DISRUPTION IN LOGISTICS - By Aku Happo

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DISRUPTION IN LOGISTICS - By Aku Happo
DISRUPTION IN LOGISTICS
                 - By Aku Happo
DISRUPTION IN LOGISTICS - By Aku Happo
Big Bang Technology
Disruption and its game changing role
•   “Big bang disruptors” are immensely innovative products or services that are better, cheaper, customized and more intricately
    interwoven with other products and services than the existing offerings in the market
•   Big bang disruptors are fuelled by “exponential technologies”, which means that a product or service will become cheaper and
    better faster than traditional offerings but will as a result have shorter life cycles
•   These disruptions are occurring in varied sectors such as transportation, manufacturing, education, financial services, health
    care, etc. with increasing frequency and greater impacts
•   Their rapid pace of adoption is due to the fact that customers nowadays are more digital and more aware of market information

                                                                                     Rogers’ Bell curve Vs Big Bang Disruption Curve
                                                                                                                    Rogers’ Bell curve
                                                                                                                    Big Bang Disruption Curve

*Downes, L. and Nunes, P. (2014), “Big Bang Disruption: Strategy in the Age of Devastating Innovation”                                          2
DISRUPTION IN LOGISTICS - By Aku Happo
Disruptors
Examples across various sectors

                        DISRUPTORS

                                     3
DISRUPTION IN LOGISTICS - By Aku Happo
Factors for Disruption
 Three ingredients of success
                                                                                                                         Technology
     •    The combination of the right type of technologies with the correct business model at
          the right time will result in a Big Bang Disruptor                                        Business
     •    Many companies have brought to the market innovative products or services but have         Model                Timing
          as swiftly disappeared as they had penetrated it; this is because technology is
          constantly changing and companies must adapt and transform themselves in order to
          stay ahead of the curve

                                                         Social Network Timeline
 •       Facebook became the king of online social networking due to the smart combination of innovative features, strategic decision-
         making, and most importantly the correct timing of launch, which enabled it to propel itself ahead of its predecessors and
         become the most popular social network within 4 years of its launch
 •       Facebook’s success was eminent from the fact that its “Like” button       became so popular that people started using it even
         outside Facebook

    Computerized           CompuServe      Six Degrees      Friendster      MySpace           Hi5              Orkut        Facebook
Bulletin Board (CBBS)
 First dial-up system

           1978               1979          1997                 2002       2003                  2003          2004       2004
         February          September        May                             July                 August        January   February
                                                                                                                                      4
DISRUPTION IN LOGISTICS - By Aku Happo
Disruptors in Logistics
An indicative list but not exhaustive!
1              Innovative Delivery Solutions                4         Autonomous/Semi-autonomous Vehicles
•   In order to meet soaring consumer expectations          •   Technological advances such as sensors, GPS,
    delivery solutions need to be faster, cheaper,              radar, etc. have helped develop vehicles that can
    convenient and more focused on last mile            L       be driven without human input
•   Firms therefore are now offering same day               •   Such autonomous vehicles will deeply affect and
    delivery, delivery to parcel lockers or car boot,   O       eventually change how we move around in the
    fresh grocery delivery, etc.                                city, how our products get delivered, etc.
                                                        G
2                  Internet of Things (IoT)                 5             Unmanned Aerial Vehicles (UAVs)
•   IoT is a network of Internet-connected sensors      I   •   UAVs are no longer sci-fi and are already very
    attached to objects such as computers, vehicles,            commonly used in military operations,
    appliances, wearables, etc.                         S       medical/aid work, etc.
•   Logistics sector has widely adopted IoT                 •   Although large-scale commercial deployment is
    employing it in warehousing, freight                T       still some years away, UAVs promise new
    management, package delivery, etc.                          opportunities for logistics players
                                                        I
3                          Big Data
                                                        C
                                                            6                         3D Printing
•   Massive amount of data generated from devices           •   3D printing will revolutionize the way products
    such as smartphones, webcams, social networks,              are designed, produced, and delivered to
    credit card swipes, etc. is called Big Data
                                                        S       consumers
•   This data needs to be processed, interpreted,           •   It is expected to impact the logistics sector
    and analysed to produce insights that will be of            significantly especially cargo & freight businesses
    business value                                              and last mile delivery
                                                                                                                 5
DISRUPTION IN LOGISTICS - By Aku Happo
Innovative Delivery Solutions (1/2)
Driving factors
•   Growth of digital consumers and global ecommerce has changed the way parcels are delivered in the last mile segment of
    supply chain
•   Consumers’ demand for convenient, fast, and efficient delivery has pushed the logistics sector to innovate and bring new
    delivery models such as delivery to parcel locker/car boot, same day/same hour delivery, drive-through pickup, etc.
•   These new models’ cost structure varies from that of traditional players; they are more technology-enabled, utilizes excess
    capacity, can scale their operations rapidly & effectively, and are often offered at extremely low prices

    Start-ups offering New Delivery                        Cost Differential                    Consumer Preferences
          Models in last mile*
                                                       + €4                                  1 Lesser cost
                                                                                             2 Greater speed (same day, same
                                                                                                hour)

                                                                                             3 More flexible delivery options
                                                                                                (parcel locker, car boot,
                                                                  + €1,5
                                                                                                Sunday/evening delivery, etc.)
                                                                               €0,7          4 Transparent and visibility (at exactly
                                                                                                what time the package will be
                                                                                                delivered, hidden costs, etc.)
                                                     Postal        Uber        Parcel
                                                     Players                  lockers        5 Digital (real-time tracking, online
                                                                                                payments, etc.)

*Jonathan Wichman                                                                                                                    6
DISRUPTION IN LOGISTICS - By Aku Happo
Innovative Delivery Solutions (2/2)
Use cases

A      Improved Parcel Locker – Cleveron PackRobot               B                Car Boot Delivery - Volvo

•   Cleveron has introduced PackRobot, a new innovative          •   Volvo now offers its customers the option of getting their
    parcel locker, that uses advanced Internet of Things (IoT)       parcels delivered to the boot of their car (currently
    technologies                                                     available in only two cities – Gothenburg & Stockholm)
•   PackRobot features                                           •   This gives customers an option of turning their car into a e-
     can accommodate more parcels as compared to other              commerce delivery point and reduce failed deliveries
       parcel lockers                                            •   Also offers insurance for the packages kept in the car as a
     cost per parcel is relatively lesser as compared to            added feature
       traditional parcel lockers
     has a patented 3D lift system that picks and deposits
                                                                                                   A temporary Digital Key is
                                                                 Order online and select your
                                                                                                   generated for the delivery
       parcels in a specific slot                                  car as shipping address
                                                                                                  person to access the car boot
     has an adjustable internal climate
       control that can be used indoors
       as well as outdoors
     takes photographs of all parcels
       for added security
                                                                                                   Once the drop is made the
     provides an App for smartphone                                  You get a delivery
                                                                                                      Digital Key expires
       and smartwatch users                                      notification on your mobile
                                                                                                         automatically

                                                                                                                                  7
DISRUPTION IN LOGISTICS - By Aku Happo
Internet of Things (1/2)
Understanding connected “things”
•   Internet of Things (IoT) is wired/wireless Internet-enabled connections between physical objects
•   It is a part of a larger concept known as “Internet of Everything” (IoE) that includes connections between machines, people,
    process, and data
•   The capabilities of IoT include monitoring, measuring, controlling, automating, optimizing, and learning
•   Big data plays a large role in understanding and analysing the data generated from all these connected devices and develop
    insights that enable business growth
•   Logistics players are embracing IoT technology at a rapid pace due to increasing consumer demand for IoT-enabled solutions
    and the rise of 5G networks, mobile computing, wireless communication, and big data analytics

                                                                                          Estimated number of
                                                                                          connected objects in the       15 B
                                                                                          world in 2015*
                                                                                          Estimated number of
                                                                                          connected objects in the        50 B
                                                                                          world in 2020*

                                                                                          Currently IoT activity is focused on
                                                                                          manufacturing, transportation and
                                                                                          logistics, smart city, etc. However it is
                                                                                          predicted by the IDC that within the next
                                                                                          five year all industries will use IoT.

*Cisco: The Internet of Things (2011)                                                                                              8
Internet of Things (2/2)
Use cases
A      Sensors in Mail Boxes –          B         Smart Labels –          C        Flexible Delivery     D             Automatic
             Postybell                              SemProM                                                       Replenishment and
                                                                                                                Anticipatory Shipping
•   Proximity sensor is placed          •   Increasing use of RFID* or    •   IoT allows change of       •   Sensors in a refrigerator
    inside mail box that                    other sensory tags on             delivery address at the        can track the stored
    detects motion when                     products will enable them         last moment                    products’ expiration date,
    letters are delivered and               to be monitored using a       •   Customer can get               detect low supplies and
    then sends an alert to the              NFC smart label                   information when exactly       order them online
    owner’s mobile via GSM              •   These NFC smart labels will       their tagged parcels are       automatically without any
    wherever they are (even                 help gauge the                    arriving and whether a         human intervention
    when they are not in                    temperature or humidity of        change of delivery         •   Similarly, sensors detect
    town)                                   consumable items, quality         address is required;           low supplies of a retailer
•   It has an advantage over                of pharmaceutical                 subsequently diverting         and automatically order
    other similar devices that              products, etc.                    the parcel to an               for replenishment at the
    run via Bluetooth or Wi-            •   DHL along with other              alternative address if         distribution centre to cut
    Fi technologies that                    partners is working on a          unavailable                    down lead time and avoid
    restrict notification to a              research project,                                                going out-of-stock
    short distance                          SemProM, to make smart                                       •   Amazon has patented the
                                            labels or digital product                                        concept of “anticipatory
                                            memory of a product                                              shipping” and has
                                        •   These labels can store                                           launched Amazon Dash
                                            product information                                              service to cater to this
                                            throughout its lifecycle                                         segment of ecommerce

*RFID: Radio-frequency identification                                                                                                9
Big Data (1/2)
Interpreting business information

 •     Every company already generates a huge amount of data that needs to be refined and processed in order to be of greater
       business value
 •     Companies have to embrace data analysis as a part of all decision-making to bring more transparency and innovation
 •     Logistics sector will be hugely impacted by the technological advancements of Big Data, by improving products and services,
       increasing operational efficiency, enhancing stock management, optimising delivery routes, managing risks, etc.

                                                                                     Characteristics of Big Data – Four V’s*
                                                                                           Volume          2.5 Quintillion bytes
                                                                                          Amount of        of data is generated
                                                                                                           every day
                                                                                     1      data

                                                                                                           Each month has 30 B
                                                                                           Variety         Facebook shares and 4 B+
                                                                                         Forms of data     hours of YouTube video
                                                                                     2                     watching
                                                                                                           New York Stock Exchange
                                                                                          Velocity
                                                                                                           collects 1 TB trade
                                                                                         Speed of data     information during each
                                                                                          processing
                                                                                     3                     session

                                                                                          Veracity         US economy looses $3.1 T
                                                                                         Uncertainty of    a year due to poor data
                                                                                                           quality
                                                                                     4      data

*IBM                                                                                                                                 10
Big Data (2/2)
Use cases
    Real-time Route Optimization – DHL SmartTruck              A      Strategic Network Planning – T-Systems TelematicOne           B
•   DHL has developed an “intelligent” pickup and delivery            •   This manufacturer-independent cloud-based portal offers
    vehicle, SmartTruck, that uses real-time GPS systems and              freight forwarders real-time data on the flow of goods to
    local traffic data to calculate the ideal route to deliver            optimize their logistics processes
    packages and also allow last-minute pickups                       •   Its features include cargo data monitoring, integration of
•   Big Data techniques help analyse the real-time data collected         telematics systems, targeted data transfer, Arrival Control
    from various sources, taking into account geographical and            App to monitor estimated time of arrival, etc.
    environmental factors, and dynamically re-route vehicles on
    the go
•   It helps reduce cost as well as CO2 emissions

        Last mile crowdshipping – DHL MyWays                   C                 Market Intelligence – DHL Geovista                 D
•   In this delivery model, parcels are delivered by common           •   It is a geo marketing tool targeted at small and medium-sized
    people (crowd) on their regular way of commute                        enterprises (SMEs) that provides analysis and assessment of
•   Users of DHL MyWays can register a parcel that is to be               complicated geo data
    delivered on the App; which will then be available for other      •   Users can prepare scientific model-based sales forecast,
    city residents who are willing to deliver it for a delivery fee       analyse local competitors, generate a digital map showing
•   Crowd-based delivery requires real-time matching of                   the business-location factors in the particular area being
    potential delivery people with the delivery requests and              studied and get a detailed report of the complete analysis
    monitoring of a large number of moving delivery people,           •   This model has also received the Postal Technology
    which is where Big Data technologies such as complex event            International Award 2012 – Retail Innovation of the Year for
    processing and geocorrelation comes into play                         filling a void in geomarketing

                                                                                                                                        11
Autonomous/Semi-autonomous Vehicles (1/2)
City planning, benefits and challenges
                                                               Degree of Automation*
         No Automation;                                                                         All functions are
                                                                     More than one                                         Car can drive
         human driver                      One function is                                      automated;
                                                                     function is                                           itself; no human
         controls all                      automated                                            driver can do
                                                                     automated                                             driver is present
         functions                                                                              other activities

     City Planning Requirements for
     Autonomous Vehicle Adoption
                                                                                                                         Benefits
                                                                         •   Increased road safety; automation can cut down road accidents
   Planning of city infrastructure (roads, bridges, traffic signals,     •   Reduction in traffic; autonomous vehicles can drive closer
   parking, etc.                                                             together, at higher speeds, take less crowded roads, etc.
   Building digital communication infrastructure (linking vehicles       •   Driver can utilize the time spent in car for productive work
   with the environment via wireless networks, sensors, etc.)            •   Lesser or more efficient fuel use and reduction in pollution
   Developing new leadership roles (who will monitor and take            •   Can be used by everyone (old, young and differently abled)
   decisions regarding the symbiosis between the autonomous
   vehicles and the city)                                                                                            Challenges
   Interpreting collected data and employing the insights                •   Correct interpretation of data by technology is required; also
   Data security                                                             failure/malfunctioning of sensors needs to be addressed
                                                                         •   Public scepticism against driver-less car
                                Google’s Autonomous car has driven       •   Shift of damage liability from driver/car owner to manufacturer
                                more than 1,6 M Km on US road            •   Privacy issues – there are no existing regulations on who will
                                without meeting with any accident            manage the generated data
                                (2016)**                                 •   No existing insurance regulation for autonomous vehicles

*National Highway Traffic Safety Administration (NHTSA), USA                                                                            12
**Source: Google
Autonomous/Semi-autonomous Vehicles (2/2)
Use cases
    A         Support Vehicles for Deliveries                             C              Loading Parcel Lockers

•   When a delivery man cannot find a parking spot near the           •   Special attachments can be added to autonomous vehicles
    delivery location he has to walk from the parked car to the           to enable them to pick-up and deliver letters and parcels
    address thus increasing the time taken to make each                   into parcel lockers thus replacing traditional delivery man
    delivery. An autonomous vehicle in this case can assist the
    deliveries by going to the delivery man once the package has
    been delivered                                                        D            Self-driving Parcel Locker
•   Also once the vehicle is empty, a second filled car can
    autonomously reach the delivery man thus cutting down the
    time taken to go back to the parcel centre to reload              •   An incredible use of autonomous vehicles is to develop a
                                                                          self-driving or autonomous parcel locker that is mobile and
                                                                          moves around the city instead of being placed in one place
    B             Autonomous Shared Car

•   An autonomous shopping vehicle can assist in delivering               E                Self-driving Parcel
    ecommerce goods on a shared-asset basis
•   Volvo is testing a similar idea with its Volvo on Call App that   •   In another futuristic use of autonomous vehicles, parcels
    allows it to access the trunk of a car and deposit parcels for        themselves could be made autonomous with electronic
    the owner (also discussed under Innovative Delivery                   locks and GPS-enabled such that then can unload
    Solutions)                                                            themselves from the delivery van, drive to the delivery
                                                                          address, and deposit contents safely

                                                                                                                                      13
Unmanned Aerial Vehicles (UAVs) (1/2)
    Classification, benefits and challenges
                                                                Classification

      Unmanned Helicopter                        Multicopter                     Fixed Wing                            Tilt Wing
•   VTOL*                              •   Low weight                  •   Long range                       •   VTOL
•   Easy manoeuvrability               •   Easy launch                 •   Endurance                        •   Easy manoeuvrability
•   Can carry heavier packages         •   Inexpensive                 •   Larger space requirement         •   Heavy weight hauls
•   Expensive                          •   Light weight hauls              for horizontal take-off          •   Long range
•   Requires higher maintenance        •   Cannot withstand high       •   Limited manoeuvrability          •   Complex & expensive tech
                                           winds due to light weight

             •   Improved speed of delivery                                 Regulatory hurdles
             •   Lower cost (eventually when adopted on a mass              • Current legislative environment does not allow
                 scale; current trial runs are expensive)                      commercial use of UAVs
             •   Better customer service                                    • Reasons behind the ban of UAVs are it may go rogue
             •   Improved operational productivity                             (out of control) tracking/landing which will be a
             •   Enable enhancement of current logistics network               difficult task, it may fall due to technical glitches, it
             •   Cut down traffic and carbon emissions                         may hinder with other airspace users (e.g.,
                                                                               helicopters), etc.
                                                                            Privacy concerns
                                                                            • Cameras and sensors attached to an UAV may track a
                                                                               person’s movement without authorisation

*VTOL: Vertical take-off and landing                                                                                                       14
Unmanned Aerial Vehicles (UAVs) (2/2)
Use cases

Last Mile Delivery
                                         A    Infrastructure Surveillance             B   Rural/Remote Location                     C
                                              – BP                                        Delivery
Amazon                                        •   In a futuristic vision logistics        Posti
• Amazon Prime Air seeks to deliver               companies can deploy UAVs to            • Posti launched a trail run to deliver
  packages within 30 minutes of                   monitor their assets such as              parcels across a distance of 4 Km
  ordering                                        warehouses, pipelines, etc.               between mainland Helsinki and a
• For successful UAV delivery, the            •   BP (one of the 6 companies to get a       nearby island Suomenlinna using a
  packages must be 2.5 Kg (max) and               licence in USA) uses semi-                UAV in 2015
  delivery address to be within 16 Km             autonomous UAVs to inspect its          • Although the test was considered
                                                  oilfield in Alaska that has harsh         to be a success, some hindrances
Workhorse Group (formerly AMP                     weather conditions making human           acting against safe delivery were
Electric Vehicles)                                monitoring either difficult or highly     strong winds, need for constant
• The company has coupled their                   time-consuming and costly                 line of sight while operating, etc.
   delivery trucks with UAV in order to       •   These UAVs weigh approximately 7
   deliver items that fall out of their           Kg, can fly for 3.5 hours, can          Google
   main delivery route                            withstand winds up to 48 Kmph,          • Google’s Project Wing has tested
• The UAVs will take off from the                 have high resolution cameras for          UAV delivery in Queensland,
   trucks with the package and return             photographs and videos, and light         Australia
   to the truck (wherever it is as it is on       detection equipment to collect 3D
   the go) after a successful delivery            images

                                                                                                                                15
3D Printing (1/2)
Introduction, benefits and challenges
                                                                                                                       Global 3D Printing
    •    Also known as Additive Manufacturing (AM)
                                                                                                           $4 B        Market in 2014**
    •    It uses a digital model to produce a 3D object putting
                                                                                                                       Estimated Global 3D
         consecutive layers of material together                                                    $49,1 B            Printing Market in 2025**
    •    Industries adopting this technology include medicine,
         aviation & aerospace, manufacturing and automotive;                                                           Estimated Market Share Split
         personal 3D printing is lead by hobbyists                                                34:32:33             between North America,
    •    An industrial grade machine costs around $80.000 while                                                        Europe & Asia in 2025**
         personal 3D printers are more affordable with its average
         price being $1.124 (2012)*                                                       •   Increased product availability and customization
                                                                                          •   Lower cost (eventually when adopted on a mass scale;
                                                                                              current prototypes are expensive)

                                                                             BENEFITS
                             Impact on Postal Sector                                      •   Logistics players can take part in new market segments
                                                                                              like “digital warehouse”
•       Postal companies can offer space in their fulfilment centres to                   •   Bring production nearer to high cost of labour nations
        companies manufacturing 3D products so that they can set-up                       •   No resource wastage and reduced carbon emissions
        printing centres
•       This will allow them to print products and put them in the                        •   Unanswered product liability issues – when everyone
        distribution network faster                                                           is a manufacturer who will take liability of
•       Alternately, growth of personal 3D printing will result in reduced                    defective/malfunctioning products
                                                                             CHALLENGES

        deliveries of finished products while increasing shipping of 3D                   •   No clear rules regarding the ownership of intellectual
        printing materials such as plastics, metals, liquid resins, etc.                      property (IP) rights to a particular 3D product design
                                                                                          •   Consumer 3D printers need to be cheaper, faster, and
                                                                                              make higher quality products for faster adoption
*Wohlers Report (2013)                                                                                                                           16
**Smithers Pira (2015): The Future of 3D Printing to 2020
3D Printing (2/2)
Use cases

A              Bring Production Closer to Consumers                C              Postal Operators’ 3D Printing Services
•   3D printing reduces costs of maintaining a supply chain by     La Poste – France
    bring production closer to the consumption centre              • La Poste has opened 3D printing services at seven post
•   Products manufactured via 3D printing machine will use            offices where consumers can print their own designs
    locally produced components thus reducing long-distance        • The company has also made customized packing for fragile
    shipping and increasing last-mile delivery                        or unusually shaped products
•   Storing of spare-part sand components will become obsolete
                                                                   SingPost – Singapore
    as users will be able to download the object’s design from a
    central database and 3D print it thus reducing the cost of
                                                                   • Singapore post in partnership with 3D Matters offers 3D
                                                                      printing service at its post offices where customers can print
    maintaining a warehouse
                                                                      prototypes or custom designed objects

               Integration with Supply Chain –                     Royal Mail - UK
B              Amazon and UPS                                      • In 2014, Royal Mail in partnership with iMakr launched a
•   Amazon has filed a patent application in the US to 3D print      trial to 3D print custom objects as well as designs from a
    products in a mobile delivery truck to cut down on inventory     catalogue at a delivery office
    maintenance costs and deliver faster to consumers              • The company now offers 3D printed items via its online shop
•   UPS now offers 3D printing services at some of its retail      Swiss Post
    stores printing prototypes, product parts, custom              • Swiss Post in collaboration with My3DWorld launched a 3D
    accessories, etc.                                                printing Roadshow in 2014 throughout Switzerland where
                                                                     3D printing supplies and hardware were showcased

                                                                                                                                 17
Discussion and Questions

                           18
References (1/2)
•   https://www.accenture.com/us-en/insight-outlook-big-bang-disruption-innovators-disaster.aspx
•   https://hbr.org/2013/03/big-bang-disruption/#
•   http://www.cnbc.com/2015/05/12/cnbc-disruptor-50.html
•   https://www.accenture.com/t20150914T032007__w__/us-en/_acnmedia/Accenture/Conversion-
    Assets/DotCom/Documents/Global/PDF/Dualpub_21/Accenture-Big-Bang-Disruption-In-The-Postal-Industry.pdf
•   http://www.digitaltrends.com/features/the-history-of-social-networking/
•   http://mashable.com/2012/05/17/companies-before-facebook/#GFURvORfzPqw
•   https://www.accenture.com/_acnmedia/Accenture/Conversion-Assets/DotCom/Documents/Global/PDF/Dualpub_23/Accenture-Adding-
    Value-to-Parcel-Delivery-V2.pdf
•   http://jonathanwichmann.com/my-lists/list-the-most-promising-start-ups-in-logistics/
•   http://www.cleveron.eu/products/packrobot/
•   https://incardelivery.volvocars.com/#/
•   http://www.dpdhl.com/content/dam/dpdhl/presse/pdf/2015/DHLTrendReport_Internet_of_things.pdf
•   http://www.robomq.io/images/IoTMiddlewareL.png
•   https://www.cisco.com/web/about/ac79/docs/innov/IoT_IBSG_0411FINAL.pdf
•   http://www.semprom.org/semprom_engl/
•   http://www.gadgetreview.com/postybell-should-you-kickstart-it
•   http://techcrunch.com/2014/01/18/amazon-pre-ships/
•   http://www.ibmbigdatahub.com/sites/default/files/styles/xlarge-scaled/public/infographic_image/4-Vs-of-big-data.jpg?itok=4syrvSLX
•   http://www.delivering-tomorrow.de/wp-content/uploads/2015/08/CSI_Studie_BIG_DATA_FINAL-ONLINE.pdf
•   http://www.dummies.com/how-to/content/the-4-vs-of-big-data.html
•   http://www.dpdhl.com/en/logistics_around_us/from_our_divisions/dhl_smarttrucks.html
•   http://connectedcar.telekom-dienste.de/en/node/53
•   http://www.t-systems.de/news-media/white-papers/1219360_2/blobBinary/WhitePaper_Big-Data-Logistics.pdf
•   https://www.myways.com/
•   http://www.dhl.com/en/press/releases/releases_2014/logistics/dhl_uses_big_data_for_risk_mitigation_in_logistics.html#.Vqz5ArIrLIU

                                                                                                                                   19
References (2/2)
• http://www.dpdhl.com/en/media_relations/press_releases/2012/deutsche_post_geovista_standortcheck_wins_international_award_poste
  xpo.html
• http://www.dhl.com/content/dam/downloads/g0/about_us/logistics_insights/dhl_self_driving_vehicles.pdf
• https://www.google.com/selfdrivingcar/
• http://www.rand.org/content/dam/rand/pubs/research_reports/RR400/RR443-1/RAND_RR443-1.pdf
• http://www.atkinsglobal.com/~/media/Files/A/Atkins-Corporate/uk-and-europe/uk-thought-
  leadership/reports/CAV_A4_digital_250915_FINAL.pdf
• https://www.move-forward.com/news/details/how-should-cities-prepare-for-connected-and-autonomous-vehicles/
• http://www.dhl.com/content/dam/downloads/g0/about_us/logistics_insights/DHL_TrendReport_UAV.pdf
• http://www.amazon.com/b?node=8037720011
• http://wvxu.org/post/post-office-might-be-next-electric-truckdrone-customer-loveland-company#stream/0
• http://www.bp.com/en/global/corporate/bp-magazine/innovations/drones-provide-bp-eyes-in-the-skies.html
• http://yle.fi/uutiset/posti_to_trial_package_deliveries_via_helicopter_drones/8252978
• http://www.psfk.com/2016/01/posti-drone-mail-delivery-postal-service-sharper-shape.html
• http://www.abc.net.au/news/2014-08-29/google-project-wing-drone-delivery-test-warwick-queensland/5707034
• https://www.uspsoig.gov/sites/default/files/document-library-files/2015/rarc-wp-14-
  011_if_it_prints_it_ships_3d_printing_and_the_postal_service_0.pdf
• http://www.smitherspira.com/news/2015/june/3d-print-market-expected-to-reach-$49b-by-2025
• http://documents.aeb.com/brochures/en/aeb-white-paper-3d-printing.pdf
• http://www.dhl.com/content/dam/downloads/g0/about_us/logistics_insights/DHL_Logistics-TrendRadar_2014.pdf
• http://3dprinting.com/what-is-3d-printing/
• https://www.uspsoig.gov/sites/default/files/document-library-files/2015/RARC-WP-16-001.pdf
• http://documents.aeb.com/brochures/en/aeb-white-paper-3d-printing.pdf
• http://www.theguardian.com/technology/2014/dec/09/royal-mail-launches-3d-printing-service
• http://www.3ders.org/articles/20141004-singapore-post-launches-3d-printing-service-at-new-concept-post-office-in-suntec-city.html
• http://3dprintingindustry.com/2014/11/13/swiss-post-3d-printing/

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Thank You!
aku.happo@proventuri.eu
   +358 40 562 7065
      @Aku Happo

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