Semiconductors - the Next Wave - Opportunities and winning strategies for semiconductor companies April 2019 - Deloitte

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Semiconductors - the Next Wave - Opportunities and winning strategies for semiconductor companies April 2019 - Deloitte
Semiconductors – the Next Wave
Opportunities and winning strategies for
semiconductor companies
April 2019
Semiconductors - the Next Wave - Opportunities and winning strategies for semiconductor companies April 2019 - Deloitte
Semiconductors – the Next Wave

Foreword

The ever-evolving semiconductor scene       5

Future of automotive semiconductors        12

Race is on for AI chips                    30

Muted tone for M&A                         38

Accessing the Chinese market               46

Digitalization is key to competitiveness   52

2
Semiconductors – the Next Wave

Foreword
Semiconductors are essential technology enablers that power
many of the cutting-edge digital devices we use today. The global
semiconductor industry is set to continue its robust growth
well into the next decade due to emerging technologies such as
autonomous driving, artificial intelligence (AI), 5G and Internet
of Things, coupled with consistent spending on R&D and
competition among key players.

East Asia (Mainland China, Japan, South Korea and Taiwan) is
where some of the world's most important semiconductor
players are located. The region has become a hotspot for the
semiconductor industry due to its burgeoning economy, the
rise of mobile communications and growth in cloud computing.
China, in particular, commands almost half of overall market
value, split roughly 50-50 between domestic demand and
Taiwan-based, world-leading ODMs (e.g. Foxconn and Quanta) or
foundries (e.g. Taiwan Semiconductor Manufacturing Company
[TSMC]) serving global clients. China also aspires to a self-
sufficient semiconductor industry and ascension to become a
global powerhouse at the same time. Japan, on the other hand,
is an important supplier of semiconductor materials, high-end
equipment and special semiconductors. Meanwhile, South Korea
has a commanding lead in the global HBM (high bandwidth
memory) DRAM (dynamic random-access memory) market.

M&A activity in the semiconductor industry has already peaked
and specialized verticals are becoming the primary focus.
Japan and Korea are seeking to revive their industries through
acquisitions, while the continuing trade war and disputes over
intellectual property will hamper China's ambition to go on a
global spending spree.

                                                                       3
Semiconductors – the Next Wave

The semiconductor sector's growth trajectory will flatten
somewhat as demand for consumer electronics saturates.
However, many emerging segments will provide semiconductor
companies with abundant opportunities, particularly
semiconductor use in the automotive sector and AI.

In the automotive sector, the adoption of safety-related
electronics systems has grown explosively. Semiconductor
components that make up these electronic systems will cost
USD600 per car by 2022. Automotive semiconductor vendors
will benefit from a surge in demand for various semiconductor
devices in cars, including microcontrollers (MCUs), sensors
and memory. Automation, electrification, digital connectivity
and security will result in the addition of more semiconductor
content to automotive electronics and subsystems in the next
decade.

The AI semiconductor scene has seen a race not just at the
application level, but also at the semiconductor chip level, where
different architectures are vying for a piece of the pie. The cloud
is the biggest market for AI chips, as their adoption in data
centers continues to increase as a means of enhancing efficiency
and reducing operational cost.

Finally, China has become a source of income for top global
semiconductor companies, many of which generate over half
of their revenue from China. Multinationals trying to access the
Chinese market should consider a multitude of factors such as
policies, technologies, marketing, logistics and global strategies.
It is imperative for a multinational to realize the position it is in
before entering China to come up with the best entry strategy.

4
Semiconductors – the Next Wave | The ever-evolving semiconductor scene

1

    The ever-evolving
    semiconductor scene
    Robust growth expected                        and the inclusion of emerging
    In the past few years, growth of the          technology such as AI in products
    global semiconductor industry has             and 5G networks, as well as rapid
    been driven largely by demand from            growth in automotive and industrial
    electronics such as smartphones               electronics, will be some of the
    and the proliferation of applications         market's key driving forces. The
    including the Internet of Things              bulk of semiconductor revenue will
    and cloud computing. The global               come from processing electronics
    semiconductor sector's total revenue          (e.g. storage and cloud computing)
    is set to increase from USD481 billion        and communication electronics (e.g.
    in 2018 to USD515 billion in 2019             wireless).
    and continue its robust growth well
    into the coming decade. Continued
    enhancements of existing products

                                                                                               5
Semiconductors – the Next Wave | The ever-evolving semiconductor scene

Figure: Global semiconductor sales revenue (2016-2022, billion USD)

                                                                                                         542.64 billion (2022)
600                                                                                 0.25
                                                                           542.64
                                              515.51    509.07    514.19
500                                  481.09                                         0.2

                      420.39                                                                                              Communication
                                                                                                                         Electronics: 30.2%
400                                                                                 0.15
         345.85                                                                               Data
                                                                                              Processing
                                                                                              Electronics:
300                                                                                 0.1       34.2%

                                                                                                                       Consumer Electronics:
200                                                                                 0.05                                     9.3%

                                                                                                                       Automotive Electronics:
100                                                                                  0                                         12%

                                                                                                                       Industrial Electronics:
    0                                                                               -0.05   Military/Civil Aerospace           13.2%
                                                                                                Electronics: 1.1%
          2016         2017          2018     2019      2020       2021     2022

Source: Gartner, Deloitte analysis

Automotive and industrial the                        semiconductor industry, with revenue
run-away segments                                    from consumer electronics, data
Automotive electronics and industrial                processing and communication
electronics are expected to be                       electronics set to grow steadily.
the fastest growing markets in the

6
Semiconductors – the Next Wave | The ever-evolving semiconductor scene

Figure: Semiconductor revenue growth by electronic equipment type (2017- 2022)

                                                   Head Mounted Display:34.9%

                                                     Smart Watches:23.9%

                                                       ADAS:23.6%                                        Automotive Electronics
                                                                                                         Industrial Electronics
                                                          Other Wearables:22.9%
                                                                                                         Consumer Electronics
                                                               EV/HEV:21%                                   Data Processing
                                                                                                      Communication Electronics
                                                                Security:18.5 %                   Military/Civil Aerospace Electronics
                2017-2022                                         Other Industrial: 17.5%
                GAGR                                                 Body:13.3%
                                                                       Other Consumer:13.0%
                                                                          Solid-State Lighting: 12.4%
                                                                            Storage:11.8%
                                                                              Instrument Cluster:11.2%
                                                                                Automation:11.2%
                                                                                 Energy Management:8.5%

                                                                                  Infotainment:8.2%
                                                                                   Transportation:7.7%
                                                                                   Fitness wearables:7.7%
                          5%
  0%                                    10%              15%                 20% Mean:7.2%

                                                                                    Other Audio:6.1%

                                                                                   Chassis: 6.1%

                                                                                   Aftermarket:6.1%
                                                                                 Wired Communication:5.1%

                                                                               Commercial Amusement:4.3%
                                                                             Medical/healthcare:3.8%
                                                                            Test/measurement:3.6%
                                                                        Powertrain:3.4%
                                                                       Appliances:3.0%
                                                                      Military/Civil Aerospace Electronics:3.0%
                                                                    Other Video:2.9%
                                                                 Wireless Communication:2.6%
                                                                   Safety:2.6%
                                                                Compute:1.9%
                                                            TV:0%
                                                       Digital Set-Top Box:-2.9%
                                                 video game consoles/handhelds:-4.0%
                                             Digital Camcorder:-5.5%
                                        Digital Still Camera:-7.1%
                                  (Blue Laser)DVD Player/Recorder:-12.0%
                           Portable Media Players:-15.9%

Source: Gartner, Deloitte analysis

                                                                                                                                         7
Semiconductors – the Next Wave | The ever-evolving semiconductor scene

Consumption of automotive electronic              Head mounted displays will be the                 Communication electronics include
components for safety, infotainment,              main driver of semiconductor growth               wired and wireless electronics. In
navigation and fuel efficiency will               in consumer electronics. In addition,             wireless electronics, traditional phone
increase for years to come due to                 wearables and smart watches will be               and cellular modems will experience
ever-more electronic components                   new point of growth. However, other               large declines, while smart phone
being applied in advanced safety                  consumer electronics markets, such                demand will increase only slightly.
features added to vehicles. Among                 as DVD and portable media players,                Revenue growth from the wireless
applications driving semiconductor                will see sharp declines. Hence, the               market could be quite slow. In wired
growth, advanced driver-assistance                overall revenue increase of consumer              communication electronics, enterprise
systems (ADAS) will have the largest              electronics will be somewhat limited.             WANs (wide area networks) deployed
increase. They will drive demand for                                                                as appliances should be the fastest-
ICs (Integrated Circuits), MCUs and               Data processing electronics include               growing segment.
sensors.                                          computing and storage. Storage,
                                                  especially SSDs (solid-state drives),             APAC appetite remains strong
Industrial electronics encompass                  will account for the largest increase.            The Asia Pacific region will remain
security, automation, solid-state                 As the price declines seen in 2018                the world's biggest market for
lighting, transportation and                      continue, the trend towards greater               semiconductor consumption. An
energy management. Security                       SSD adoption and increased average                increasing proportion of Chinese
is the most substantial driver of                 capacity will retain strong momentum;             products, which is stimulating the
industrial electronics. New memory                particularly in enterprise SSDs as                growth of the whole Asia Pacific
technologies enhance the energy                   data center demand will remain a key              market, will be the major contributing
savings, security and functionality of            driver.                                           factor. In addition, more M&A will
IoT devices.                                                                                        benefit semiconductor sector growth
                                                                                                    going forward.

Figure: Semiconductor sales by region (2018)                             Figure: Semiconductor sales growth (2018)

                                                                                     North America                                  19.60%
                          14%

                                  10%              Americas
                                                                         Asia Pacific (exclude Japan)                           14.50%
                                                   EMEA
                                                   Japan
                                    6%
                                                   Asia Pacific
                                                   (exclude Japan)                             EMEA                             13.90%

        70%
                                                                                               Japan                   9.30%

Source: Gartner

8
Semiconductors – the Next Wave | The ever-evolving semiconductor scene

In terms of growth, the US had the     Figure: Semiconductor sales in East Asia
fastest growth rate in 2018 due to
the rise of DRAM and high demand
for MCUs, especially in the storage
market. The Asia Pacific region
                                        China Mainland                                        Korea           Taiwan       Japan
has benefited from a boom in the
memory market as the rising price of
                                       Source: Gartner
memory generated great revenue.
The integrated circuit (IC) industry
in Mainland China grew 24.8%,
making a major contribution to         China playing catchup                        of the IT industry. By increasing
Asia-Pacific. Korean semiconductor     In East Asia, Japan has held a leading       added value, Taiwan should solve the
industry growth depends mainly         position in the semiconductor                downside in the IC design industry
on IC suppliers, particularly in the   R&D and materials industry, with             caused by a lack of capital and
memory chip market. On the other       semiconductor giants including               talent investment. China is taking up
hand, the semiconductor industry       Toshiba, Sony and Renesas. South             Taiwan's semiconductor market share.
in Taiwan is based on the foundry      Korea and Taiwan are strong in               Moreover, the expanding Chinese
model. However, price fluctuations     memory and foundry, respectively.            Mainland market will be a business
have harmed many foundries. This       South Korea leads in DRAM and NAND           channel for the IC design industry and
has prompted vendors in Taiwan         and has many top semiconductor               its companies will continue to invest in
to transfer some foundries into        companies such as Samsung and SK             the semiconductor industry in Taiwan.
Mainland China and re-prioritize to    Hynix, mainly thanks to government           Firstly, Mainland China can provide
focus on IC design in order to buck    support. In terms of NAND, it is             market support. The semiconductor
the price decline. As for Japan, as    increasingly difficult for new players       industry in Taiwan needs to be close
semiconductor companies have split     to participate in the competition            to the consumer market to support
and reorganized, they have exited      due to the required accumulation of          product innovation and economic
the DRAM business, which has low       the technical know-how. However,             of scale. Secondly, talent can be
technical value, and shifted focus     South Korea also has challenges.             provided to allow Taiwan to focus on
to exploit high value-added system     The price of DRAM is falling and             higher value-added product R&D.
chips.                                 exports are declining. Hence, South
                                       Korean semiconductor vendors are             The Chinese semiconductor industry
                                       devoting themselves to equipment             is on an upward trajectory, with
                                       and materials research as they seek to       double-digit growth. Even though
                                       expand into other sectors to tilt away       the competitiveness of Chinese
                                       from a heavy emphasis on memory.             semiconductor vendors has improved
                                                                                    greatly in recent years, the industry
                                       Taiwan has become the world's                still relies heavily on key components
                                       leading location for semiconductor           from the West, resulting in a self-
                                       foundry manufacturing. Taiwan's              sufficiency rate of less than 20%. The
                                       semiconductor foundry industry               Chinese government has paid close
                                       is dominated by two contract                 attention to this issue, promulgating
                                       manufacturers, TSMC and United               numerous favorable policies to
                                       Microelectronics Company (UMC).              strengthen the semiconductor
                                       Semiconductor foundry is a mainstay          industry.

                                                                                                                                 9
Semiconductors – the Next Wave | The ever-evolving semiconductor scene

Figure: Major players in the Chinese semiconductor industry

National Team                                                                               Local Team
Headed by the likes of Big Fund and                                                         Under the guidance of Large Fund,
Tsinghua Unigroup, has invested                                                             many local governments have also
hundreds of billions of dollars into the                                                    set up local versions of IC investment
semiconductor ecosystem.                                                                    fund.
                                                                 China
                                                             Semiconductor
                                                                Players
Returnees Team                                                                              MNC
Many returnees have participated in                                                         Intel, TSMC and other MNCs have
the development of semiconductor                                                            been in China for a long time. Many
industry in China, often backed by PE/                                                      joint venture has been setup across
VC.                                                                                         China.

Broadly speaking, there are four                  participated in the development of        Looming uncertainties from the
categories of players in the Chinese              the semiconductor industry in China,      Sino-US trade war
semiconductor industry—the                        including UNISOC and Veri Silicon,        2019 is destined to be a bumpy one
"National Team", "Local Team", PEVC               Giga Device and Montage etc. These        for the tech sectors of China and
funds and MNCs—each of them                       enterprises are normally founded          the US. Tit-for-tat tariffs will likely
vying to make China a world-leading               by returnees, focus on IC design and      continue and could even escalate,
semiconductor powerhouse. The                     in most cases are backed by PEVC.         if no agreement from both side
National Team is spearheaded by                   Among MNCs, Intel, TSMC and many          can be reached in areas such as
Large Fund and Tsinghua Unigroup,                 other foreign-invested companies          intellectual property, technology
which have invested hundreds of                   have been in China for a long time.       transfer and cyber-attacks. The
billions of dollars in the value chain.           In recent years, a growing amount of      hardest hit sector in the trade war
The "Local team", on the other hand,              foreign capital has paid attention to     will be semiconductors, where the US
acts under the guidance of Large                  China opportunities. Global Foundries     imports USD2.5 billion worth of goods
Fund, with many local governments                 has a factory in Chengdu. ARM and         a year.
having set up investment funds such               Qualcomm have established joint
as the Beijing IC Industry Fund and               ventures in China. In particular, after
Shanghai SummitView Capital Fund.                 Taiwan loosened restrictions on
These local semiconductor funds                   high-tech investment in the mainland,
are estimated to have exceeded                    TSMC set up factories in Nanjing and
RMB200 billion. In the PEVC system,               Unicom entered Fujian via Jinhua.
many overseas returnees have

10
Semiconductors – the Next Wave | The ever-evolving semiconductor scene

Figure: China imports: IC chips vs Crude Oil                                Figure: US deficits with China

                                                                           Computers & electronics                                         $167.3
300

                                                                                Electrical equipment             $39.9
250
                                                                                 Misc.manufacturing              $38.6
200
                                                                                              Apparel           $29.3

150                                                                                        Machinery            $25.7

                                                                                            Furniture           $23.4
100
                                                                                   Fabricated metal            $20.3
 50
                                                                                              Leather          $19.8

   0                                                                               Plastics & rubber          $15.6
       2007 2008 2009 2010 2011 2012 2013 2014 2015 2016 2017

                                                                                              Textiles        $11.6
                            Crude oil imports (billion dollars)
                            Chip imports (billion dollars)                                               05       01       00       1502       00

Source: Deloitte analysis

Currently, China imports over USD200                  In the grand scheme of things, however,
billion worth of IC chips from the US, far            the short-term impact of the Sino-US
exceeding its imports of crude oil. Any               trade war on China's high-tech industry
hiccups in the semiconductor value chain              may not be as big as it appears, since
will have a severe impact on other parts of           the majority of IC chips made in China
the industry. As the trade war continues              are absorbed domestically. The back-
to intensify, a handful of domestic                   and-forth trade war will in some ways
semiconductor giants and MNCs have                    force Chinese enterprises to innovate
begun to re-evaluate their positions in               independently and accelerate the process
the supply chain. Apple, for example, has             of domestic substitutions to ease future
long used China as its production base for            risks.
everything from its signature iPhones to
iPads accessories. The company's supply
chain now spans hundreds of companies.
However, these suppliers may consider
shift some iPhone production away
from China should tariffs on US imports
continue to rise.

                                                                                                                                                11
2

         The future of
         automotive
         semiconductors
         Surge in automotive electronic            regulation and customer demand, the
         systems                                   adoption of safety-related electronics
         The automotive industry has come a        systems has exploded. Most of the
         long way in terms of providing factory-   automotive innovations taking place
         installed electronics meant for safety    today arise from electronics rather
         and comfort. Back in 2004, only a         than mechanics. The cost contribution
         quarter of cars had airbags and less      of automotive electronics increased
         than 50% had factory-installed power      from around 20% in 2007 to about
         seats. However, due to government         40% in 2017.

12
Semiconductors – the Next Wave | Future of automotive semiconductors

Figure: Factory-installed electronics

                                                                   Interior          Voice/Data
                                                                  Lightering       Communications
                                             Accident                                               Entertainment
                                             Recorder       Auto-          Active                      System
                            Driver                         Dimming       Cabin Noise    Cabin    DSRC
                                                                                                               Battery
                          Alertness                         Mirror       Suppression Environment             Management
                          Monitoring                                                   Controls
                                        Instrument          Event                                              Repair
               Night                      Cluster            Data
               Vision                                      Recorder                                                          Lane Correction
                                  Head-Up
                                   Display                                                                                         Electronic Toll
                                                                                                                                     Collection

                       Windshield                                                                                                  Digital Turn
         Parental     Wiper Control                                                                                                  Signals
         Controls
                                                                                                                                    Navigation
                        Engine                                                                                                       System
       Airbag
                        Control
     Deployment                                                                                                                           Differential

        Adaptive Front                                                                                                                   EV/HEV
           Lighting                                                                                                               Security System
       Adaptive Cruise                                                                                                               Active Exhaust
          Control                                                                                                                   Noise Suppression
          Automatic                                                                                                               Active Suspension
           Braking
                                                                                                                                        Hill-Hold
     Electric Power                                                                                                     Regenerative    Control
        Steering                                                                                                          Braking
           Electronic Throttle
                 Control                                                                                                       Antilock
                                                                                                                  The Pressure Braking
       Electronic Valve                                                                                            Monitoring
            Timing         Idle Stop/
                              Start                      OBDII                                       Electronic
                                          Drive                   Blindspot                           stability
                                          Shaft                                                                         Parking
                                                                  Direction            Seat           control           system
                        Cylinder                                                      Position
                      De-activation                     Remote           Lane
                                          Active                                      control
                                                        Keyless        Departure                     Active Yaw
                                        Vibration
                                                         Entry          Warning                       Control
                                         Control
                                                                               Transmission
                                                                                  Control

  ADAS: uses sensors installed on the                   EV/HEV: hybrid vehicle that combines a                    Body: represents for vehicle components
  vehicle to sense the surrounding                      conventional internal combustion engine                   itself, including power door, power
  environment at any time of driving                    (ICE) system with an electric propulsion                  window, climate control and mirror wiper
  process, which can collect data, detect               system.                                                   control.
  and track potential dangers.
                                                        Instrument Cluster: a control panel                       Chassis : the framework of an artificial
  Powertrain: refers to series of parts and             usually located directly ahead of a                       object, which supports the object in its
  components that generate power on the                 vehicle's driver, displaying instrumentation              construction and use.
  vehicle and transmit it to the road surface.          and controls for the vehicle's operation.
                                                                                                                  Infotainment: provides a combination of
  Safety: includes active and passive safety            Aftermarket: concerned with the                           information and entertainment based on
  systems that reduce the risk of accidents,            manufacturing, remanufacturing,                           vehicle integrated information processing
  as well as their consequences.                        distribution, retailing, and installation                 system.
                                                        of all vehicle parts after the sale of the
                                                        automobile by the original equipment
                                                        manufacturer (OEM) to the consumer.

                                                                                                                                                             13
Semiconductors – the Next Wave | Future of automotive semiconductors

The automotive industry has come a long way in terms of providing factory-installed electronics meant for
safety and comforts.

100%                                                100%                                         100%
 80%                                                 80%                                          80%
 60%                                                 60%                                          60%
 40%                                                 40%                                          40%
 20%                                                 20%                                          20%
     0%                                               0%                                           0%
                       ABS                                        Stability Control                            Side Airbags
                   2004      2017                                  2004       2017                             2004     2017

100%                                                100%                                         100%
 80%                                                 80%                                          80%
 60%                                                 60%                                          60%
 40%                                                 40%                                          40%
 20%                                                 20%                                          20%
     0%                                               0%                                           0%
               Tire Pressure Sensors                            Rear Object Sensors                         Blind Spot Sensors
                   2004      2017                                  2004       2017                             2004     2017

Electronic systems as % of total car cost

2030F                                                                                                    50%

                                                                                      Advanced driver assist Active-passive safety
 2010                                                                         35%
                                                                                      Powertrain Radar/ vision infotainment

 2000                                              22%     Airbag ABS/ESP

 1990                                15%

 1980                       10%     Electronic fuel injection

 1970             5%

          0%                  10%                  20%                  30%               40%               50%                  60%

Source: Deloitte analysis

14
Semiconductors – the Next Wave | Future of automotive semiconductors

The cost of semiconductor content,              from a surge in demand for various
i.e. the components that make                   semiconductor devices in cars, such
up electronic systems, has grown                as MCUs, sensors, memory and more.
from USD312 per car in 2013 to                  By 2022, the figure is expected to
around USD400 today. Automotive                 reach close to USD600 per car.
semiconductor vendors are benefiting

Figure: Cost contribution of automotive electronics and semiconductor
content per car

700                   Semiconductor price                                           50%
                           (per car)                                  45%
                                                                                    45%
600                                                  40%
                  Automotive electronics cost                            600        40%
                      (% of total car cost)
500                                                                                 35%
                                                       475
                                  27%                                               30%
400
                                                                                    25%
300
              18%                    300                                            20%

200                                                                                 15%

                  150                                                               10%
100
                                                                                    5%
  0                                                                                 0%
              2000                2010              2020              2030

Source: IHS, Deloitte Analysis

Semiconductor vendors play a                    entire ecosystem for years to come.
critical role in the automotive                 Advances in technology such as AI,
industry supply chain. In the                   electric vehicles (EVs), autonomous
classic automotive ecosystem,                   driving, energy storage, and cyber
semiconductor vendors sell to                   security; social awareness of topics
Tier 1 electronic systems vendors,              such as safety and ride-sharing;
which then integrate technology                 environmental concerns like pollution;
into modules and send these to the              and economic considerations
automaker (OEM) for assembly. In                including infrastructure spending and
recent years, the automotive industry           growth in Asian markets are all set to
has been undergoing massive                     reshape the automotive industry.
transformations that will re-invent the

                                                                                                                                      15
Semiconductors – the Next Wave | Future of automotive semiconductors

Figure: Role of semiconductors in the automotive ecosystem

      ~10%
Semiconductors – the Next Wave | Future of automotive semiconductors

Key words: Automation, electrification, connectivity
and security
Four mega trends will result in more semiconductor content
being added to automotive electronics and subsystems in the
next decade.

Figure: Mega automotive semiconductor trends

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                                                                   L ig h t                          y
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                                     Trends                  Players              Technology                   Transfomation

                               Source: Deloitte analysis

                                                                                                                                                           17
Semiconductors – the Next Wave | Future of automotive semiconductors

1. Automation                                       Safety is a key selling point for         will play a critical role in the shift to
Widely considered as the ultimate                   autonomous vehicles. However,             autonomous driving. More sensors
goal for the future of mobility.                    getting to full autonomy (Level           are required to enable autonomous
Automakers and Tier-1 suppliers, as                 5), requires advancements in              capabilities. The number of sensors
well as technology providers (e.g.                  technologies such as ADAS safety          used in vehicles will increase as
semiconductor vendors) and smart                    systems that can reduce the number        autonomy levels rise. At Level 4, the
mobility companies (e.g. ride-sharing               of traffic accidents, including           number of sensors could reach 29.
companies) not traditionally involved               electronic stability control, lane        These features will not be limited to
in the automotive industry, are all                 departure warning, anti-lock brakes,      high-end cars, but will move into mid-
racing to develop and invest in related             adaptive cruise control and traction      range and economy models where
technologies. Semiconductor vendors                 control. All of these require complex     volume movement is going to be
in particular are actively developing               electronic components that include        much higher in the next few years.
a wide-range of microchips, fusion                  high-speed processors, memory,
and system-on-a-chip devices                        controllers, sensors and data links
incorporating AI and machine learning               to ensure the reliability and safety
technologies.                                       of a vehicle. For example, sensors

Figure: Number of sensors for different levels of autonomous driving

     AC C: Active Cruise Control                                                                               Level 5 (2040)
     LDWS: Lane Departure Warning System
                                                                                                               AP Anywhere
     LKA: Lane Keep Assist
     PA: Parking Assist
     AEB: Automatic Emergency Braking
                                                                                     Level 4 (2028)
     DM: Driver Monitoring
     AP: Auto Pilot                                                                  Sensor Fusion
     TJA: Traffic Jam Assist
                                                                                                                      ~32
                                                                                      AP Highway

                                                                                                              Ultrasonic 10
                                                                                                              Radar LRR 2
                                                            Level 3 (2022)
                                                                                            ~29               Radar SRR 6
                                                             AEB        DM                                    Camera for surround 5
                                                                                   Ultrasonic 10              Long distance cam 4
                                                             TJA                   Radar LRR 2                Stereo camera 2
                                   Level 2 (2015)                                  Radar SRR 6                Ubolo 1
     Level 1 (
Semiconductors – the Next Wave | Future of automotive semiconductors

2. Electrification                          3. Digital Connectivity                             especially have an advantage in this
The need for cars to be more                Then there is digital connectivity—                area, due to their core capabilities
fuel-efficient, and the impetus             advanced vehicle connectivity (V2I,                and aggressive capital investment.
of government regulation to                 V2V, in-vehicle)—that connects both                From a consumer's perspective, in-
lower emissions, are driving up             the inside and outside of a car and                car digital connectivity and content
semiconductor demand for both               makes it a part of the Internet of                 will become the norm, particularly
traditional vehicles and EVs/hybrid         Things. Automakers have begun to                   with Asian customers who consider
electric vehicles (HEVs). In today's        provide operating systems (OS) to act              entertainment a basic automotive
traditional internal combustion (ICE)       as platforms for potential app stores,             function with flawless integration
engines, there is still huge potential to   as well as developed tailored apps,                of their personal mobile devices.
lower CO2 emissions. Many sensors           services and media content. Digital                Connectivity is not just entertainment;
and controls are required to run an         technology players are adapting                    vehicle-to-vehicle communication is
engine efficiently and significant          their mobile platforms to cars and                 a critical technology for autonomous
improvements can still be achieved.         developing in-car entertainment                    cars to realize driverless technology
The Chinese government, for example,        platforms. Some media-streaming                    and avoid accidents. It is expected
will introduce the new "6A" emission        services and device manufacturers                  that by 2023 over 90% of vehicles
standard by 2020 to further lower           have formed partnerships with                      produced will be connected.
vehicle emissions.                          automotive OEMs. Digital tech players

At the same time, EV/HEV advances
require progress on the electrification     Figure: Components of the connected car
of power trains. Governments in
many countries are beginning to
ban, or in the process of banning,
ICE-based cars completely. China is
                                                                                                      Vehicle
targeting increased EV production by                                                               communication
automakers (10% of total production                                          Firmware                 busses

from 2019). Many global automakers
have also set goals to have EVs
account for 15%-25% of their sales
                                                           Advanced/
within 10 years, thereby bringing                         autonomous                                                Mobile
                                                             vehicle                                              applications
EVs to the masses. As major OEMs                            systems
pursue their EV goals, growth of the
semiconductor industry will increase
                                                            Wireless
proportionally. Thus, conditions                         communications
are ripe for innovation in electronic
                                                                                                                 Connected
powertrain technologies that will                                                                                 vehicle
be used to reduce total emissions,                                                                                services

thereby accelerating more demand for
semiconductors.
                                                                            Infotainment        Integrated
                                                                              systems         vehicle security

                                            Source: Deloitte analysis

                                                                                                                                         19
Semiconductors – the Next Wave | Future of automotive semiconductors

4. Security                                      vendors today are more focused than           secured with no introduced back
As vehicles become more connected,               ever on the safety and reliability of         doors or Trojans, assess vulnerabilities
hardware and software platforms                  vehicles.                                     in software and firmware, provide
will be increasingly exposed to                                                                over-the-air (OTA) updates and have
hacking risks. A failure in one vehicle          Two levels of protection are being            communications links.
component could have an avalanche                considered to deter any potential
effect. For example, if vehicle                  threats. The first is developing policy       Future states of mobility will
communications were attacked                     and establishing cybersecurity                coexist
maliciously, advanced vehicle systems            standards, so that manufacturers              We envision that these
would not be able to receive vital               can follow a rigorous process for             transformations will create four
situational awareness information and            establishing the safety of connected          co-existing states in future mobility,
integrated vehicle security systems              vehicles. Standards alone may not be          where vehicle ownership diverges
(control braking, acceleration and               sufficient, however, as automakers            between the shared and the personal,
crash avoidance, etc.) would fail to             and technology players will need to           while vehicle control continuously
react. Thus, automotive electronics              build components that are highly              moves towards complete automation.

Figure: Future states of mobility

Vehicle
Control
                                                                           Technology                      Landscape
                                                                           Level 3 & Level 4 of          Tech players and startups play
                                                                       1   autonomy. Advanced            a critical role with automakers.
Autonomous

                                                                           driver assistance system      Autonomous vehicle become
                                                                           (ADAS). Cheaper               economical.
                 1. Private             3. Shared                          technology.
                Autonomous             Autonomous
                                                                           Connected vehicle. Level      Little change to the existing
                                                                       2   0 & Level 1 of                ecosystem. Automakers
                                                                           autonomy, adaptive            continue to push unit sales.
                                                                           speed steering, ABS,          Tech players emerges.
                                                                           speed control.

                                                                           On-demand mobility            High asset utilization, high
                                                                       3
Driver-assist

                                                                           services, entertainment,      efficiency autonomous ride-
                                                                           navigation, apps.             sharing network. Greater
                                                                                                         collaboration between players
                 2. Private              4. Shared                                                       in disruptive environment.
                Automation              Automation
                                                                           Mobility and data-driven      Ride-sharing proliferates.
                                                                       4   services, mobile devices      Multi-vehicle households
                                                                           such as smartphone on         reduces. Tech players to offer
                                                             Vehicle       the rise.                     more personalized services.

                                                             Ownership
                 Private                Shared

Source: Deloitte analysis

20
Semiconductors – the Next Wave | Future of automotive semiconductors

       In Private-Autonomous (state 1),                                             automakers, technology players, fleet        vehicles, such as ADAS and in-
       vehicle ownership remains private,                                           owners and regulatory bodies to              vehicle infotainment (IVI), becoming
       but the automation level has achieved                                        create a complex urban ecosystem.            an important growth market for
       an all-time high due to decreases                                                                                         semiconductor players.
       in the cost of technology, thereby                                           In Shared-Automation (state 4),
       boosting the number of autonomous                                            where vehicle ownership is shared, a         Asia Pacific the most attractive
       vehicles. Collaboration between OEMs                                         rapid increase in adoption of shared         region
       and technology players is the norm in                                        mobility will emerge. Point-to-point         Overall automotive semiconductor
       this state.                                                                  transportation will be created via           revenue is projected to reach USD40
                                                                                    ride sharing and cost per-mile will          billion (an all-time-high) in 2018,
       In Private-Automation (state 2), where                                       decrease. The landscape in this state        before hitting USD60 billion in 2022.
       vehicles are personally owned with                                           will allow technology players to offer       The Asia Pacific region is expected
       limited ADAS. Auto OEMs will continue                                        more enhanced and personalized               to lead the world with 41% growth,
       to focus on unit sales and bring in                                          services.                                    driven by supportive government
       incremental technological advances.                                                                                       policy and consumer demand for
       There will be little change in the                                           Opportunities in automotive                  safety, particularly in China. China
       ecosystem.                                                                   semiconductors are emerging                  is now the largest market for the
                                                                                    Although mobile is, and will remain,         automotive industry, with almost 29
       In Shared-Autonomous (state 3),                                              the largest market for semiconductor         million cars sold in 2017. China is also
       the majority of cars are shared with                                         companies, overall growth has                becoming a major auto-manufacturing
       autonomous capabilities. In this                                             been saturated for many years. The           center, attracting global automakers,
       landscape, there will be a rise in                                           only exception is the automotive             accounting for close to 29% of
       on-demand mobility services such                                             semiconductor segment, where                 worldwide light vehicle production. All
       as entertainment, and we will see                                            demand is strong as more electronic          this makes the region highly attractive
       deepened collaboration between                                               components are being added to                to semiconductor vendors.

       Figure: Automotive semiconductor revenue and unit production by region

                                                   65
Automotive semiconductor revenue(billion of US$)

                                                   55

                                                   45

                                                   35

                                                   25

                                                   15

                                                   5

                                                   -5     2016            2017             2018           2019               2020              2021               2022

                                                        Powertrain   Infotainment   Body     EV/HEV   Chassis     Safety     Aftermarket     ADAS      Instrument Cluster

                                                                                                                                                                            21
Semiconductors – the Next Wave | Future of automotive semiconductors

ADAS to lead growth                             sensors and power semiconductors,
The growth of the automotive                    because in hybridization and electrical
semiconductor market depends                    vehicles, semiconductors are the
on electronic equipment and                     primary driver for the efficiency of the
semiconductor content growth                    electric drive train.
in vehicles. The ADAS application
segment is expected to have
the highest growth rate. ADAS
                                                Asia/Pacific
semiconductor content will rise
along with the level of automation.
In fact, partially automated cars will                 EMEA
have about USD100 in added-in
semiconductor content, with a highly               Americas
automated car potentially having
USD400 added. A fully automated
                                                       Japan
car would have about USD550 of
semiconductor content. In other
                                                           0.00%                10.00%            20.00%           30.00%               40.00%
segments such as powertrains, there
is huge demand for microcontrollers,            Source: Gartner, Deloitte analysis

Figure: Average ADAS semiconductor content at different levels of automaton

               Partial automation                              High automation                                   Full automation

                    Level 2                                         Level 3                                           Level 4

                                                                                           $400                                    10% $550
                                                                          12%
                                                                                                                          20%
                                                         35%                         8%
             60%                      $100                                                                         5%
                                                                                                           25%
                                                 45%
                                                                                                     40%
      40%
     a

             r

                      r

                              on

                                      M

                                                 a

                                                          r

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                                                                         on

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                                                                                                                                  rs

                                                                                                                                            M
            da

                    da

                                                       da

                                                                da

                                                                                                       da

                                                                                                                  da
                                                                                 or
     er

                                                er

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                                    O

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                                                                                                                                        O
                           isi

                                                                       isi

                                                                                                                         isi
                                                                                at
  m

                                               m

                                                                                                    m
          Ra

                   Li

                                                     Ra

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                                                                                                     Ra

                                                                                                                 Li
                                   lB

                                                                                         lB

                                                                                                                                       lB
                                                                                                                                ua
                         rF

                                                                     rF

                                                                                                                       rF
                                                                              tu
Ca

                                             Ca

                                                                                                  Ca
                                 ta

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                                                                                                                              t
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                         o

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                              to

                                                                                     to

                                                                                                                                   to
                      ns

                                                                 ns

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                    Se

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Source: Infineon

From a device perspective, different            will generate large demand for                     example, when vehicles reach Level
types of components will be                     sensors and microcontrollers as                    4 or 5, systems need to be able to
required for increasingly complex               well as processing for each of these               process all sensor data to create a
functionality sets. Some segments               sensors. The industry is also in the               holistic view that allows the car to
will grow faster than others do.                process of developing more powerful                make the right judgement.
For example, autonomous driving                 MCUs/MPUs to handle the data. For

22
Semiconductors – the Next Wave | Future of automotive semiconductors

Figure: Automotive semiconductor application and device growth (2022)

                                                               Segment                   Growth       Size                          Sub segment
                                                                                       (2017-2022)   (2022)

                                                                                                                        Blind spot detection/Collision warning/Park
                                                                     ADAS                23.6%         11b
                                                                                                                            assistance/V2X/Front view camera

                                                                  Aftermarket             6.1%         3b          Vehicle parts/Equipment/Service repair/Collision repair

                                                                                                                  Power door/Power window/Climate control/Mirror wiper
                                                                     Body                13.3%         12b
                                                                                                                                        control
USD 600
                                 by Application (Gartner)

 semiconductor                                                      Chassis               6.1%         7b                   Suspension/Differential/drive shaft
content per car
   by 2022
                                                                    EV/HEV                21%          6b                              Hybrid vehicle

                                                                 Infotainment             8.2%         9b            Connectivity/Telematics/Car navigation/Car audio

                                                              Instrument Cluster         11.2%         4b              Instrument panel, instrument wiring harness

                                                                  Powertrain              3.4%         6b                      Engine Control/Transmission

                                                                     Safety               2.6%         5b         EPS/ABS/Airbags/Traction control/Tire pressure monitor

                                                            General-Purpose Logic IC                               Data Converter, Switch, Multiplexer, Voltage Regulator,
                                                                                         12.5%         2b
                                                                                                                                        Reference

                                                                  Memory IC              10.9%         4b             DRAM, Emerging Memory, Flash Memory, NAND

                                                                Optoelectronics          18.9%         8b                     Image Sensor, LED, Photosensor

                                                                    Discrete              9.9%         9b                         Power transistor, Diodes
                                by Device(Gartner)

                                                              Nonoptical Sensors                                    Environmental Sensors, Fingerprint Sensors, Inertial
                                                                                          7.2%         6b
                                                                                                                              Sensors, Magnetic Sensors,

                                                              Micro-Component IC          7.7%         11b             Digital Signal, Microcontroller, Microprocessor

                                                                                                                   Data Converter, Switch, Multiplexer, Voltage Regulator,
                                                                   Analog IC              7.4%         4b
                                                                                                                                        Reference

                                                                     ASIC                  6%          3b                                   ASIC

                                                                     ASSP                12.3%         19b                                 ASSP

Source: Gartner, Deloitte analysis

                                                                                                                                                                             23
Semiconductors – the Next Wave | Future of automotive semiconductors

Seizing the opportunities                       these opportunities, leaders in the         failure rate might be acceptable in
The automotive segment is not really            semiconductor industry should               the mobile space for suppliers, but
a new market for semiconductor                  consider the following actions and          automakers will want less than one
vendors. In fact, many of them have             approaches to the market:                   defective part per billion (DPPB) for 15
been participating in this market for                                                       to 20 years.
several years. However, it was not              1. Understanding the automotive
considered a big revenue source since           sector's unique hurdles                     Furthermore, in the mobile world,
there were not enough customers,                When it comes to requirements, the          designs regularly reach 3GHZ,
it took a very long time to qualify             automotive electronics market is            where frequency and speed are
a process and volume was low                    vastly different from the consumer          top priorities. On the other hand,
compared to consumer electronics.               electronics market. For example,            automotive frequencies and speeds
However, sentiment has changed                  consumers seek the latest, leading          vary. But, as 5G-connected cars
due to rising demand for automotive             edge technologies in cellphones.            soon become a reality, the two
electronics such as ADAS, AI,                   However, in automotive, some                domains might eventually merge, with
connectivity and sensors. To seize              sensors are still being manufactured        connected cars in a way become cell
                                                at 150nm. This is because automotive        phone-like. Automotive chips also
                                                design requires substantial                 need to operate at a wider range of
                                                redundancy and size is less of a            temperatures: -40°to 155°centigrade
                                                concern, so there is little incentive       versus 0°to 40°centigrade for a
                                                to move to 7nm sensors like those in        mobile device. Voltages also vary
                                                cellphones. In addition, the failure rate   greatly between automotive and
                                                requirement is much more stringent          mobile. In mobile applications,
                                                in the automotive space, because            voltages are kept low to conserve
                                                when a cellphone goes down a simple         battery life. However, there are
                                                reset can fix the issue, which is not       high voltages in cars and many
                                                possible for a car on the road. A 10%       semiconductors are still analog, which
                                                                                            requires devices to operate correctly
                                                                                            in a wider range.

24
Semiconductors – the Next Wave | Future of automotive semiconductors

Figure: Automotive IC requirements versus mobile                                                 This is especially important since
                                                                                                 future autonomous driving will rely
                                                                                                 on components working together
                                                                                                 perfectly. How devices will fare over
                                                                                                 time in a harsh external environment
          28nm  7nm                           Process                >180nm  7nm
                                                                                                 is yet to be determined. A typical
              100M+                      Design Sizes(μP/C)           60V

             0  40℃                       Temperatures                 -40  155℃               It will be incumbent on semiconductor
                                                                                                 vendors to conduct more simulation,
             1-3 years                   Operation Lifetime            ~10-15 years              inspection and testing of larger
                                                                                                 sample sizes to ensure reliability
Semiconductors – the Next Wave | Future of automotive semiconductors

Table: Automotive semiconductor related M&A

M&A                                       Amount (USD)                 Date

NXP/Freescale                             118 million                  March 2015

Avago/Broadcom                            370 million                  May 2015

Intel/Altera                              167 million                  June 2015

Analog Devices/Linear                     130 million                  July 2016

Softbank/ARM                              302 million                  July 2016

Qualcomm/NXP                              459 million                  October 2016

Intel/Mobileye                            153million                   March 2017
Source: Mergermarket, Deloitte analysis

Thus, M&A should be considered an                 the best chance of producing high        is also seen by Samsung as a new
integral part of an overall strategy              quality components. M&A allows           and profitable revenue stream.
to maintain competitive edge. The                 quicker access to this expertise to      Samsung will expand its reach across
potential benefits M&A brings include             strengthen competitiveness and           the connected car market, ADAS,
filling gaps in product line, accessing           increase market share.                   cybersecurity and over the air (OTA).
state-of-the-art technology and                                                            The acquisition also aligns with
gaining access to a wider customer                Oversaturation of the smartphone         Samsung's IoT universe strategy to
base. These are especially important              market has pushed many big               achieve volume.
in the automotive semiconductor                   semiconductor players to explore
industry, because it takes great effort           possibilities in the automotive          Meanwhile, Panasonic is refocusing
to secure long-term partnership                   semiconductor market to broaden          its work from home electronics to
agreements with automotive                        their portfolios and diversify revenue   high-tech auto parts, leveraging
companies. Added to this is the fact              streams. The connected car provides      its expertise in electronics to
that most automotive semiconductor                an entry point for the expanded role     build advanced capabilities in the
projects are lengthy, often taking                semiconductor vendors can play.          automotive electronics market.
years from concept initiation, product                                                     Panasonic has made several
development and qualification                     For example, Samsung acquired            acquisitions in the last few years,
process all the way to production.                Harman to build its infotainment         coupling these with building
In addition, customers are seeking                capability in connected cars. The        autonomous driving capability
integrated, comprehensive solutions               move allowed Samsung to gain a           in-house. Panasonic has begun
from one company instead of many.                 foothold in the automotive market,       testing autonomous cars, teamed
                                                  as Harman is a global leader in          up with Google and Qualcomm on
From a technology perspective,                    connected autonomous vehicles.           infotainment, and formed a joint
automotive semiconductor                          The acquisition not only allowed         venture ( JV) in China to provide key EV
components have to adhere to                      Samsung to position itself as a key      components.
stringent quality standards, and                  supplier of infotainment systems
semiconductor vendors with cutting-               using an established brand name,
edge manufacturing capabilities have              but the autonomous vehicle market

26
Semiconductors – the Next Wave | Future of automotive semiconductors

4. Rethink collaboration models        Players' roles are shifting and new         or JVs, the roles in the supply chain
and roles                              players are rising. Customers are           are blurring. As vehicles become more
The ecosystem and collaboration        becoming partners or competitors            autonomous, systems within them are
models of the traditional automotive   and vice versa. From acting as a            ever more connected and cannot run
semiconductor are no longer static     supplier and forming strategic              in isolation.
but more intertwined than ever.        partnerships to entering M&A deals

Figure: The evolving automotive semiconductor supply chain

Classic automotive semiconductor supply chain                  New automotive semiconductor supply chain

                                                                                        Tier 1
                                                                                      Electronic
                                                                                       Systems
    Tier 2              Tier 1
Semiconductor         Electronic         OEM
   Vendors             Systems

                                                              Tier 2
                                                                                                              Tech & Digital
                                                          Semiconductor                  OEM
                                                                                                                 Players
                                                             Vendors

                                                                                                                             27
Semiconductors – the Next Wave | Future of automotive semiconductors

This market landscape adds a layer              applications. New tech entrants
of complexity to the existing supply            are positioned to take the lead in
chain. Some automakers are now                  software-focused elements. Digital
designing their own IC (e.g. Tesla) and         players are adapting their smartphone
extending their activities beyond core          platforms to car-specific customer
hardware business into the provision            needs, integrating infotainment OS
of software OSs designed to serve as            and software platforms into car
platforms for potential app stores, as          systems and cars' human-machine
well as developing specific apps and            interfaces. Media-streaming
other services or media content.                services and end user equipment
Other Tier 1 players are also                   manufacturers have already formed
designing ICs and getting involved in           partnerships with some automotive
software. Continental's purchase of             OEMs. Semiconductor vendors
Elektrobit is an example of this trend.         can expand their roles by not only
Furthermore, semiconductor vendors              serving traditional automakers and
are now developing electronic control           their suppliers, but also through
units, as are some IC houses.                   collaborating with technology vendors
                                                to offer more products.
Automotive suppliers are also trying
to become less dependent on OEMs                At the same time, semiconductor            this involved a few critical automotive
by establishing direct relationships            vendors are increasing collaboration       products such as infotainment
with end customers. For example,                with both automakers and tier-one          and display drivers, with critical
Bosch's app allows customers to                 automotive suppliers. For example,         components such as power train
monitor car functions and provide               Nvidia and Audi are collaborating          or chassis control components still
a direct connection to the nearest              to build an AI platform with deep          made by IDMs themselves. However,
Bosch repair center.                            learning technology for autonomous         the trend is shifting, as IDMs are now
                                                driving. Utilizing neural networks         outsourcing critical applications to
Technology players are applying                 to understand the surrounding              foundries. For example, ADAS requires
their existing capabilities to digital          environment and determine safe             advanced MCUs but many IDMs do
automotive platforms. Tech players              routing to incorporate into Audi's         not have the in-house capabilities to
have significant advantages, including          line of L3 cars. This type of strategic    create them.
capabilities, operating models and              partnership brings in skills from both
capital for aggressive investment,              side that complement one other and
as they focus on making horizontal              create a mutually beneficial situation.
moves to create new revenue
models. Several high-tech players               Meanwhile, many IDMs have stopped
are developing autonomous-driving               building leading-edge fabs and
systems that are quite likely to merge          turned to "fabless/fablite" over the
into operating systems. Leading                 last 20 years due to leading-edge
online and technology companies                 fabs' prohibitive cost. But, they have
are focusing on in-car entertainment            in general kept their proprietary
platforms, which they hope will                 processes in-house while outsourcing
become the standard for such                    some production to foundries. Initially,

28
Semiconductors – the Next Wave | Future of automotive semiconductors

5. Keep an eye on start-ups and                    vibration and shock, wear and tear,
their disruptions                                  and cleaning that is normal to the
Start-ups are a hotbed of activity                 harsh conditions of driving. Finally,
in connected cars, VRV/V2X                         there are still edge cases to be
communication, mobility services,                  resolved, such as bright sun against
cybersecurity and the AI/machine                   a white background, blizzards that
learning space. Investments in                     causes whiteout conditions and early
these auto tech companies have                     morning fog.
also seen huge increases in recent
years. There is a wide variety of                  There are several reasons why
startups in the industry to address                semiconductor vendors should
different pain points. For example,                pay attention to startups. First, the
new hardware startups are looking                  emergence of these startups in the
at ways to address the pain points                 connected vehicle space affords
associated with light detection and                the opportunity to cooperate
ranging (LiDAR), which is integral to              with them. Second, gaining access
the safety of autonomous vehicle.                  to technologies such as digital
First, LiDAR is still quite expensive and          connectivity and AI will be increasingly
many big automakers do not use it;                 important for semiconductor vendors
second, (dynamic) range is a big issue             and OEMs, as R&D cost and risk are
with the technology, i.e. how near,                high. Third, these startups could
far and widely can LiDAR accurately                be potential acquisition targets for
build a 3D picture from millions of                semiconductor vendors to acquire
pixels. Robustness is another issue,               innovative technologies or enter niche
with LiDAR having to withstand the                 markets.

Figure: Automotive startups' areas of specialization

                                                        Driver
   Connected Car              V2V/V2I/ V2X            assistance/          Fleet Telematics
                                                       robotics

                                 Safety                 Mobility           LIDAR/ mapping
   Cybersecurity
                              tools/system              Services               systems

                               Machine                 Computer
    Autonomous
                             learning/ AI/              Vision/               UX/ Design
     platforms
                            Deep learning/             Detection

Source: Deloitte analysis

                                                                                             29
3

         The race is on for AI
         chips
         The race for AI chip domination           "Depth" refers to the layers and
         The artificial intelligence framework     number of nodes in a neural network
         can be broadly characterized into         model. Over the years, the complexity
         three layers. The infrastructure layer    between layers and the number of
         includes the core AI chips and big        nodes have grown exponentially.
         data that support the sensing and         This presents a significant challenge
         cognitive computational capabilities of   for computation. Traditional central
         the technology layer. The application     processing units (CPUs) excel at
         level sits at the apex, providing         general workloads, particularly if they
         services such as autonomous driving,      are rules-based. However, CPUs can
         smart robotics, smart security and        no longer keep up with the parallelism
         virtual assistance. AI chips form the     required of AI algorithms.
         heart of the AI technology chain
         and are central to the processing of
         AI algorithms, particularly for deep
         neural networks (DNN).

30
Semiconductors – the Next Wave | Race is on for AI chips

Figure: AI chips' role in the layers of AI
                                                                                                                               Flexibility

                                                          • Robotics
                                                          • Autonomous Driving                                  CPU
                                                          • Business Intelligence                              (Intel)
                                                          • Smart Factory
                            Application                   • Personal Assistance
                                                          • Customer Service
                                                          ……
                                                                                                               GPU
                                                          • Machine Learning                               (NVIDA,AMD)
                                                          • Deep learning
                            Technology                    • AI Platform
                                                          • Speech Recognition
                                                          • Image Recognition                                   FPGA
                                                          • Biometric                                     (Xilinx, Altera,
                                                          ……                                                Microsoft…)
                                                          • AI chips
                                                          • Sensors
                          Infrastructure                  • Computing                                         ASICs
                                                          • Data                                         (Google, Horizon
                                                          ……                                            Robotics, Bitmain,
                                                                                                           Cambrian…)

                                                                                                                               Efficiency
Source: Microsoft, Deloitte analysis

There are two major ways to address        GPUs used to process graphic                   and flexibility, especially when an
the parallelism issue. One is to add       intensive tasks such as games are              AI algorithm has not been finalized.
a dedicated accelerator based on           built with parallelism in mind. GPUs           This allows vendors to optimize
existing computational architecture.       have very high performance suitable            custom chips for their applications
The other is to re-develop completely      for deep learning AI algorithms that           while avoiding the cost and potential
to create a new architecture that          require a lot of parallelism. This new         technology obsolescence of the ASIC
simulates the neural networks of           role makes GPUs a great choice for             approach.
human brains. The latter approach is       AI hardware. GPUs are now widely
still in the early phase of development    used in cloud and data centers for             ASIC AI chips, on the other hand,
and unsuitable for commercial rollout.     AI training. They are also used in the         have dedicated architecture for AI
The addition of AI accelerators will       automotive and security sectors. The           applications. ASIC-based AI chips have
therefore be the primary method.           GPU is currently the most widely used,         many variations, including TPU, NPU,
Numerous types of AI chips are             most flexible AI chip available.               VPU and BPU, etc. These are all aimed
available for acceleration: mainstream                                                    at diverse, computer-intensive, rules-
ones including GPUs, field-                FPGAs, meanwhile, are programmable             based workloads with high efficiency
programmable gate arrays (FPGA) and        arrays suitable for clients that               and performance and the flexibility
application specific integrated circuits   want to reprogram based on their               of a CPU. Typically, ASIC AI chips have
(ASIC), with variations including TPU,     own requirements. FPGAs are                    higher efficiency, a smaller die size, as
NPU, VPU and BPU, etc. Each has its        characterized by a faster development          well as lower power consumption than
own strengths and weakness.                cycle (versus ASIC) and low power              GPUs and FPGAs. But, ASIC chips'
                                           requirements (compared to GPUs).               development cycle is longer and less
                                           But, their flexibility makes their cost        flexible, which has contributed to its
                                           relatively high. FPGAs can be seen as a        slow commercial adoption.
                                           good compromise between efficiency

                                                                                                                                       31
Semiconductors – the Next Wave | Race is on for AI chips

There are two distinct AI deployments             The training phase requires a                     phase is typically done via hardware
in deep learning: training and                    tremendous amount of computational                in the cloud. The inference phase, on
inference. AI utilizes big data as a              power because it requires the                     the other hand, can be handled either
foundation to "train" neural network              application of a huge data set to a               in the cloud or on devices (products)
models, using training datasets to                neural network model. This requires               at the edge. Compared to training
obtain these newly trained models.                high-end servers that have advanced               chips, inference chips require more
A newly trained model is then armed               paralleled performance to be able                 thoughtful consideration of power
with new capability to "infer" from new           to process large, diverse and highly              usage, latency and cost.
data sets to reach a conclusion.                  parallel datasets. Therefore, this

Figure: The two-phases of deep learning
                                                                       DEEP LEARNING

                                             TRAINING                                                    INFERENCE
                             Learning a new capability from existing data                    Applying this capability to new data

                                                TRAINING                                                    NEW              App or Service
  Untrained Neural        Deep Learning         DATASET                     Trained Model                   DATA
   Network Model                                                            New Capability                                 Featuring Capability
                           Framework

                                                   “Cat”

                                                                                                                   “?”

                                                                                                                             Trained Model
                                                                                                                             Optimized for
                                                                                                                             Performance

                                              “dog”   “Cat”
                                                                                                                 “Cat”

Source: nVidia

Innovation in AI chips has just                   AI chips to enjoy explosive growth
begun, with vendors taking different              The AI chip market is expected to
approaches to chip acceleration.                  account for over 12% of the total
Google, for example, has taken the                AI market by 2022, with a CAGR of
ASIC path, whereas Microsoft has                  54%. The Americas is expected to
demonstrated that comparable,                     lead the market, followed by EMEA
and sometimes even better results                 and then APAC. The Americas overall
can be achieved using an FPGA.                    will dominate the market throughout
Meanwhile, Xilinx, Baidu and Amazon               2022.
are all working to lower the traditional
barriers to FPGA adoption.

32
Semiconductors – the Next Wave | Race is on for AI chips

Figure: The global AI and AI chip market (2022)

                                                          120
120                                                                100%     16                                                                  120%
                                                                                                                                      14.616
                                                 97.1                       14
100                                                                                                                                             100%
                                                                   80%
                                                                            12                                            10.998
 80                                   74.5                                                                                                      80%
                                                                   60%      10
                                                                                                                7.445
 60                    51.9                                                  8                                                                  60%
                                                                   40%       6
 40                                                                                              4.798                                          40%
         29.3
                                                                             4
                                                                   20%               2.388
 20                                                                                                                                             20%
                                                                             2
  0                                                                0%        0                                                                  0%
         2016          2017           2018      2019E2    2020E                      2016         2017         2018      2019E2       2020E

                Global AI market size (billion dollars)      YOY                       Global AI chip market size (billion dollars)      YOY

Source: CDIC

Cloud-based AI chips the most promising segment
The AI chip market can be split into two categories based on deployment
methods: cloud-based and network edge.

                                         Deployment                      Application           Market Potential (2022)           CAGR (2018-2022)

      Foundry                     1
                                                                          Training                       ~17billion                    ~55%

                                         Cloud-based
                                                                            Infer                        ~7 billion                    ~85%

       AI Chip
                                  2                                       Security                       ~2 billion                    ~40%
                                             Network
                                              edge                       Automotive                      ~5 billion                    ~43%

          IP                                                         Smart Phones                        ~4 billion                    ~60%

Source: CICC, Deloitte analysis

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