The Future of Mobility: Intelligent and Interconnected ... · • Connected vehicles • E-mobility...
Transcript of The Future of Mobility: Intelligent and Interconnected ... · • Connected vehicles • E-mobility...
On behalf of:
WHITE PAPER
Lead analyst:
Joachim Hackmann
PAC Germany, October 2018
The Future of Mobility:
Intelligent and Interconnected.
The Path Forward: Complex.
The Future of Mobi l i ty – Copyright CXP Group, 2018 2
TABLE OF CONTENTS
INTRODUCTION ..............................................................................................3
PAC COMMENT: ENABLING TECHNOLOGIES – AN INVISIBLE INGREDIENT THAT IS CRITICAL
TO SUCCESS ...................................................................................................................................4
MANAGEMENT SUMMARY .................................................................................6
CONNECTED VEHICLES: THE STARTING POINT FOR DIGITAL AND DATA-
DRIVEN MOBILITY ...........................................................................................7
PAC COMMENT: T-SYSTEMS EN ROUTE TO “AMAZONIZING” MOBILITY? ............................................. 11
AUTONOMOUS DRIVING – TACKLING IMMENSE COMPLEXITY IN SMALL
STEPS .......................................................................................................... 13
PAC COMMENT: PLATFORM MANAGEMENT – T-SYSTEMS HAS EXPERIENCE WITH TOLL
COLLECT ..................................................................................................................................... 17
E-MOBILITY: IT’S ALL ABOUT INDIVIDUAL ENERGY MANAGEMENT ........................ 19
PAC COMMENT: TELEKOM AS A CHARGING INFRASTRUCTURE OPERATOR? A SURPRISING
MOVE .......................................................................................................................................... 21
SHARED MOBILITY: THE OEM AS A SERVICE PROVIDER WITHIN ITS OWN
ECOSYSTEM.................................................................................................. 22
PAC COMMENT: SHARING CONCEPTS REQUIRE INTEGRATED MOBILITY SERVICES .............................. 25
SMART CITIES AND SMART LOGISTICS: MORE EFFICIENCY AND
SUSTAINABILITY ............................................................................................ 26
PAC COMMENT: T-SYSTEMS IS A TOP PROVIDER IN THE AREA OF SMART TRANSPORT .......................... 28
SUMMARY: THE MOBILITY OF THE FUTURE WILL BE SMART, COMPLEX AND
INTEGRATED ................................................................................................ 29
APPENDIX .................................................................................................... 32
DISCLAIMER, RIGHTS OF USE, INDEPENDENCE AND DATA PROTECTION ............................................ 32
ABOUT T-SYSTEMS ........................................................................................................................ 33
ABOUT PAC .................................................................................................................................. 34
The Future of Mobi l i ty – Copyright CXP Group, 2018 3
The Future of Mobility:
Intelligent and Interconnected.
The Path Forward: Complex.
Joachim Hackmann,
Principal Consultant – Digital CX & IoT
September 2018
INTRODUCTION
Advances in mobility have reached new heights. Having centered previously on means of
transport capable of ever-increasing speeds, distances and passenger comfort, the main
focus of future efforts will be greater intelligence. Modern technology will make t he ways
that people reach their destinations more flexible, environmentally friendly and needs -
oriented.
This development is particularly apparent when it comes to the multi -modal transportation
of people, which combines all manner of means. These range f rom rental (e-)bikes, self-
driving vehicles, buses, trains, and airplanes to inter -modal solutions from car sharing com-
panies, OEMs and other mobili ty service providers. Ultimately, i t i s a question of defining
mobil ity as a service (MaaS).
Fierce competi tion regarding this business model has already broken out among an ex-
tremely diverse set of parties. In PAC’s view, the most important of these are the global
digital corporations (e.g., Apple and Google), the automobile manufacturers that oper-
ate around the world and, as a result of their close customer contacts, global and local
telecommunications providers and transportation service providers such as public
transport companies.
In cooperation with T-Systems, PAC has structured the complexity of this topi c and defined
five application cases relating to mobil ity as a service (MaaS):
• Connected vehicles
• E-mobil ity
• Shared mobil ity
• Autonomous driving
• Smart cities/smart logistics
For this white paper, PAC held more than a dozen expert discussions with represe ntatives
of cities, start-ups, suppliers, OEMs, research insti tutions, T -Systems, and Deutsche Tele-
kom AG. The paper presents the results in consolidated form and aligns them with the
portfol io of T-Systems and Deutsche Telekom AG (hereinafter referred to as Telekom).
The Future of Mobi l i ty – Copyright CXP Group, 2018 4
PAC COMMENT: ENABLING
TECHNOLOGIES – AN INVISIBLE INGREDIENT
THAT IS CRITICAL TO SUCCESS
However, before we delve deeper into the individual areas of applica-
tion, we would l ike to address a remarkable and recurrent finding from
the interviews we conducted: the people we spoke to did not want to
talk about technology.
We could have predicted this, really, since we spoke with managers
from business areas, from product development and from strategy
boards. Nevertheless, we were intent on finding out their opinions on
technologies in areas l ike connectivity, security, the cloud and man-
agement platforms.
But the recurring message from the conversations was: the technolog-
ical basis must be established and functioning in a secure, rel iable
manner.
Our discussion partners were much more interested in talking about
new business models, new services and new products. Here, you could
truly sense their interest in innovations and their enthusiasm for new
developments.
But what does the lack of interest in the aforementioned technologies
mean for T-Systems? Are i ts offerings being marginalized into insignifi-
cance?
We believe the opposite is the case. For years, PAC’s analyses have
been emphasizing the importance of enabling technologies for digital
transformation in all industries and application scenarios.
Connectivity, security, platforms and cloud computing are key ena-
bling technologies in the T-Systems and Telekom portfol io. The abil ity
to offer all of this from a single source and integrate i t into the cus-
tomer’s ICT/systems landscape is an important attribute of T -Systems,
as this is the only way to ensure digital services that are secure and
reliable. After all , one thing is also clear: people responsible for busi-
ness (like our discussion partners) only start talking about enabling
technologies when they cause problems or fai l .
The Future of Mobi l i ty – Copyright CXP Group, 2018 5
Fig. 1: Connected vehicles – market development software and IT services
Over the coming years, PAC expects a sharp increase in demand
for software and IT services related to connected vehicles in
Germany.
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MANAGEMENT SUMMARY
The competition for mobile customers will be determined based on ac-
cess to data because analyzable information about usage behavior is
the key to tailor-made mobil ity services. Internet companies and pro-
viders of telecommunications and mobili ty services can access infor-
mation relating to mobile devices (today, these are usually
smartphones). OEMs, for their part, have secured access to automobile
data. The question of ownership, however, remains open: who has sov-
ereignty over these data?
The competition will be fought wi th a wave of innovations. Meanwhile,
i t i s clear to all those involved that they cannot compete effectively
alone; the mobili ty services of the future will incorporate a diverse
range of business models, processes, platforms and technologies.
Digital technologies and agile methods are essential i f the vision of
user-friendly, convenient mobili ty services is to be brought to l ife. Sen-
sors, big data analytics, 5G, WLAN, cloud and edge computing (as well
as digital , mobile customer interfaces) are some exampl es from the
area of technology. Agile development, DevOps and design thinking
are among the methods used for digital projects.
Cross-industry ecosystems are required in order to offer and operate
suitable infrastructures, mobile apps, applications, service s, and busi-
ness processes. Only complete integration will allow future concepts
to be realized which will completely redefine mobil ity (among other
areas). For instance, basic transport could be operated as a service,
which would give passengers the option to pay extra for greater com-
fort, a shorter journey, guaranteed punctuality, or environmental
friendliness.
Complex and diverse business models are emerging. Traditional OEMs
and suppliers need to re-orientate themselves without neglecting their
current business in the process. Cities need to digitize their infrastruc-
ture to make inner-city passenger transport and deliveries more envi-
ronmentally friendly. Scores of service providers, start -ups and digital
groups will bring enti rely new services to the market, putting pressure
on the traditional top dogs.
T-Systems supplies end-to-end solutions, and its parent company pro-
vides corresponding expertise in the mass processing of (invoicing)
data along with a modern network infrastructure. T -Systems in turn can
draw on extensive expertise in the automotive field, direct access to
the required enabling technologies (cloud, security, 5G) and extensive
knowledge and partnerships in the areas of platforms and analytics.
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CONNECTED VEHICLES:
THE STARTING POINT FOR
DIGITAL AND DATA-DRIVEN
MOBILITY
The connected vehicle is no longer a futuristic vision. I t has already
taken to our streets with names l ike COMAND Online, Mercedes me,
BMW ConnectedDrive or Audi connect. In addition, vendor-independ-
ent retrofi t options such as the Digital Drive solution from T -Systems are
also available for connecting older vehicles. These matchbox-sized de-
vices collect data through an OBD2 interface in the car and transfer i t
via SIM card. Users can control and process this data with an app.
OEM solutions provide functions such as Internet access in cars, stream-
ing services, location-based recommendations, navigation, and tech-
nical status displays (ti re air pressure, oi l level, charging status of e -
vehicles, etc.). Some manufacturers supplement these services with
premium concierge services.
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THE SOFTWARE DEFINES THE VEHICLE
The solutions available today are far from ful ly exploiting the potential
at hand and l iving up to related plans and visions, however. These vi-
sions include trucks driving in convoys (or “platooning”, as the experts
call i t) in which they are virtually interl inked, which enables them to
drive autonomously behind the leading vehicle to reduce fuel con-
sumption and allows their drivers to take breaks. With “see-through”
functions, cars use the cameras of vehicles ahead of them to recog-
nize hazards earl ier. Vehicles can also coordinate their driving maneu-
vers amongst themselves by means of multi -directional car-to-car com-
munication.
OEMs and suppliers are particularly interested in data on vehicle wear,
including as a means of arranging preventative repair appointments
with owners, for instance. In the future, digitization will penetrate ever
further into the core areas of vehicles – as software begins to deter-
mine their properties and functional scope, for example. These are re-
ferred to as software-defined vehicles.
“Technology is already available for software-
defined vehicles that enable drivers to activate
certain functions and pay for them based
on use – for example, when they use streaming
services in the car or automatically charge tolls
to their bank accounts.”
Jörg Tischler, Vice President of Connected Mobility,
Customer Solutions at T-Systems
CONNECTED CARS NEED SENSORS, CONNECTIVITY,
DATA AND A HIGH LEVEL OF SAFETY
OEMs and tier-one suppliers are already working on improving the mass
processing of data on their platforms in order to establish digital mar-
ketplaces on the basis of this data. Notable examples are BMW Car-
Data and Bosch Caruso. Independent content providers can use these
marketplaces to offer local, customer-specific services (fuel price
comparisons, guidance to charging stations, advertisements for sales
campaigns, etc.). “The greatest challenge in setting up such market-
places is the variation in the vehicles. There are no uniform architec-
ture or standardized data models,” says the development director for
connected cars at a large German OEM, explaining his observations
to PAC.
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WHERE STANDARD SOLUTIONS REACH THEIR LIMITS
Cloud-based standard solutions exist for such platforms, for example
the AWS Connected Vehicle Solution or the Microsoft Connected Ve-
hicle Platform; however, since the platforms affect a company’s core
business on a profound level, they are often developed individually on
the basis of private cloud installations. One possibil ity would be for
standard platforms to provide functions that do not promise competi-
tive advantages, but are nonetheless necessary (for example to
open/close doors). For the foreseeable future, many components re-
lating to connected vehicles will nonetheless rely on manufacturer -
specific development and integration tasks.
“Our development partners are required
to understand the business aspects.
It is important to have an overview of the entire
distributed system, from connectivity to the
content provider.”
Development director for connected cars
at a global OEM
CONNECTIVITY AND SECURITY ARE CRITICAL UNDER-
LYING TECHNOLOGIES
Of course, the basis for networked cars is end-to-end network availa-
bil ity. Generally, the performance of the current LTE network is suffi-
cient. However, should the aforementioned more extensive plans for
connected cars be realized, 5G functions would be required for certain
application cases. The new mobile communications standard provides
increased bandwidth, lower latency times and precise positioning
down to the centimeter. Moreover, 5G network management supports
the definition of logical user groups. “Viewing 5G simply as a new wire-
less interface ignores a host of advantages over LTE. 5G can implement
enti rely new online features which are extremely useful , especially for
connected cars, autonomous driving and new mobility services,” em-
phasizes Prof. Dr. Johannes Springer, head of the 5G program for the
automotive sector at Deutsche Telekom.
IT security will be a particularly important component. Hackers in the
USA have already demonstrated in the past how they can hijack cars
from a distance and control them remotely – a worst-case scenario for
every driver and car manufacturer. To ensure that this is not repeated
(or never occurs in the fi rst place), OEMs and their suppliers are focus-
ing a huge amount of effort and energy on developing new security
solutions and operating secure cloud and IT environments. However, IT
security is not the only issue. Securely programmed software that
leaves no potential doorways open for attack is also required.
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Data for the mobility of the future
The competition surrounding connected cars is also a competition for access to data. The auto-
mobile manufacturers are in the best position here because – provided the drivers in question have
agreed – they have access to extremely detailed information on vehicle profi les, hist ories, statuses
and driving behavior. Other market participants have to gain access via the ODB2 interface (which
provides less detailed data) or can at least track driving behavior and movement profi les via
smartphones.
Meanwhile, the EU wants to make data access easier in order to improve competition among
service providers in the area of networked vehicles. In a strategy paper, the European Commission
writes that i t considers the OEMs’ current implementations for what are known as “extended vehi-
cle data platform servers” to be insufficient for fair and unhindered competition. I t can therefore
be assumed that the European Commission wil l recommend that the EU make it easier to access
vehicle data for commercial and non-commercial purposes.
Even then, however, the issue of data handling will remain delicate, difficult and complex. For
example, the starting point for data protection legislation is that the customer has given consent,
which places strict l imits on the processing of personal data. Furthermore, the new General Data
Protection Regulation stipulates transparency and an obligation to provide information when sav-
ing personal data, which in turn will result in extensive investments in data governance at compa-
nies.
For the moment, the peak of complexity arises from the fact that the vehicles are manufactured
for the international market and – as a source of data – are thus subject to different legislations.
This is one of the reasons why OEMs are currently cautious when it comes to actu ally collecting
data.
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PAC COMMENT: T-SYSTEMS EN ROUTE TO
“AMAZONIZING” MOBILITY?
In PAC’s recently published RADAR “C&SI for IoT Solutions in Europe
2018” and the separate sub -section “Connected Vehicles”, T -Systems
and Deutsche Telekom AG (DTAG) together were ranked in the top
category, “Best in Class”. T -Systems/DTAG earned this distinction
thanks to their above-average marks for expertise and market strength
in consulting, as well as for the integration of connected vehicle pro-
jects. This strong result should not come as a surprise. After all , T -Sys-
tems is anchored in the German automobile industry l ike no other IT
service provider due in part to strategic partnerships with companies
such as BMW, Daimler and MAN.
Fig. 2 Deutsche Telekom/T-Systems’ ranking in the PAC RADAR C&SI for IoT
Solutions in Europe 2018 – sub-section “Connected Vehicle”
Deutsche Telekom and T-Systems performed above average in the PAC
RADAR shown above. The evaluation was based on expertise and mar-
ket strength in consul ting and system integration (C&SI) in the field of
connected cars. In the following evaluation cri teria, Deutsche Telekom
and T-Systems even achieved a ranking that was far above the average
(reflected by their lead of more than 0.5):
• Strategic focus and activities in this IoT segment
• Number of consultants in Europe in this IoT segment
• Current customer access and relationships in this IoT segment
• Number and quality of customer references and l ighthouse projects
in this IOT segment
• Revenue in the area of IOT C&SI in Europe in this IoT segment
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Another reason for their excellent result is the combined strengths of T -
Systems and Telekom. They bring volume business in telecommunica-
tions together with the industry expertise of a B2B provider whose core
competencies include fast and agile implementation of digital pro-
jects and integration of enabling technologies as part of end -to-end
solutions. The two companies’ collaboration with strategic partners
from the automobile industry has already resulted in innovations such
as the Mercedes me Adapter and BMW’s Hotspot Drive.
But the connected vehicle is not simply an intelligent means of
transport; above all , i t is the basis for data-based business models. To-
day we can only imagine all the things that are possible, and their
actual implementation will certainly usher in completely new and sur-
prising services and offers. The basis for this will be data analysis and
interpretation.
Against this background, T -System’s plan to align i tself with neutral
thi rd-party providers by means of a platform for trading mobil ity data
makes perfect sense. The particularly interesting thing about a neutral
platform of this kind is that i t can bring data sources together and is
not bound to individual brands or modes of transport. This would, for
example, allow the implementation of recommendation engines for
mobil ity that would be similar to Amazon’s purchase suggestions. Cer-
tain behavioral patterns and l iving si tuations would result in specific
recommendations – for mobil ity services as well as for car purchases,
as acquiring one’s own car will continue to play a key role for the fore-
seeable future.
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AUTONOMOUS DRIVING –
TACKLING IMMENSE
COMPLEXITY IN SMALL STEPS
In Germany, there are a number of trial routes and test si tes where
experience is already being gathered with self -driving vehicles. At the
end of 2017, the city of Munich tested a battery -operated, self-driving
shuttle bus, and the city of Hamburg has plans to perform a test in the
near future with networked buses that are to reach speeds of up to
50 km/h. In the Bavarian town of Birnbach, an autonomous bus from
Deutsche Bahn has been added to the local public transport options.
Although it is a huge hit with technology experts, after some initial in-
terest i t is now simply ignored by many citizens: the bus drives at around
3 to 4 km/h, making it slower than the average pedestrian. In other
words, it is a good test object, but has achieved only l imited ac-
ceptance as a means of transport. Such test projects are aiding OEMs
and suppliers as they work to recognize and resolve unexpected l imi-
tations.
“You can’t research all the causes of potential
errors in a lab. Eventually, you have to perform
practical tests with self-driving vehicles.
Even after five million virtual test kilometers,
you might not run into some trivial, every-day
problems.”
Head of strategic sales for autonomous driving
at a supplier
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At the same time, OEMs and suppliers are developing numerous inno-
vations in the area of commercial vehicle fleets. Distance control and
parking assistance systems are just two examples of incremental im-
provements towards autonomous driving, which provide level -two au-
tomation on the five-level SAE scale. Fully autonomous driving requires
level-five automation.
INVESTMENTS IN THE BILLIONS AND NEW
TECHNOLOGY PARTNERSHIPS
These new features aim to provide greater comfort when driving. Fully
automated driving, on the other hand, can result in new business po-
tential , for example when driverless mobili ty services start being used
in both the national and international transport of goods and passen-
gers. This also explains the massive investments being made in this seg-
ment.
• According to reports, Google has already spent at least 1.1 bil-
l ion dollars on i ts Waymo project, which is now operating as an
independent company.
• At the beginning of 2017, Ford announced that i t was investing
a bil l ion dollars in the start-up Argo AI, which was founded by
former Google and Uber employees.
• Intel, meanwhile, took over the company Mobileye for 15 bil -
l ion dollars in order to develop a platform for autonomous driv-
ing.
The l ist continues with companies such as GM, Uber, Daimler, Samsung,
and Bosch, which are in competition with one another, but frequently
cooperate as well. An example of this is the Autonomous Driving Cam-
pus in Unterschließheim (near Munich), where BMW is working on self -
driving cars together with Intel , Fiat/Chrysler and other specialists. The
Munich-based BMW group has announced that i ts iNext model will en-
ter series production in 2021. I t will be electric and capable of driving
autonomously on freeways in accordance with SAE level three.
AUTONOMOUS DRIVING PLACES GREATER TECH-
NICAL DEMANDS ON VEHICLES
In essence, self-driving cars are simply supercharged connected vehi-
cles. After all , the technical requirements self -driving cars need to
meet in order to reach the maximum automation level are immense.
Currently, OEMs are primarily focusing on upgrading the on -board in-
tell igence and sensors in vehicles to enable them to respond to unex-
pected traffic si tuations within a few mil liseconds. In the worst case,
an incorrect decision here could result in injury to the people involved.
However, the l imits of this procedure become most apparent in ad-
verse weather conditions: today’s sensors cannot handle rain, snow or
fog. Here, centralized cloud infrastructures are to offer assistance by
The Future of Mobi l i ty – Copyright CXP Group, 2018 15
giving vehicles access to information regarding road conditions. Tesla
is considered the pioneer in this approach.
At the same time, access to centralized data always has the disad-
vantage of longer latency times, which are unsuitable precisely when
it comes to real -time requirements. Although the future mobile com-
munications standard 5G will be able to close this gap in many si tua-
tions by guaranteeing reliable quality with regard to latency times and
bandwidth, not even an assured quali ty of service (QoS) can help defy
the laws of physics – even with 5G, the latency times are simply too
long for certain real -time requirements.
Fig. 3 The six levels of autonomous driving (AD)
Level 0/ No automation The driver drives independently.
Level 1/Assistance systems The driver can partially rel inquish control , for example to distance
control systems.
Level 2/Partial automation Functions are comparable to an autopilot system; the driver must
be able to intervene at all times.
Level 3/Conditional The vehicle can handle si tuations automation independently; the driver
does not need to be able to intervene at all times.
Level 4/High degree of AD The car drives autonomously; the driver can sleep depending on the
weather, available map material and road conditions.
Level 5/Full automation The vehicle drives autonomously.
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AUTONOMOUS DRIVING REQUIRES INTELLIGENT
INFRASTRUCTURES
Against this background, i t is increasingly becoming clear that auton-
omous driving in accordance with SAE levels four and five wil l not be
possible without decentralized sources of information. “Take a look at
China. The self-driving cars there are equipped with very l i ttle intelli-
gence. Instead, i t is the infrastructure that is intelligent,” points out the
development director for connected cars at a major German OEM. The
concept of an intell igent infrastructure builds on the notion that ful ly
autonomous vehicles must also be able to respond to external factors.
So why not collect and pass on information right where disruptive fac-
tors (such as animals on the road or black ice around the next corner)
actually happen? If necessary, this could be a supplement to a vehi-
cle’s on-board sensors, which have a l imited range.
EDGE COMPUTING: INTELLIGENCE IS FOUND
ON THE ROADSIDE
Another key technology in this context is referred to as edge compu-
ting. Here, the idea is to install tiny data centers at useful intervals
along the roadside, where they use their sensors to observe road and
weather conditions, traffic and mobile objects in their surroundings,
and then provide the resulting data to nearby vehicles. Some of this
data is analyzed and transferred directly on-si te, while other infor-
mation is correlated with central data. This al l sounds rather complex
and expensive, but i t doesn’t have to be: “This could involve plug -and-
play boxes with a few sensors, intelligence and connectivity, which
could easi ly be installed along the side of the road. If the boxes were
to be mass produced, the price would also be attractive,” says Man-
zoor Ahmed Khan, director of the Competence Center “Network & Mo-
bil ity” (CC NEMO) at the DAI Laboratory in Berl in and project lead for
the test installation DIGINET-PS, which is currently testing edge compu-
ting on a 3.7-ki lometer stretch including two traffic circles in the heart
of Berlin.
“For fully automated driving, we need another
level of decision-making.
Edge infrastructure slots in between
central cloud intelligence and the decentralized
intelligence in the car.”
Dr. Manzoor Ahmed Khan,
Director of the Competence Center “Network &
Mobility” (CC NEMO) at the DAI Laboratory in Berlin
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PAC COMMENT: PLATFORM
MANAGEMENT – T-SYSTEMS HAS EXPERIENCE
WITH TOLL COLLECT
Right now, there is probably no technical project in the automobile
industry more challenging than autonomous driving because i t requires
the integration and management of almost every digital technology.
PAC believes T-Systems to be very well -positioned in this segment. The
company has distinctive experience in the automobile industry, has
proven its implementation expertise in integration projects, and has an
extensive portfol io in the area of enabling technologies. For the time
being, however, we wil l only be delving deeper into a few significant
points:
Core competency – connectivity: In our estimation, autonomous driv-
ing requires fast and reliable communication networks. As previously
mentioned, connectivity is assumed to be a commodity that is availa-
ble at all times. The options available with 5G go beyond this by facili -
tating positioning down to the centimeter, short latency times and im-
proved management functions. Thanks to their mobile communication
competencies and expertise in the area of 5G, T -Systems and Telekom
are suitable partners for ensuring rel iable connectivity. The group is
significantly involved in numerous national and pan-European test
si tes.
Core competency – platform management: It is therefore only logical
for T-Systems to be involved as a core partner in the edge computing
test si te DIGINET-PS in Berl in as well , which involves the use of 5G as a
key communication technology. Another aspect is not quite as obvi-
ous, but no less significant: edge computing requires the abili ty to man-
age large quantities of devices. Should the vision of intelligent road
infrastructure based on edge devices be realized, this will result in a
complex architecture consisting of central cloud installations, decen-
tralized edge-computing devices and mobile vehicles, al l of which will
generate, process, compress and transfer data. Thanks in no small part
to i ts experience with the German truck toll system Toll Collect, T -Sys-
tems has the expertise required for such complex platform manage-
ment.
Core competency – security: In addition to fast and reliable data pro-
cessing, a central issue for self -driving cars is security. Autonomous ve-
hicles must be ful ly protected against unwanted remote access by
hackers and able to identi fy themselves clearly and without misu nder-
standings. I t must also be possible to determine their position in a way
that is absolutely reliable and secure against manipulation. According
to PAC’s ranking, T-Systems is number one among German security IT
service providers. In PAC’s opinion, the company took important steps
The Future of Mobi l i ty – Copyright CXP Group, 2018 18
towards achieving this status by consolidating i ts security expertise into
a business unit and adopting a “secure by design” approach.
Fig. 4 Deutsche Telekom/T-Systems’ ranking in the PAC RADAR C&SI for IoT
Solutions in Europe 2018 – sub-section “Smart Transport”
The above PAC RADAR shows the evaluation for Deutsche Telekom and T -
Systems in the area of smart transport. This was another area in which we
analyzed the group’s expertise and market strength in consulting and s ys-
tem integration (C&SI) and found it to be above average. Deutsche Tele-
kom and T-Systems achieved a ranking that was far above the average
(reflected by their lead of more than 0.5) in the following evaluation cri te-
ria:
• Strategic focus and activities in this IoT segment
• Strategic investments in this IoT segment in the past 24 months
• Standardized services in this IoT segment
• Balance of standardized services and software
• Current customer access and relationships in this IoT segment
• USP in this IoT segment
• Number and quality of customer references and l ighthouse projects in
this IOT segment
• Revenue in the area of IOT C&SI in Europe in this IoT segment
• Perception as a top service provider in this IoT segment
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E-MOBILITY:
IT’S ALL ABOUT INDIVIDUAL
ENERGY MANAGEMENT
In 2010, the German federal government set the target of putting one
mil lion electric cars on German roads by 2020. It is now clear that this
target will not be reached: as of the beginning of January 2018, fewer
than 54,000 e-cars had been sold. The success of electric cars or e-
mobil ity is primarily determined by three factors: private or public
charging infrastructure, battery range, and the price of the vehicles at
hand. “As a city, we can only influence the charging infrastructure,
which is where we have begun our preliminary work. There are currently
250 charging stations in Munich, and by 2020 we aim to have 550 sta-
tions within the city’s l imits,” reveals Georg-Friedrich Koppen, head of
the Mobili ty section in the Bavarian capital’s Department of Urban
Planning and Building Regulation. Cities are promoting the electri fica-
tion of transport to improve air quali ty.
Fig. 5 Number of electric vehicles registered in Germany (excluding hybrid vehicles)
Source: Kraftfahrtbundesamt (Federal Motor TransporAuthority)
The number of electric vehicles is continuously increasing, but is sti l l a long way from the
federal government’s target of one mill ion electric vehicles by the year 2020. This growth
may gain momentum, however, as German OEMs are set to bring a host of new electric
vehicles to the market over the coming two years.
The Future of Mobi l i ty – Copyright CXP Group, 2018 20
ALL OEMS ARE FOLLOWING SPECIFIC PLANS
The automobile manufacturers’ motives are generally comparable:
they need to meet EU requirements regarding average fleet consump-
tion, and e-mobili ty helps with this. In addition, these companies are
under pressure due to Tesla’s success and the diesel scandal. While
many suppliers are afraid of the success of electromobili ty because
the majori ty of the components of vehicles with combustion engines
(such as gears, drives or couplings) will no longer be required, OEMs
are driving the development of e-vehicle fleets forward. According to
the German Association of the Automotive Industry (VDA), German
manufacturers plan to bring up to 100 new e-models to the market over
the next three years and extend their range to 500 ki lometers. Daimler
has announced the electric SUV ECQ for 2019, BMW plans to start serial
production of the i4 in 2020 and Porsche’s e -sports car Mission E will be
on German roads from 2019.
E-MOBILITY IS ALSO A QUESTION OF ENERGY AND
BILLING MANAGEMENT
Beyond the technical demands of battery technology and efforts to
maximize range, e-mobili ty also sti l l faces a number of challenges in
the area of digital technology. For one thing, thanks to their image, e -
vehicles currently represent the absolute peak of mobile innovation
and therefore usually integrate many of the connected car functions
described above. In addition, that connectedness provides drivers
with access to key services.
OEMs are working on platforms for convenient energy and bil l ing man-
agement, for example. These guarantee optimized route planning
based on the existing charging infrastructure, which ensures that e -
cars can be recharged when necessary. Payment is largely automatic
and independent of the provider. This task may sound manageable as
long as you only use charging stations. But i f induction loops buil t into
the road are also used to charge batteries during journeys or at red
l ights, the system must be capable of bill ing for very small sums as well.
Furthermore, many e-buses will be integrated into traffic as self -driving
vehicles.
“We want to occupy the last-mile niche and
provide requirements-based mobility.
One possible scenario is for commuters and
visitors from elsewhere to change to electric
car-sharing vehicles or buses on the outskirts
of the city.
All combustion engines would stay outside.”
Stefan Steeger, Head of Business Development
at e.GO Digital GmbH
The Future of Mobi l i ty – Copyright CXP Group, 2018 21
PAC COMMENT: TELEKOM AS A CHARGING
INFRASTRUCTURE OPERATOR?
A SURPRISING MOVE
From PAC’s perspective, e-mobility (with the exception of develop-
ments in battery technology) is primari ly a challenging management
task. The core element on the road to successful e -mobilization is en-
ergy management. No driver, carrier or transport service provider
wants to be stranded on an isolated road with a dead battery. By the
same token, every driver would welcome individual route optimization
based on range calculations and charging infrastructure. Many e -mo-
bil ity users in business settings would probably even be will ing to pay
for i t.
Where is the nearest charging station? Are charging spaces free and
is i t possible to reserve one? Are there any alternatives? How can the
car veri fy i tself? And how is bi ll ing handled?
To be able to answer such questions, a diverse range of complex tasks
need to be integrated into a platform. PAC believes that T -Systems and
Telekom would be able to draw on their ski lls and experience in setting
up and operating IoT management platforms for this purpose. Particu-
larly if the charging infrastructure is realized through induct ion – for
instance while waiting at a red l ight – a partner will be required that
has mastered the secure mass bill ing of very small amounts (including
the authentication services required) for a large number of different
suppliers.
A further Telekom initiative that PAC finds surprising, but also interesting
involves plans to assemble a charging infrastructure by incorporating
large numbers of the gray distribution boxes found on the sides of
roads. This project is being led by the Telekom subsidiary Com-
fortcharge, which builds, operates and markets the charging stations.
There, electric vehicles can either be “refueled” using charging cards
from cooperating partners or on an ad-hoc basis. In the latter case,
bil l ing takes place via common cashless payment methods (PayPal,
Visa and Mastercard credit cards). This is a remarkable initiative that
will certainly benefit the spread of e-mobili ty. T-Systems, in turn, can
gather experience in energy and bil l ing management within i ts own
supply network.
The Future of Mobi l i ty – Copyright CXP Group, 2018 22
SHARED MOBILITY:
THE OEM AS A SERVICE
PROVIDER WITHIN ITS
OWN ECOSYSTEM
Providers positioning themselves through car sharing
The largest car-sharing services in Germany right now are Car2Go
by Daimler and DriveNow by BMW. Recently, the two joined forces
to save operating costs and establish a stronger front against po-
tential mobil ity start-ups (such as Uber or Lyft). Daimler’s successful
taxi booking app MyTaxi and the mobili ty platform Moovel will also
be integrated into this future joint venture.
The VW Group has announced that emission-free mobil ity services
will be among the offerings made available on i ts digital platform
We starting next year. Audi, for i ts part, has for some time been test-
ing the mobili ty service Audi on demand, which provides vehicles to
customers based on their requirements. For instance, there a re easy-
to-park compact cars for trips into town, powerful SUVs for adven-
ture weekends, or spacious station wagons for family outings.
The current user figures (see graph) do not justi fy the commitment.
However, car-sharing services allow OEMs to gather experience and
occupy the market in preparation for a future in which the demand
for mobili ty services will outpace the rate at which cars are pur-
chased.
The Future of Mobi l i ty – Copyright CXP Group, 2018 23
There are already sharing services and offers for the short -term rental
of bicycles and electric scooters in most major cities. These are often
used as a means of reaching public transport, but also as a replace-
ment for buses and trains in areas not covered by such services.
Against this background, it makes sense that Deutsche Bahn offers
both rental bikes and car-sharing services (Fl inkster) in many cities, and
many municipali ties maintain their own rental bike offers. However, the
municipali ties have no plans to extend this sharing to cars. Instead,
they are integrating car-sharing services into their mobile apps and
mobil ity platforms. I t is clear, after all , that both municipal transport
companies and Deutsche Bahn want to gain and increase thei r direct
access to customers.
“Today innovations are still developed,
designed and examined in a laboratory before
being integrated into cars three to five years
later. In the future, we will have to constantly
observe how the customer journey is
changing.”
Kay Freiland, Automotive Partner at Detecon
Fig. 6 Current use of car sharing in Germany
The questionnaire was based on a survey by the Federal Ministry of
Transport and Digital Infrastructure. I t shows comparatively limited
use of car-sharing services in German households, but also indicates
vast potential . In places where availabili ty is particularly good (i .e.
in large cities), 14 % of households already use such services.
The Future of Mobi l i ty – Copyright CXP Group, 2018 24
PREMIUM OEMS SHOULD ALSO BE IN A POSITION
TO OFFER PREMIUM SERVICES
However, they face strong competition here, as the new business mod-
els of large OEMs also focus on mobil ity as a service. The aim is to make
provisions for a time when customers will buy fewer cars and increas-
ingly want to reserve individual mobili ty services. “In the past, the en-
gineers decided on innovation topics and put the main emphasis on
technical services. In the future, the focus wil l be on customer prefer-
ences and the customer experience – which mobil ity services and
what level of comfort do they want?,” explains Kay Freiland, automo-
tive partner at Detecon International GmbH. “Over the next few years,
OEMs must succeed in substantiating their premium image not just fo r
hardware – the car i tself – but also when it comes to mobil ity services.
This includes first-class services and extensive offers.”
A COMPLEX TECHNOLOGY LANDSCAPE IS EMERGING
BEHIND THE CUSTOMER INTERFACE
In the future, shared mobility wil l be a component of multi -modal mo-
bil ity as a service (MaaS) concepts. The first thing that will be decided
is the competition for the customer interface, where access must be
modern, simple, convenient and secure. The overall concept must in-
tegrate solutions for the customer experience (mobile apps, etc.),
data storage and analysis (cloud, SaaS), fleet management (mobili ty
platforms), security (identity management, data protection, IT secu-
ri ty), and connectivity (LTE, 5G, WLAN).
Above all, however, i t wil l also be necessary to adapt the business
models of OEMs and other market participants to changing mobili ty
requirements. Customer data must be consolidated, saved and evalu-
ated; revenue streams and invoicing processes redesigned; and IT
landscapes (on the back- and front end) made more agile and flexi-
ble – to name just a few tasks.
The Future of Mobi l i ty – Copyright CXP Group, 2018 25
PAC COMMENT: SHARING CONCEPTS
REQUIRE INTEGRATED MOBILITY SERVICES
BMW and Daimler’s decision to merge their sharing services is a sign
that running a profi table business in this area is next to impossible on
one’s own. In the shared mobili ty business, service quali ty, data anal-
yses and a modern customer interface and approach – al l of which
are areas of expertise that the OEMs had not anchored in their core
business unti l now – are essential to success. Up to this point, automo-
bile manufacturers have primari ly positioned themselves as hardware
vendors. In the future, they wil l also have to define and prove them-
selves as software companies, data analyzers and, above all , service
companies. Mobili ty must become a promise of greater comfort, en-
tertainment and reliabili ty.
This also requires new ecosystems in order to design and integrate new
mobil ity services. For this purpose, OEMs must involve suppliers, but at
the same time position themselves as THE preferred and trusted partner
for mobil ity customers – with a modern customer interface; a con-
sistent, tai lored form of customer outreach; and of course, a single,
transparent invoicing model.
In PAC’s opinion, T-Systems and Telekom would be ideal implementa-
tion partners in this segment, as they already have the necessary ex-
pertise. Some examples in this regard include their agile development
methods, which are required for implementing a customer interface;
and their invoicing and platform management solutions, which are es-
sential for establishing and operating a partner ecosystem. Last but not
least, knowledge of the automobile sector is required in order to realize
the integration into companies’ core processes. In this re gard, PAC be-
l ieves T-Systems to be one of the most renowned providers on the Ger-
man market.
The Future of Mobi l i ty – Copyright CXP Group, 2018 26
SMART CITIES AND SMART
LOGISTICS: MORE EFFI-
CIENCY AND SUSTAINABILITY
I f we view the topic of smart cities through the lens of mobil ity, digital
innovations primari ly aim to reduce private transport and make it more
environmentally compatible. This includes commuter traffic, trips to the
inner city, and delivery traffic. In the past, traffic planners concen-
trated their efforts on helping vehicles enter and exit cities more
smoothly. They also expanded public local transport to be able to
move more people at once. Future efforts will increasingly rely on sup-
plementary intelligent mobili ty services that integrate vehicles, e -mo-
bil ity and shared mobili ty.
“More efficient logistics is key to climate
protection. With digital technologies,
up to 30 percent of emissions can be eliminated
by optimizing people’s individual driving
habits, route selection and the intermodal mix
of trips, for example, and consistently making
use of electric means for the last mile.”
Ralf Willenbrock, Product Manager for Logistics at
T-Systems and Member of the Supervisory Board of
ERTICO – I.T.S. Europe.
The Future of Mobi l i ty – Copyright CXP Group, 2018 27
INTELLIGENT INFRASTRUCTURES ARE EMERGING
SLOWLY
Intell igent infrastructures are required for better control of traffic flows
and autonomous vehicles. For example, people searching for a park-
ing space account for an estimated 20 to 30 percent of the total traffic
in inner cities. Intelligent parking solutions could sign ificantly reduce
such traffic and the emissions i t produces.
However, municipalities are reluctant to invest in edge solutions such
as intelligent sensors and roadside communication boxes to promote
autonomous driving. Their modernization efforts concentrate on digit-
izing existing systems such as traffic lights or lighting masts. In combi-
nation with connected and self -driving cars, this makes i t possible to
optimize driving methods (for instance by adjusting a green phase)
and thereby reduce energy consumption.
HAMBURG PORT: A PERFECT EXAMPLE OF SMART
CITY AND SMART LOGISTICS
“The port of Hamburg is a good example of how different initiatives
can dovetail. Since the operator company Hamburg Port Authority
(HPA) has no space to expand, i t needs to come up with a more intel-
l igent way to handle containers between sea and land transport to
manage future growth. Here, one area the HPA is focusing on is truck
transport. The goal is to reduce the length of time that a truck spends
on the port’s premises,” says Ra l f Wil lenbrock, product manager for
logistics at T-Systems. One measure that has been implemented is the
provision of alternative parking spaces outside the city; from there,
trucks can be guided to the port in time for loading and unloading.
The truck drivers either receive their assigned time slots via their
smartphones or the HPA temporari ly provides the required digital de-
vices. The HPA is now also testing the potential of 5G for networking
sensors and traffic l ights.
EU FUNDING PROJECTS FOR MORE EFFICIENT
LOGISTICS
The HPA is also involved in the EU-funded AEOLIX project (Architecture
for EurOpean Logistics Information eXchange). AEOLIX aims to create
a cloud-based logistics ecosystem, ensure transparency along the en-
ti re supply chain, and thus enable more sustainable and efficient
goods transport throughout Europe. T -Systems is also a partner of the
AEOLIX project.
The Future of Mobi l i ty – Copyright CXP Group, 2018 28
PAC COMMENT:
T-SYSTEMS IS A TOP PROVIDER IN THE AREA
OF SMART TRANSPORT
Over the next few years, the vision of smart cities and intelligent logis-
tics will become reali ty with the aid of digital technology, provided the
partners involved do not lose sight of their shared goal. One thing this
will require, however, is investments in the digital equipment of the in-
frastructures in question. Another important factor is knowledge of
which technologies and processes are actually useful and necessary
on the road to smart cities and efficient logistics.
The services and experience T-Systems and Telekom have in this seg-
ment are manifold. As a telecommunications group, they are well ac-
quainted with expanding, modernizing and operating infrastructures.
One example of this is the smart parking solution Park and Joy, which
maps every step of the parking process in one app and delivers precise
predictions of where on-street spaces will l ikely be available thanks to
installed sensors.
This happens to be an area that also involves the edge computing in-
frastructure T-Systems is working on with the DAI Laboratory in Berl in,
among other partners. The company is now considering enhancing this
infrastructure to provide a kind of service hub where local partners and
other stakeholders wil l have the opportunity to market their offers and
services (trips to restaurants, low fuel prices, etc.).
T-Systems is also involved in numerous research projects relating to
smart logistics – SYNCHROLOG for dynamic slot booking, for example,
which is an area in which the company can also gain valuable experi-
ence. In PAC’s estimation, this wil l also enable T -Systems to draw on
findings from previous implementation and integration projects in the
area of transport.
T-Systems’ and Telekom’s above -average market strength and exper-
tise in the smart transport segment have been proven many times. In
the PAC RADAR C&SI for IoT Solutions in Europe 2018 – Smart Transport,
we assessed the group and awarded them the “Best in Class” ranking,
not least based on the high quantity and quality of their customer pro-
jects.
The Future of Mobi l i ty – Copyright CXP Group, 2018 29
SUMMARY: THE MOBILITY OF
THE FUTURE WILL BE SMART,
COMPLEX AND INTEGRATED
Our discussions with experts have shown that companies, municipali-
ties and organizations are working on a host of special application
cases that are increasingly merging and exhibiting a number of com-
mon features.
1. MOBILITY SERVICES ARE CONVERGING
The central focus for the foreseeable future will be on networked and
increasingly self-driving vehicles. Cars will communicate with the intel-
l igent infrastructure and be integrated into new, intermodal mobil ity
services. E-mobili ty will help make deliveries and passenger traffic eco-
logical and efficient.
2. NOTHING IS POSSIBLE WITHOUT ENABLING
TECHNOLOGIES
The most important basic technologies for these developments are:
• Reliable and fast mobile communications networks for both
close-range (narrow band, WLAN, LPWAN) and wide-area
(LTE, 5G, GPS systems) applications
• Cloud solutions for central data storage and -processing,
for instance with analytical and AI tools
• IT security, data protection and identity management are
absolutely essential . After all, people are being transported
and their personal (or person-related) data is being pro-
cessed.
3. PLATFORMS PROVIDE THE BASIS FOR MANAGING DATA
AND PARTNERS
Data platforms ensure unobstructed access to information on factors
l ike traffic flows and weather or road conditions. Management plat-
forms transform data analyses into suitable actions (by guiding e -cars
along the charging station infrastructure, for example).
4. A POSITIVE CUSTOMER EXPERIENCE IS THE KEY TO
SUCCESS
Digital , mobile customer interfaces create a positive mobil ity experi-
ence. Last but not least, the overall picture – i .e. the ful l process chain,
including all the integrated technologies – must meet the highest se-
curity demands. After all, mobili ty as a service is all about transporting
people.
The Future of Mobi l i ty – Copyright CXP Group, 2018 30
T-SYSTEMS AND DEUTSCHE TELEKOM PROVIDE
TECHNOLOGY AND PROCESS EXPERTISE
In PAC’s opinion, when developing and implementing complex pro-
jects of this kind, companies should choose a partner that already has
expertise throughout the enti re technological stack, experience in op-
erating and managing platforms and ecosystems, and knowledge of
the special characteristics of the automobile industry, including its
complex supplier and partner relationships. PAC believes that T -Sys-
tems and Telekom clearly satisfy these requirements. In the area of en-
abling technologies, T-Systems and Deutsche Telekom have a product
range that no other provider in Germany can match. Evidence of their
experience in the automotive field can be seen in numerous projects
with strategic partners such as BMW and Daimler.
The Future of Mobi l i ty – Copyright CXP Group, 2018 31
LIST OF FIGURES
Fig. 1: Connected vehicles – market trend in software and IT services ...............................................5
Fig. 2 Deutsche Telekom/T-Systems’ ranking in the PAC RADAR C&SI for IoT Solutions in
Europe 2018 – sub-section “Connected Vehicle” .................................................................... 11
Fig. 3 The six levels of autonomous driving ........................................................................................ 15
Fig. 4 Deutsche Telekom/T-Systems’ ranking in the PAC RADAR C&SI for IoT Solutions in
Europe 2018 – sub-section “Smart Transport” ........................................................................... 18
Fig. 5 Number of electric vehicles registered in Germany (excluding hybrid vehicles) .................... 19
Fig. 6 Current use of car sharing in Germany .................................................................................... 23
The Future of Mobi l i ty – Copyright CXP Group, 2018 32
APPENDIX
DISCLAIMER, RIGHTS OF USE, INDEPEND-
ENCE AND DATA PROTECTION
This study was created on behalf of T -Systems.
You can obtain more information at www.pac-online.com.
Disclaimer
While the contents of this study were compiled with the greates t pos-
sible care, we cannot guarantee their correctness. The appraisals and
evaluations herein reflect our state of knowledge as of September 2018
and can change at any time. This applies in particular, but not exclu-
sively, to statements regarding the future. The names and designations
appearing in this study may be registered trademarks.
Rights of use
This study is protected by copyright. Any reproduction or transfer to
thi rd parties, even as excerpts, requires explicit prior consent. The pub-
l ication or distribution of tables, graphics, etc. in other publications
must also be approved in advance.
Independence and data protection
This study was created exclusively by Pierre Audoin Consultants (PAC).
The commissioning party had no influence on the data analys is or cre-
ation of the study.
The participants surveyed in the study were assured that their details
will remain confidential . No statements can be traced to individual
companies and no individual survey data was transferred to the com-
missioning party or other third parties. All participants were chosen at
random. There is no relation between the creation of the study and
any customer relationships that may exist between those surveyed and
the party that commissioned this study.
The Future of Mobi l i ty – Copyright CXP Group, 2018 33
ABOUT T-SYSTEMS
With si tes in more than 20 countries, 37,900 employees, and external
revenue of 6.9 bill ion euros (2017), T -Systems is one of the world's lead-
ing Europe-based, vendor-independent providers of digital services.
T-Systems is a partner i ts customers can rely on as they progress towards
digital transformation. The company provides integrated solutions for
business customers. A subsidiary of Deutsche Telekom, T -Systems pro-
vides everything from a single source: the secure operation of legacy
systems and conventional ICT services, support in transitioning to
cloud-based services (including international networks, tai lored infra-
structure, platforms and software), and new business models and inno-
vation projects in the Internet of Things.
T-Systems can provide all this thanks to i ts global reach in fixed-network
and mobile communications, i ts highly secure data centers, a compre-
hensive cloud ecosystem built around standardized platforms and
global partnerships, and its abil ity to offer the best possi ble security.
For more information, please visi t
www.telekom.com
https://www.telekom.com/en/company/topic-specials
https://www.telekom.com/en/company/topic-specials/connected-
mobil ity
https://www.telekom.com/en/company/topic-specials/transport-and-
logistics
Contact:
Deutsche Telekom AG
Corporate Communications
Tel .: +49 (0)228 181 – 49494
E-mail: [email protected]
Jörg Tischler
T-Systems International GmbH
Connected Mobili ty
Tel .: +49 (0)151 55286090
E-mail:
The Future of Mobi l i ty – Copyright CXP Group, 2018 34
ABOUT PAC
Founded in 1976, Pierre Audoin Consultants (PAC) has been part of CXP
Group – the leading independent European market research and con-
sulting firm for the software, IT services and digital transformation in-
dustry – since June 2014.
We provide our customers with extensive support services in evaluat-
ing, selecting and optimizing their software solutions; evaluating and
selecting IT service providers; and optimizing their sourcing and invest-
ment strategies. CXP Group also accompanies ICT decision -makers on
their path to digital transformation.
Finally, CXP Group assists software and IT service providers with quan-
ti tative and qualitative analyses and provides strategic and opera-
tional advice on optimizing their go-to-market approach. Public insti -
tutions also place their trust in our studies when developing their IT
guidelines.
With 40 years of market experience, 17 branches in eight countries
worldwide, and 140 employees, CXP Group supports more than 1,500
ICT decision-makers per year, the operational divisions of both major
and medium-sized companies and their respective providers. CXP
Group is made up of three companies: Le CXP, BARC (Business Appli-
cation Research Center) and Pierre Audoin Consultants (PAC).
DCX & IoT at PAC
Our “Digital _Customer Experience & Internet of Things” practice fo-
cuses on market data, research and consulting relating to digital cus-
tomer experiences, the Internet of Things and digital workspaces. You
can find more information at https://www.pac-online.com/digital-en-
terprise-and-iot.
The PAC Innovation Register contains hundreds of application exam-
ples from real-world IoT scenarios which have been selected, de-
scribed, categorized and evaluated by PAC analysts. I t is free to use
here: https://www.pac-online.com/innovation-register-landing.
For more information please visi t www.pac-online.com.
PAC news: www.pac-online.com/blog
Follow us on Twitter: @CXPgroup_DE
PAC GmbH
Holzstr. 26
80469 Munich, Germany
+49 (0)89 23 23 68 0
www.pac-online.com
The Future of Mobi l i ty – Copyright CXP Group, 2018 35
© Copyright CXP Group, 2018