
CONTROL ACCESS TO THE ENERGY
REAL ESTATE CONSTRUCTOR CAN TAKE THE SMART PLUG WITH HIM AND USE IT IN THE CUSTOMERS HOUSE FOR BUILDING PURPOSES. THE BILLING WILL GO DIRECTLY TO HIM
TRADING THE SURPLUS OF ENERGY
A USER GONE ON VACATION WITH A SURPLUS BETWEEN THE ENERGY CONTRACTED AND CONSUMED, CAN NOW TRADE IT WITH AOTHER PERSONS IN REAL TIME MARKET VALUE
2
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AUTONOMOUS DRIVINGCurrent Situation
Flexible car insurance tariffs based on the driver‘s behaviour (measured by a telematics box in the car) is offered in the meantime by several insurance companies, including the big ones such as ALLIANZ in Germany or UNIQA in Austria.While the data taken from the telematics device is used to incentivice a certain behaviour, the data flow is currentlynot fully protected and the whole process is not elaborated enough to provide a sufficient foundation for theinsurance industry to cover the risk potential that will be posed by the age of autonomous cars.
Some of the following topics have to be solved before:
- Securing the flow of data from the car and between cars to protect the privacy as well as the pratical andcommercial interest of all parties involved
- Preventing the telematics device from being hacked and preventing the car / telematics unit from being ‚cleaned‘ after an accident
- Creating a trusted solution for the exchange and verification of data that will be fed into smart contracts, regulating the insurance layer and other traffic management or other official or commercial systems.
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Riddle & Code will protecttelematic boxes insidecars, providing them with a unique identity
RIDDLE&CODE chips will beembedded into telematicboxes.
This will give a unique digital identity to the car / itstelematics unit.
Sending the datavia mobile networks
The telematics unit / car islinked via mobile datanetworks with the web…
Multi-signature transaction dataregistered to the blockchain.
…depending on the detailsfixed in the smart insurancecontract, certain relevant data are signed and written into the blockchain.
When the car will become autonomous…:
1. ...all partners in the value chain will be able tobuild upon a proven and trusted platform forexchange of data coming from cars
2. ...all necessary business rules or regulatoryaspects can be incorporated, benefitting fromthe trusted hardware components and thesecure data transmission that can also guarantee the privacy of car owners / drivers.
The electric car is charged eliminating the middleman
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INTERNATIONAL TRADING DOCSCurrent Situation
Paper-based documents are still used for documenting the existence of physical inventory.
In most instances the document is also the certificate representing the value of the inventory. Handing over the document means handing over the value.
Due to the fact that these documents can be forged, trust needs to be established and re-established before a trade can be made.
Despite the inefficiencies and dangers involved, paper processes are still at large within international trade. Legal regimes that are slow to change and cultures that value physical documentation, certificates and stamps above database entries are the two main reasons for this.
As an example a single container being shipped from Africa to the port of Rotterdam can take up to 200 documents.
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RIDDLE&CODE technology breaks through the physical/digital divide to strike a balance between the demand for paper documentation and the advantages that blockchain technology has to offer. This is done by means of combining the following three technologies to form a micro computer:
- A micro-controller – that can run blockchain algorithms
- A crypto-accelerator (WiseKey – VAULT IC)
- Active NFC transponder is also embedded into the paper
Due to advances in miniaturization this crypto computer can be embedded into the paper to act as a tag.
If someone peals it off, the antenna breaks and the chip gets destroyed. Therefore the document gets de-validated.
The energy is harvested from ordinary mobile phones via induction when the phone is used as a reader or a writer.
Advantages
- Guarantees security and trust in international trade
- Transfer of blockchain technologies to physical paper
- Possible creation of new business models based on tokenized inventory
RIDDLE&CODE RECOMMENDED HARDWARE SOLUTION: SMART TAG
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BETTERSTREETJean-Marc Poncelet
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WHAT WE DO
We empower citizens and local authorities to collaboratively and more efficiently fix and maintain their public space
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HOW THE PROJECT STARTED?
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WHAT WE FOUND OUT VISITING LOCAL AUTHORITIES?
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WHAT IF
Avenue des prisonniers de guerre 134, Savin-Les-Yvelines
Mobilier urbainPoteau descelléSignalé le 5 nov. 2014 par M. Thys
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WHAT IF
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WHAT IF
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WE IMPROVE THE PROCESS IN 4 WAYS
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EASY ENCODING VIA SMARTPHONE
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PICTURE-CENTRIC DESIGNED BACK-OFFICE
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SIMPLE WORKFLOWJean-Pierre
RoadClaude
BuildingJacquelineCleanliness
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GEOGRAPHICAL VIEW
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PLANNING FOR DUMMIES
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WORK ORDER – PAPER OR DIGITAL
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AUTOMATED COMMUNICATION
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OPEN DATA AND TRANSPARENCY
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ANALYZE
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THE FUTURE – ARE APPS DEAD?
Mister BetterStreet
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THE FUTURE - AI
Illegal dumping
Road - pothole
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THE FUTURE – USE DATA FOR BETTER PUBLIC SPACE
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THE FUTURE – MACHINES AS SENSORS INSTEAD OF CITIZENS
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THE FUTURE – BETTERSTREET AS A MARKETPLACE
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HOW IS TECHNOLOGY DISRUPTING LIFE AND INDUSTRY –SHAPING THE SMART SOCIETY
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DELOITTEDIGITAL SERIESSmart Cities & Internet of Things
@DeloitteLU#DeloitteDigitalLU