ROBOTICS, AUTOMATION, AND AI M&A ON THE RISE - ROBO Global

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ROBOTICS, AUTOMATION, AND AI M&A ON THE RISE - ROBO Global
M&A REPORT 1H 2019

    ROBOTICS, AUTOMATION, AND AI M&A ON THE RISE
    By Jeremie Capron, Research Director, and Lisa Chai, Senior Research Analyst, ROBO Global

    Mergers & Acquisitions (M&A) are heating
    up in Robotics, Automation & AI (RAAI)
    and new deals seem to come every day.
    In the past three months alone, three
    members of the ROBO Global Artificial
    Intelligence Index (THNQ) were the
    target of an acquisition, and in the first half
    of 2019, 45 deals involving 30 members of
    the ROBO Global Robotics & Automation
    Index (ROBO) and totaling over $15.2B
    were announced, while venture funding
    exceeded $8B. In this report, we look
    at the data and discuss key trends including the return of megadeals, the focus on software,
    healthcare and autonomous vehicles, as well as implications for investors.

    The catalysts for accelerating M&A are many. First, demand for RAAI technologies and applications
    is increasing dramatically, in part because the world is now generating unimaginable quantities of
    big data—the fuel that powers machine intelligence. Second, innovation is enabling rapid reductions
    in costs, as well as dramatic increases in performance capabilities. Innovations in sensing,
    computing, communication, and more are changing not only how RAAI is applied in nearly every
    industry and every geography across the globe, but also the future of robotics as we know it. That
    shift is driving a tremendous wave of activity in M&A and fundings worldwide.

    In the first half of 2019, 45 M&A deals involving 30 members of the ROBO Index were announced worth over $15.2B.
    This represents an uptick from the 43 M&A deals involving 26 members and worth approximately $14.8B that
    were announced in 1H2018. We expect this trend to continue throughout the remainder of the year as demand for
    engineering talent increases and innovations continue at a rapid pace. For the Artificial Intelligence Index (THNQ),
    we witnessed 78 M&A deals involving 40 members worth over $88B year to date.

    Venture funding in robotics and artificial intelligence continued its impressive climb, with an increase of 18% in funding
    environment versus the first half of last year. Private companies in autonomous vehicles attracted record levels of
    funding, with over $6B raised YTD by venture capital.

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ROBOTICS, AUTOMATION, AND AI M&A ON THE RISE - ROBO Global
M&A REPORT 1H 2019

THE RETURN OF MEGA DEALS                                          Nvidia and Mellanox Technologies
                                                                  • One of the biggest acquisitions year-to-date from
                                                                    among our ROBO Index members was Nvidia’s purchase
                                                                    of Mellanox Technologies, a high-end networking
One marked differentiation between 2019 and 2018 is the
                                                                    equipment provider, to expand its data center business.
number of mega deals by established companies, many
                                                                    The $6.9B deal is by far the largest acquisition in Nvidia’s
of which are enabling companies to shift their previously
                                                                    history and it beat out two other interested companies
core strategies to take advantage of current market
                                                                    for the purchase. Mellanox’s high speed, low latency
trends. In an environment with low borrowing costs and
                                                                    interface technology is very complementary to Nvidia’s
in which many large strategic buyers have significant cash
                                                                    products in handling datacenter and AI application
on the balance sheets, there hasn’t been a better time
                                                                    workloads. The deal highlights the importance of high
to utilize M&A to grow and diversify existing business
                                                                    speed interconnects and networking in solving the
models. Within the ROBO Index, six megadeals with a
                                                                    bottleneck issues in a datacenter environment.
transaction value greater than $1B were announced in
the past 18 months, and three deals greater than $5B
                                                                  Dassault Systèmes and Medidata
announced year-to-date. Within the THNQ Index, there
were 18 megadeals with a transaction value greater than           • Dassault Systèmes’ $5.8B acquisition of Medidata,
$1B announced in the past 18 months, and six deals                  a member of both the THNQ and HTEC indices,
greater than $5B announced year-to-date. In addition,               represents the largest acquisition for the company to
three members of the index were acquired in the past                date. Already a leading player in software for aviation
three months.                                                       and industrial markets, Dassault is turning to the life
                                                                    sciences and medical industries. US-based Medidata
Bristol-Myers Squibb, a member of our Healthcare                    offers a cloud-based platform that gives researchers the
Technology & Innovation Index (HTEC), announced its                 tools to design, manage, and collect data from clinical
intent to acquire Celgene for $89B in January 2019, and             trials. Dassault believes these combined talents will
Danaher, another HTEC Index member, announced its                   empower the life sciences industry with an end-to-end
intent to acquire GE’s BioPharma business for $21.4B in             business platform. Dassault views the digitization of
February 2019. In software, THNQ Index member IBM’s                 the clinical trial industry as a major growth opportunity
$34B acquisition of Red Hat marked the third largest                for the company, and Medidata’s large data sets are
technology acquisition ever in the US.                              a key enabler of that vision. Medidata has data from
                                                                    17k clinical trials and 45 billion patient records from 2
While M&A deal activity in software is increasing by                million providers that will support Dassault’s push into
the day, consolidation in the chip industry has virtually           data analytics in the fast-growing markets of clinical
halted. One key reason for the deceleration has been                trials and personalized medicine.
the impact of the US/China trade dispute, which has
introduced increased uncertainty around regulatory                Salesforce and Tableau Systems
approval. In a move that effectively sidestepped these            • Salesforce.com (THNQ Index Member) announced
regulatory concerns while expanding the company’s chip              its intent to acquire Tableau Systems (THNQ Index
processing business, Broadcom announced its intent                  Member) for $15.7B, or 40% premium to the stock price,
to acquire network management software company CA                   making it the largest ever acquisition in Salesforce’s
Technologies for $19B in January 2019.                              20-year history. With Tableau’s easy-to-use visualization
                                                                    and data management platform, Salesforce is hoping
A brief look at some of the largest deals in the first half of      to provide its customer base a way to analyze business
the year demonstrates the push for companies to acquire             data and make smarter decisions with the use of
new technologies to compete in an increasingly digital              machine learning. And with both Google and Microsoft
landscape:                                                          now strongly pursuing the business intelligence and
                                                                    analytics market using AI, Tableau and Salesforce are
                                                                    joining forces to continue to invest in AI and machine
                                                                    learning layers to provide enterprises with intelligence
                                                                    about their customers with a touch of a button.

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M&A REPORT 1H 2019

HP Enterprise and Cray Inc.                                    Brooks Automation and Genewiz Group
• In March, Cray Inc. (THNQ Index Member), a global           • B
                                                                  rooks Automation’s (ROBO and HTEC Index Member)
  supercomputer leader, was acquired by Hewlett Packard          $450M deal for privately held Genewiz Group is the
  Enterprise for $1.3B in cash. Cray has a leadership            largest life sciences move Brooks has made to date.
  position in the top-100 supercomputer installations            Brooks is an automation and cryogenic services
  around the world. The explosion of data from artificial        company serving a range of industries, including
  intelligence, machine learning, and big data analytics         semiconductor and life sciences. For Brooks, the
  are driving customer needs to manage the complexity            acquisition of Genewiz comes about a month after the
  of data that is being created. Cray’s portfolio of             company sold its semiconductor business for $675M.
  supercomputers will allow HP Enterprise to compete             By acquiring Genewiz, Brooks will gain a company that
  in the high-performance computing and AI segments              specializes in the important areas of gene sequencing
  that both require significant computational capabilities       and synthesis services with more than 4,000 global
  designed to support AI workloads.                              customers and labs all over the world. Genewiz’s variety
                                                                 of genomic services and its innovative platform is
                                                                 complementary to Brooks’ life sciences offering across

SPOTLIGHT ON HEALTHCARE
                                                                 the complete life cycle of biological samples in its
                                                                 cryogenics and sample management business.

                                                               Bristol-Myers Squibb and Celgene
The flurry of M&A activity in the healthcare technology        • B
                                                                  ristol-Myers Squibb’s (HTEC Index Member) $74B
sector has been focused in biotech and robotics. Key             merger with Celgene is the largest healthcare deal
initiatives include narrowing the time it takes to launch        announced this year. The combined company will have
a breakthrough drug and embracing technology to                  nearly $38B in annual sales and command a leading
transform patient care and patient service. We expect            position in the $123B global market for cancer drugs. Its
M&A activity in the healthcare sector to continue its            combined franchises will include the top market leader
momentum throughout the year.                                    in oncology, the top five companies in immunology and
                                                                 inflammation, and a leader in cardiovascular diseases.
Some of these acquisitions are the result of an increasing       Bristol-Myers Squibb pioneered the development
number of technology vendors moving into healthcare.             of cancer drugs known as immunotherapies, which
Life sciences and the healthcare industry are experiencing       unleash the body’s immune system on tumors. Celgene’s
massive transformations as they upgrade their entire             impressive portfolio of innovative cancer therapeutics,
infrastructures from legacy IT infrastructures. Meanwhile,       including a new gene therapy known as CAR T-cell
biopharma is seeing mega mergers as their blockbuster            therapy, will help Bristol-Myers Squibb’s immuno-
drugs face stiff competition from generics. In the past 10       oncology portfolio to help it compete with rival Merck.
years, there has been very little breakthrough in innovation     The merger is currently pending regulatory approval.
by the pharmaceutical industry. According to a recent
Deloitte report, the average return on R&D at top pharma       Danaher and GE’s BioPharma Unit
companies is at the lowest level in almost a decade, as the
cost of discovering new drugs has risen sharply. These large   • In February, Danaher (HTEC Index Member) seized
drug makers are forced to make acquisitions in life sciences     the opportunity presented by General Electric’s recent
to drive sales once patents run out on existing drugs.           struggles and subsequent restructuring by announcing
                                                                 plans to acquire the BioPharma Unit, part of GE
Medidata’s acquisition by Dassault illustrates the start         Healthcare’s Life Sciences division. This cash purchase of
of a major convergence of technology and healthcare.             approximately $21.4B will add BioPharma’s broad portfolio
Looking out, we anticipate there will be a pickup in medical     of equipment and special resins in the discovery and mass
technology M&A, including genomic testing companies              production of biopharmaceuticals to Danaher’s offerings.
and diagnostic tool providers, as well as a continued            GE Biopharma was responsible for $3B in revenues, and
robust funding environment for digital health and data           the consumable business is very attractive for Danaher,
management companies.                                            giving it access to new recurring revenues as it expands
                                                                 further into the life sciences and diagnostic industry.

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M&A REPORT 1H 2019

Varian Medical Systems and CTSI, Endocare, Embolic Bead, and Alicon
• V
   arian Medical Systems (ROBO and HTEC Index member) has been very active this year, with four acquisitions year-to-
  date as the company expands its Cancer Care Solutions portfolio. Cancer Treatment Services International (CTSI) was
  purchased for $285M in May, and Endocare ($185M), Boston Scientific’s Embolic Bead Asset ($90M), and Alicon ($30M)
  were acquired in July. CTSI, a privately held company, will give Varian expertise in cancer care center operations to
  support the company’s evolution into a broad-based cancer care solutions company. Embolic Bead will add solutions
  for multidisciplinary integrated cancer care, and Endocare and Alicon will provide solution sets for cancer therapies.

M&A FORECAST IN SOFTWARE: THE FUTURE IS DATA
The emergence of AI and machine learning combined with the massive amounts of data that is being created every day
has put intense load on data centers. As a result, cloud-based, high-performance computing infrastructures have now
become mission critical for businesses in nearly every industry. With an emphasis on advanced networking capabilities
to run workloads across various machines, we are witnessing a record number of M&A deals in all industries. Perfect
examples of this trend are HP Enterprise’s deal for global supercomputer leader Cray and Salesforce’s purchase of
Tableau. Other indicators of what lies ahead include:

• T
   raditional reporting and business intelligence layers are moving to the modern cloud environment. This shift is
  triggering M&A deals, and the opportunity is vast as the majority of Fortune 500 companies are still storing data in
  traditional data warehouses.

• A
   s technology solution providers endeavor to embed AI tools into their software stacks to meet the needs of their
  customers who are moving data into the cloud or hybrid environments, data analytics and predictive analytics
  companies remain hot areas of acquisition interest.

• G
   oogle’s $2.6B acquisition of startup company Looker—one of the largest acquisitions for the company—and
  Salesforce paying out 9x forward sales for Tableau both validate the push into the cloud and confirm how much
  companies are willing to pay for data analytic companies.

FUNDING ACROSS THE RAAI LANDSCAPE
Meanwhile, the funding for early-stage growth companies in robotics, automation, and AI (RAAI) continued its record
climb, with $8.4B in funding in the first half of 2019, an increase of 18% from 20181, and an impressive 170+ robotic
startups have been funded so far this year alone. In June, there were 42 robotics investments, compared with about
26 deals in May and marking sharp growth compared to 27 investments in the whole of 2018. Autonomous vehicles,
AI and robotics, and industrial automation for manufacturing and service robots were key areas of investments2. Seed
and Series A deals continued to account for at least 50% of the deal share in the last few years3. The biggest reported
transaction in June 2019 was the $600M funding of Aurora Innovation by Hyundai Motor Group, Kia Motors Corp., and
Baillie Gifford. Aurora, which is developing the driver hardware and software platform for self-driving cars, also raised
$530M from Amazon.com and Sequoia Capital in February. Lidar technology continues to be in demand, a fact that
enabled Innoviz Technologies to raise $170M in capital this year. However, the largest transaction by far this year has
been by Cruise, the California-based autonomous vehicle division of General Motors, which raised another $1.5B in
funding in May 2019, bringing the company’s total to $7.25B in capital in just the past 18 months.
1
    According to The Robot Report.
2
    According to The Robot Report.
3
    According to CB insights.

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M&A REPORT 1H 2019

The most active funding in the space has been in two segments: autonomous driving and consumer/service robotics, which
raked in record investments of $6B and $840M, respectively. For AI technologies, global market leaders continue to acquire AI
talent and AI startups.

Here are some highlights of the most interesting funding activity we have seen this year:

    • U ber’s Advanced Technology Group raised $1.1B to develop self-driving cars. The investments will
       help scale up production.
    • N uro.ai raised $940M from SoftBank to develop robotic delivery vehicles. The funding comes just over a
       year after the company raised $92M in a Series A from Silicon Valley-based Greylock Partners and China’s
       Gaorong Capital.
    • H orizon Robotics raised $600M to support its development of processors that enable AI at the edge,
       including in autonomous vehicles and for IoT (Internet of Things) devices.
    • AnyVision raised $74M for its facial recognition system.
    • Leju Robotics raised $36M for its high-end humanoid robots.
    • PAZZI raised $11.2M for its pizza-making robots and Dishcraft Robotics raised $25M for dishwashing
       robots.
    • A uris Health, an FDA-approved endoscopy robotic platform provider, was sold to Johnson & Johnson for
       $3.4B.
    • Endeavor Robotics was sold to FLIR Systems (ROBO Index Member) for $385M. A provider of tactical
       unmanned ground vehicles, Endeavor is very complementary to FLIR’s core portfolio.

According to PwC and CB Insights, healthcare also saw high levels of funding, with more than 221 deals and $4.6B in funding
in the US driven by diagnostics, biotech, and digital health deals. FinTech and AI companies are the top two emerging areas
by investments. AI-related companies raised more than $7.6B in funding, while the digital health sector saw $3.7B in inflows
versus $2.8B last year.

5                                  INFO@ROBOGLOBAL.COM          | WWW.ROBOGLOBAL.COM
M&A REPORT 1H 2019

    Top 10 Digital Health Companies (Private)                                   Healthcare Funding YTD

COMPANY                   TOTAL FUNDING (M)           COMPANY                       TOTAL FUNDING                INDUSTRY

American Well                   $517                  Grail                             $1,600              Diagnostics/Genomics
Proteus Digital Health          $487                  23andMe                            $786                    Genomics
Heartflow                       $477                  Auris Health                       $733                     Robotics
Sharecare                       $380                  BioNTech AG                        $686                    Genomics
Health Catalyst                 $377                  Oxford Nanopore Technologies       $625                    Genomics
Outset Medical                  $373                  Zymergen                           $574                    Genomics
Modernizing Medicine            $333                  ADC Therapeutics                   $526                  Biotechnology
Welltok                         $252                  Relay Therapeutics                 $520                  Biotechnology
Livongo                         $235                  American Well                      $517                  Healthcare IT
Zocdoc                          $223                  Samumed                            $438                  Biotechnology

CHINA’S QUEST FOR GLOBAL AI LEADERSHIP
China continues to make strides toward its goal of becoming the global leader in AI. Businesses supported by the
Chinese government are collaborating to make China the world’s top AI innovation center by 2030, and they are making
good progress. Baidu, Alibaba, and Tencent have all acquired and built companies in San Francisco and Seattle to
penetrate into the US and invest in engineers with AI skills. The government’s latest venture capital fund is expected to
invest more than $30B in AI and related technologies in China. Companies in China continue to acquire developers of
AI hardware and software for autonomous driving, language processing, facial recognition, and behavior recognition.
In 2018, US AI startups received $9.3B in venture funding—a number that, according to several research firms, may
have been surpassed by Chinese investments. While the US has many more AI-related firms than China today, China is
closing the gap rapidly.

THE INVESTOR TAKEAWAY
As of June 30, 2019, the ROBO Global Robotics & Automation Index returned 22%, significantly outperforming broad
global equity market indices. Quarter after quarter, the financial markets continue to highlight RAAI as one of the most
important investment opportunities of our generation. The history of M&A since the inception of the Index illustrates
this fact. Within the select universe of ROBO Global Robotics & Automation Index members, nine index members have
been acquired, and another four were targets of failed takeover attempts.

ROBO Index:
    Announcement Date             Acquirer                    Target Company                     Deal Value     Completed
    		(Index Members)                                                                              ($mm)

    9/25/2013                      Stryker                      Mako Surgical                      $1,650           YES
    4/11/2014                     Ametek                      Zygo Corporation                      $280            YES
    6/18/2014                  TE Connectivity           Measurement Specialties                   $1,700           YES
    9/26/2014                      KUKA                       Swisslog Holdings                     $357            YES
    9/20/2015                   Dialog Semi                   Atmel Corporation                    $4,600           NO

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M&A REPORT 1H 2019

ROBO Index: (cont.)
    Announcement Date                Acquirer                    Target Company                          Deal Value    Completed
    		(Index Members)                                                                                      ($mm)

    5/18/2016                          Midea                           Kuka                                $5,000          YES
    5/19/2016                   FMC Corp (merger)                Technip (merger)                         $13,000          YES
    10/26/2016                           GE                           Arcam                                $700            YES
    10/26/2016                           GE                       SLM Solutions                            $733            NO
    12/12/2016                       Teledyne                    E2V Technologies                          $789            YES
    3/13/2017                        Intel Corp                      Mobileye                             $15,300          YES
    10/31/2017                       Emerson                         Rockwell                             $29,000          NO
    11/6/2017                        Broadcom                       Qualcomm                             $146,000          NO
    3/1/2018                   Microchip Technology               Microsemi Corp                           $9,838          YES
    8/27/2018                       Atlas Copco            Brooks Automation Cryogenics                    $675            YES
    9/20/2018                        Medtronic                    Mazor Robotics                           $1,340          YES

THNQ Index: (cont.)
    Announcement Date                Acquirer                    Target Company                          Deal Value    Completed
    		(Index Members)                                                                                      ($mm)

    6/10/2019                        Salesforce                      Tableau                              $15,300          NO
    6/11/2019                   Dassault Systemes                   Medidata                               $5,800          NO
    5/17/2019               Hewlett Packard Enterprise                Cray                                 $1,300          NO

The significant uptick in M&A in the first half of 2019 confirms the continued momentum of this trend and the
opportunity for investors. As we continue into the second half of the year, we expect to see M&A activity—both
completed acquisitions and ongoing attempts—to continue across the RAAI landscape, including within the ROBO
Global Robotics & Automation Index.

ROBO Global Robotics & Automation Index: ROBO

    Announcement Date                Acquirer                          Target Company                                 Deal Value
    		(Index Members)                                                                                                   ($mm)

    3/11/2019                  NVIDIA Corp                           Mellanox Technologies Ltd                          $6,340
    6/12/2019              Dassault Systemes SE                          Medidata Solutions                             $5,818
    4/3/2019      Shenzhen Inovance Technology Co Ltd            Shanghai Beisite Electronics Co Ltd                    $414
    4/24/2019                    Xilinx Inc                          Solarflare Communications                          $400
    2/11/2019                FLIR Systems Inc                        Endeavor Robotic Holdings                          $382
    4/29/2019           John Bean Technologies Corp                          Proseal UK Ltd                             $285
    5/20/2019           Varian Medical Systems Inc             Cancer Treatment Services International                  $283
    6/5/2019             Teledyne Technologies Inc          Gas and flame detection business/Minnesota                  $230
    1/28/2019                FLIR Systems Inc                                 Aeryon Labs                               $200
    6/10/2019           Varian Medical Systems Inc       Endocare Inc,Hangzhou Alicon Pharmaceutical Co Ltd             $185
    6/19/2019              Blue Prism Group plc                          Thoughtonomy Ltd                                $98

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M&A REPORT 1H 2019

ROBO Global Robotics & Automation Index: ROBO (cont.)

    Announcement Date                           Acquirer                               Target Company                            Deal Value
    		                                                                                   (Index Members)                           ($mm)

    3/8/2019                           Delta Electronics Inc                              Amerlux Inc                               $90
    7/2/2019                      Varian Medical Systems Inc                 Boston Scientific’s Embolic Bead Asset                 $90
    7/12/2019                         Aspen Technology Inc                                 Mnubo Inc                                $78
    5/29/2019                         Schneider Electric SE                          AutoGrid Systems Inc                           $75
    1/22/2019                    John Bean Technologies Corp                               Lektro Inc                               $48
    1/28/2019                            BioTelemetry Inc                           Geneva Health Solutions                         $45
    1/7/2019                                QIAGEN NV                                     N-of-One Inc                              $30
    6/11/2019                          AeroVironment Inc                              Pulse Aerospace Inc                           $26
    5/9/2019                      Varian Medical Systems Inc                            CyberHeart Inc                              $25
    1/18/2019                          IPG Photonics Corp                   Submarine systems division/Padtec S/A                   $20
    7/1/2019                               Nordson Corp                          Optical Control Gmbh & Co Kg                       $18
    4/1/2019                      Lincoln Electric Holdings Inc             Baker Industries Inc, Soldering business                $15
    1/28/2019                       Rockwell Automation Inc                              Emulate3d Ltd                              $12
    2/25/2019                               Hexagon AB                      Thermopylae Sciences & Technology LLC                   $11
    6/10/2019                           Ocado Group PLC                                Jones Food Co Ltd                            $10
    1/7/2019 Hexagon AB Etalon AG, j5 International Ltd, AMendate                                                                Unknown
    		                       GmbH, Melown Technologies SE
    1/28/2019                       Zebra Technologies Corp                           Temptime, Profitect                        Unknown
    1/30/2019                              Teradyne Inc                                    Lemsys SA                             Unknown
    3/1/2019 Siemens AG                                               KACO new energy GmbH, NHV/Saab Medav Technologi,           Unknown
    		                                                            Assets/ESTEQ Group, IST Innovative Software Technologie GmbH
    3/8/2019                               Cargotec Oyj                                    Cetus Labs                            Unknown
    4/4/2019                              Daifuku Co Ltd                       Vega Conveyors & Automation Ltd                   Unknown
    5/15/2019                     Lincoln Electric Holdings Inc                Kaynak Teknigi Sanayi ve Ticaret AS               Unknown
    5/17/2019                       Mitsubishi Electric Corp                               Iconics Inc                           Unknown
    6/11/2019                                    PTC Inc                                  TWNKLS BV                              Unknown
    6/20/2019                               iRobot Corp                                Root Robotics Inc                         Unknown
    6/24/2019                               Novanta Inc                                  ARGES GmbH                              Unknown
    *Bloomberg, The Robot Report & Crunchbase

ROBO Global Artificial Intelligence Index: THNQ

    Announcement Date                           Acquirer                               Target Company                            Deal Value
    		                                                                                   (Index Members)                           ($mm)

    1/16/2019                                   Fiserv Inc                               First Data Corp                          $38,171
    6/10/2019                           salesforce.com Inc                            Tableau Software Inc                        $13,981
    6/3/2019                       Infineon Technologies AG                      Cypress Semiconductor Corp                        $9,386
    3/11/2019                              NVIDIA Corp                             Mellanox Technologies Ltd                       $6,340
    6/12/2019                         Dassault Systemes SE                           Medidata Solutions Inc                        $5,818
    6/24/2019                              Capgemini SE                              Altran Technologies SA                        $5,177
    6/6/2019                                Alphabet Inc                            Looker Data Sciences Inc                       $2,600

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M&A REPORT 1H 2019

ROBO Global Artificial Intelligence Index: THNQ (cont.)

    Announcement Date            Acquirer                                Target Company                            Deal Value
    		                                                                     (Index Members)                           ($mm)

    5/17/2019           Hewlett Packard Enterprise                              Cray                                 $1,300
    3/27/2019            ON Semiconductor Corp                     Quantenna Communications                          $937
    2/19/2019             Palo Alto Networks Inc                              Demisto                                $560
    4/22/2019            ON Semiconductor Corp                        East Fishkill Fab facility                     $430
    5/29/2019             Palo Alto Networks Inc                             Twistlock                               $410
    4/24/2019                   Xilinx Inc                        Solarflare Communications Inc                      $400
    6/3/2019                  Accenture PLC          BRIDGE Energy Group, SinnerSchrader, Zielpuls, Cirruseo         $268
    3/12/2019                   Appen Ltd                          Figure Eight Technologies Inc                     $241
    2/4/2019                    Tesla Inc                            Maxwell Technologies Inc                        $237
    4/3/2019                  Accenture PLC                                 Droga5 LLC                               $212
    1/7/2019                Amazon.com Inc                               CloudEndure Ltd                             $200
    7/9/2019                  Alphabet Inc                                  Elastifile Ltd                           $200
    2/11/2019               Amazon.com Inc               eero Inc, Bebo, TSO Logic, Ad technology/Sizmek             $182
    5/28/2019                Microsoft Corp              Drawbridg, Citus Data, Express Logic, Marketo KK            $172
    1/8/2019            Alibaba Group Holding Ltd    Data Artisans, Infinity Augmented Reality, Teambition.com       $153
    4/2/2019              SoftBank Group Corp            LeaseQ Inc, Oravel Stays Pvt Ltd, Kinema Systems            $129
    5/6/2019                  Proofpoint Inc                            Meta Networks Ltd                            $120
    3/26/2019             Spotify Technology SA         Cutler Media LLC, Anchor FM Inc, Gimlet Media Inc            $100
    6/19/2019             Blue Prism Group plc                          Thoughtonomy Ltd                              $98
    3/5/2019 Accenture PLC                                Enterprise System Partners, Deja VU Security,               $84
    		                                               BCT Solutions Pty Ltd, Hjaltelin Stahl KS, Storm Digital BV
    7/12/2019             Aspen Technology Inc                              Mnubo Inc                                 $78
    1/11/2019             Tencent Holdings Ltd            Medbanks Network Technology, Sharkmob AB                    $59
    4/24/2019                 MongoDB Inc                                     Tightdb                                 $39
    4/10/2019               Amazon.com Inc                            Canvas Technology LLC                           $25
    5/2/2019              Booking Holdings Inc                                 Venga                                  $25
    5/9/2019                    Netflix Inc                       StoryBots Inc, Egyptian Theatre                     $15
    5/29/2019             Palo Alto Networks Inc                            PureSec Ltd                            Unknown
    5/28/2019                  Shopify Inc                               Handshake Corp                            Unknown
    5/28/2019                   Intuit Inc                               Origami Logic Inc                         Unknown
    5/22/2019                  Zendesk Inc                           Smooch Technologies Inc                       Unknown
    4/8/2019 Accenture PLC                                        Shackleton SA, Certain assets,                   Unknown
    		                                                   What IF! China Holdings Ltd, Orbium Holding AG
    4/4/2019                   Alteryx Inc                              ClearStory Data Inc                        Unknown
    4/2/2019                 Pure Storage Inc                            Compuverde AB                             Unknown
    3/21/2019             Amadeus IT Group SA                  ICM Airport Technics Australia Pty Ltd              Unknown
    3/12/2019                  Yandex NV                           Znanie Development Co Ltd                       Unknown
    2/25/2019              Verisk Analytics Inc               Content as a Service Business/Germany                Unknown
    2/19/2019                 Alphabet Inc                          Alooma Inc, Superpod Inc                       Unknown
    2/6/2019                  New Relic Inc                                 SignifAI Inc                           Unknown
    1/30/2019                 Teradyne Inc                                  Lemsys SA                              Unknown

9                                   INFO@ROBOGLOBAL.COM          | WWW.ROBOGLOBAL.COM
M&A REPORT 1H 2019

ROBO Global Artificial Intelligence Index: THNQ                         (cont.)

Announcement Date                            Acquirer                             Target Company       Deal Value
		                                                                                 (Index Members)       ($mm)

1/28/2019                            ASML Holding NV                       Mapper Lithography BV       Unknown
1/23/2019                                    Adobe Inc                 Allegorithmic SAS, Marketo KK   Unknown
1/22/2019                                Nutanix Inc                               Chromotif Inc       Unknown
6/20/2019                                iRobot Corp                              Root Robotics Inc    Unknown
 *Bloomberg, The Robot Report & Crunchbase

10                                               INFO@ROBOGLOBAL.COM   | WWW.ROBOGLOBAL.COM
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