GOOGLE STRATEGY TEARDOWN:
Betting the Future on AI, Cloud Services, and
(Tamed) Moonshots









ii

Since its 1998 incorporation in a Menlo
Park, Calif. garage, Google has become
the torchbearer for corporate innovation
in the post-dot com era. Its affinity for
incubating far-out concepts has
manifested in several concrete ways
from its well-known "20% time" policy
for its employees' personal projects
(which led to the birth of Gmail and
AdSense), to its establishment
of Google Ventures as a


quasi-independent venture arm
in 2009, to its moonshot-focused
Google X innovation lab, now simply X.
However, in recent years the company
has started to shift from its
experimental approach, risky R&D,
and decentralized company structure.
After taking the helm in 2011, CEO
Larry Page (now head of Alphabet)
announced Google would put
"more wood behind fewer arrows":
transitioning from a democratic,
bottom-up innovation approach to a
more top-down, focused strategy.
Indeed, the "20% time" policy has
reportedly been restricted in recent
years, requiring more managerial
approval and oversight.
At the same time, the company has
moved beyond its core search and ad
business to explore disparate fields
from consumer hardware to autos and
telecom to healthcare and venture
investment.
Last October's Alphabet reorganization
was couched as an effort to bring
greater structure, transparency,
and fiscal accountability to this
sprawling web of initiatives. The
move coincided with the May hiring
of Ruth Porat as CFO, an experienced
Morgan Stanley executive with a
reputation for financial discipline.
One year on, these moves have already
driven clear changes in how Mountain
View handles acquisitions and R&D.
New equity awards will tie employees'
Artificial intelligence is the thread running through all of Google's
disparate efforts at innovation, including autonomous vehicles,
enterprise cloud, and the new smartphone line.
OCTOBER 20, 2016


iii
incentives to individual unit
performance. At the X lab, head Astro
Teller has written of the need to nudge
moonshots toward "graduation,"
company parlance for an eventual life
as a scalable team and products within
the Alphabet corporate family. In the
case of GV, the venture arm has seen its
longtime leader leave, and has scaled
back both on deals year-to-date and
particularly seed deals.
As the company stands at a crossroads,
we've used the many tools available in
the CB Insights tech market intelligence
platform to distill the acquisition,
investment, and research/patent activity
of units across the Alphabet
organization, providing a data-driven
view into its strategy for the future.
Given the breadth of the company's
operations, we will not touch on every
initiative and sector, instead focusing on
major and recurring themes driving the
Googleplex forward, such as:
A push into cloud and hardware:
Alphabet's pushing for growth in
areas beyond advertising, with
R&D, acquisitions, and
investments focused on sectors
with a proven capacity to
become revenue and profit
centers, such as premium mobile
and smart home hardware, and
especially cloud & enterprise
services. Apigee, Google's
largest acquisition since Nest,
was a publicly traded enterprise
cloud company.
An "AI-first" strategy: The
company is leveraging its
AI/machine learning expertise,
including those absorbed
through its acquisition of
DeepMind, to differentiate its
products in the sectors above as
well as search and advertising,
overall consumer web services,
and other Alphabet units.
Google's new high-end mobile
and smart home devices serve
as exclusive outlets for some of
these services.
A focus on AR/VR, autonomous
driving, and digital health:
Investments, acquisitions, and
patent data point to Mountain
View's R&D in areas including
autonomous driving, wearables,
AI-driven healthcare, and efforts
to bring broadband to a broader
swath of the global population.
Acquisitions have picked up
again: The company made 9
acquisitions in Q3'16, the most
since Q3'14, which could signal
a resurgence in its M&A
appetite given its stated intention
to bulk up further in mobile
hardware (with the Pixel
phone and smart home hub),
enterprise cloud offerings,
transportation/logistics, VR,
and other areas.


iv
GV has largely pulled out of the
seed market: GV has mostly
gotten out of the game of
funding younger startups. Its
seed activity has fallen almost
85% on a year-over-year basis,
with no new seed deals at all in
the first half of 2016.
Disciplining other moonshots: The
reining in of spending and a mandate
for moonshot units to outline paths
towards profitability. That has led to
veteran attrition and the restructuring of
teams to combat corporate sprawl, as
well as the external hiring of industry

veterans to nudge moonshots such
as Loon and autonomous vehicles
towards commercialization.





TABLE OF CONTENTS
Betting the Future on AI, Cloud Services, and (Tamed) Moonshots
i
A LITTLE BACKGROUND ON CORE GOOGLE
2
ACQUISITIONS
3
INVESTMENTS
8
Google
9
GV
10
Google Capital
15
PATENT DATA ANALYSIS
17
ALPHABET INITIATIVES BY SECTOR
19
Artificial intelligence
20
Cloud & enterprise
22
Consumer hardware & platforms
23
AR/VR
24
Telecommunications & energy
25
Transportation & logistics
26
Healthcare & digital health
27
Fintech
30
FINAL WORDS
31





2
A LITTLE BACKGROUND ON
CORE GOOGLE
Before we dive into the data behind
Alphabet's forward-looking strategy, we
must quickly assess its most mature
and most profitable (by far) business
line: Google search and advertising.
As a reminder, Google now consists of
search, mapping, cloud & enterprise,
Google-branded consumer hardware
and operating systems (Chrome,
Android, etc.), and YouTube. All other
units, from investment vehicles (GV,
Google Capital) to the X arm, are now
subsidiaries reporting directly to
Alphabet management. We will use the
Google moniker when discussing either
the company proper or historical pre-
Alphabet activities under its banner.

The company outperformed analyst
expectations in Q2'16 with surging top-
and bottom-line growth. Fueled primarily
by Google's core ad business, Alphabet
quarterly revenue jumped 21% to $21.5B
while profit rose 24%, beating analyst
estimates. Driving the strong beat was
a successful transition to mobile
platforms, including new mobile ad
formats and better gauging of efficacy.
Though last quarter's results were
largely positive, there are secular trends
that may cloud the long-term outlook.
For one, the share of Google ad revenue
coming from its own websites topped
80% for the first in in Q2'16, up from
70% in 2011 and 60% in 2006. This
means that future ad growth will be
more reliant than ever on Google driving
traffic to its own sites (such as search
results and Google News, etc.), as
opposed to network members' sites.
Mobile ads generally are also less
lucrative than desktop ads, so
Google's success in mobile has been
accompanied by a decline in cost-per-
click (the average amount advertisers
pay when consumers click on their ads
on Google) even as volume gains offset
some of this. Google's Q2'16 CPC on its
own sites was only 76% of its CPC two
years earlier.
The proliferation of apps and connected
devices also presents a challenge, as it's
unclear whether Google's search engine
will dominate in a world where apps like
Facebook and WeChat absorb so much
of users' time online, and a new
generation of devices like smart home
hubs funnel search traffic to would-be
competitors (such as searches made
directly on Amazon via the Echo smart
home device and its Alexa voice-
powered assistant).


3
In fact, Google's share of global digital
ad spend continues to decline, as both
domestic competitors like Facebook and
international rivals like Baidu and Alibaba
continue to gain ground.
The strength of Google's ad business
has long given the company stability,
as well as the financial means to fund
its moonshots. However, despite
Alphabet's vast number of operations,
its financial performance and growth
prospects remain heavily dependent on
Google's original business (advertising
accounted for a full 89% of Alphabet's
Q2'16 revenue).
Outperformance in its core business is
notable amid turmoil in other units, but
Mountain View is keenly aware of the
lack of diversity in its revenue streams.
As we dig into Alphabet's activities


across its subsidiaries, we will see how
the search for new avenues for growth
has shaped the company's strategy.
ACQUISITIONS
Google has traditionally ranked
among the most acquisitive tech
corporations, but the pace of its
acquisitions slowed both leading
up to and following the reorganization
under the Alphabet umbrella.
Since 2001, the company has made
nearly 200 acquisitions to bring on
external talent and expand into new
sectors, and in the process coined
another tech adage in the form of Larry
Page's "toothbrush test" for whether an
M&A target is worthy. (The target must
develop a product that its customers
consider indispensable on a daily basis.)
Our acquisition tracker includes each
acquisition in the steady stream of
Mountain View purchases. Alphabet has
now acquired 13 companies year-to-date
(10/10/16), with three acquisitions last
month alone, including the $625M
purchase of publicly traded enterprise
cloud company Apigee. We used the CB
Insights Acquirer Analytics tool to track
the company's M&A activity since 2010:

Full version appendix a




4


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5
Google has remained a dominant force
in tech M&A for much of the decade;
activity peaked in 2014 as Google
acquired over a dozen companies in the
second quarter, ranking far ahead of
other tech giants in acquisitions in that
year. However, the company's
acquisition pace slowed considerably
leading up to the Alphabet restructuring,
and decreased markedly in the first half
of 2016. This most recent quarter has
seen a resurgence in activity, though it
remains to be seen whether that will be a
temporary blip, or a signal that Mountain
View feels comfortable maintaining the
renewed pace under Alphabet.
To date in Q4'16, Alphabet has only
acquired Famebit, a platform that
helps brands connect with video
creators on YouTube.

Aside from a new focus on fiscal
restraint, lackluster results from
marquee acquisitions earlier in the
decade may have given the company
pause. The company's rapid acquisition
of at least 7 unique robotics
companiesSchaft, Industrial
Perception, Meka Robotics, Redwood
Robotics, Bot & Dolly, Holomni, and
most notably Boston Dynamics
triggered a peak in hype in 2014 (as
shown by our Trends tool, below), but
those companies never coalesced into a
productive robotics unit.

Full version appendix b
Former Android head Andy Rubin led the
robotics push, but Rubin departed the
company in October 2014 to found
hardware startup incubator Playground
Global. The loss of the visionary figure
likely held back his robotics division,
named Replicant, from ever truly
becoming a cohesive unit under either
Google or Alphabet.
Instead, the Replicant companies came
directly into management's crosshairs
following Alphabet's creation, as the new
company took a hard look at the
revenue-generating potential of its
various units. Though subsidiaries like
Boston Dynamics were a hit on
YouTube, the long road to
commercialization led to the unit
being shopped for sale in early 2015
(with a buyer still yet to emerge).



6
Most recently, Google's significant
2014 commitments to the smart
home with Revolv, Dropcam ($555M),
and Nest ($3.2B, its largest startup
purchase to date) have also been
troubled by allegations of
mismanagement and employee
attrition. The tensions at Nest came
to a public head with the departure of
Nest co-founder and CEO Tony Fadell in
June. The run-up to Fadell's resignation
saw repeated mentions of friction
among smart home leadership, most
notably a Medium post from Dropcam
founder Greg Duffy (whose Dropcam
team was folded into the Nest smart
home division):
"It was my mistake to sell There is
a lot that I could say about my
extreme differences on
management style with the current
leadership at Nest."
The troubles at Nest can be read as
a failure of the old structure to properly
discipline its various operating units
and harmonize goals and culture
across the Googleplex, even as the
company expanded into new markets
and product lines.
In fact, the Nest division (now a
standalone Alphabet unit) was sidelined
from the company's new smart home
hardware effort, Google Home, just
launched at an October 4, 2016 event.
As Alphabet's de facto smart home unit,
Nest might have seemed the natural
candidate to build a challenger to
Amazon's successful Echo
device. However, the clear threat
to the company's principal search
business coming from Amazon's device,
and the increasing competition with
Amazon as a whole, may have led
Google to conclude it had to develop
Home within the core of the company,
with direct supervision from Google's
executive suite.
Moreover, such a product demanded
close integration with Google's core
search and virtual assistant services.
Nest, at arm's length from core Google,
would have had more trouble crossing
interdepartmental borders and winning
consensus to achieve this.
The new unitized Alphabet structure
could be conducive to more successful
M&A and integration of disparate
businesses. The various divisions under
Alphabet will be able to lobby for
acquisitions aligned with their strategic
interests and roadmaps, but also face a




7
clearer organizational structure leading
to Alphabet's executive suite, as well as
a new mandate for less speculative bets.
Though its robotics and smart home
investments have become cautionary
tales, Google's acquisitions in many
other fields have produced more
unambiguously positive results.
DeepMind, another 2014 purchase
valued somewhere between $500M and
$600M, has cemented Google's
reputation in AI research with its high-
profile AlphaGo and WaveNet
projects and its tech has already been
applied in areas from Google's data
centers to its translation tools.
Beyond the smart home, Mountain
View's intensifying competition with
Amazon has also led to a spate of
acquisitions in cloud and enterprise
services, as well as a different strategic
approach. Google proper has made
bolstering its cloud platform a top
priority, since it has traditionally lagged
Amazon's AWS and Microsoft's Azure in
this area (despite recently winning
strategic cloud clients, including Apple
and Spotify in early 2016).
Google is also relying heavily upon
acquisitions in this area to supplement
internal R&D and bolt value-added
services on top of its platform. In
particular, CEO Sundar Pichai has
said that the company is aiming to
compete with robust, developer-friendly
services, as opposed to providing sheer
scale. Our acquirer analytics data
highlights this effort:

Full version appendix c
A prime example is Google's September
2016 acquisition of Api.ai, a startup
helping developers build conversational
intelligence interfaces. This meshes
nicely with artificial intelligence, the other
pillar of Google's differentiation strategy
(discussed in greater detail within
the industries section).
Its other purchases in this area range
from Stackdriver, Appurify, Firebase, and
Zync Render in 2014 to its acquisitions
of Apigee and Orbitera within the past
two months. Indeed, over half of its 2016
acquisitions to date involve enterprise


8
applications or B2B cloud services.
Many of these have come after Recode's
March report that Google was most
actively hunting for targets in the
enterprise cloud arena.
"Over the past year, according to
someone who recently left Google,
those inbound [acquisition]
requests have come most
frequently from one unit:
Enterprise."
With its cloud push, Google has thus
far focused on multiple targets serving
the mid-market and aimed at adding a
variety of enterprise capabilities, as
opposed to a multi-billion blockbuster
acquisition in the vein of Nest. Its $100M
purchase of billing service Orbitera is
emblematic of this catch-up strategy,
as well as its support of a flexible, "multi-
cloud" world, where large enterprises
increasingly rely on multiple vendors.
It's also worth noting that compared to
leading-indicator bets in promising
but unproven sectors (e.g., autonomous
cars and robotics), Alphabet's string of
cloud and enterprise acquisitions
come in a mature sector with obvious
financial opportunity.
Alphabet's June acquisition of Webpass
also comes from the mature field of
telecommunications. Alphabet's Access
& Energy unit, which encompasses
Fiber, has already announced plans to
leverage Webpass's wireless technology
to reduce the capital expenses and
deployment times associated with
Fiber's costly expansion. In this context,


Webpass appears to be another
immediate-impact acquisition to reduce
losses and drive profitability.
Admittedly, it has been a short year
since the birth of Alphabet, but the
data thus far reflects the new
organization's attempt to balance
moonshots with fiscal responsibility
and clear paths to revenue.
INVESTMENTS
Alphabet's investment activity is closely
watched by competitors and industry
observers alike. A few are made directly
by Google subsidiaries or divisions.
(DeepMind, for example, has invested
directly in telemedicine startup Babylon.)
But the majority are made by Alphabet's
two investment arms: the earlier-stage
focused GV (formerly Google Ventures)
and expansion-stage-oriented
Google Capital.


9
These dedicated investment vehicles
have always emphasized their strategic
independence from Google proper. Last
September's restructuring formalized
this policy, with GV and Google Capital
becoming distinct operating units under
the new holding company. (But they do
share common oversight in David
Drummond, Alphabet's SVP of corporate
development, who also oversees the
corporation's M&A.) We isolated their
activity accordingly, though some
common themes still emerge upon
closer analysis.

Full version appendix d
As the chart above illustrates, the
investment activity of these three units
has fluctuated of late. GV's new deal
activity was already on the decline prior
to Alphabet's formal announcement,
while new growth investments through
Google Capital and direct strategic
investments from Google have both
ticked upwards in recent years.
Google
Beginning with Google proper, the
company's most prominent strategic
investments include several mega-deals
to companies in "frontier" areas such as
augmented reality, space transportation,
and exploration. It has led a $542M
round to stealthy augmented reality
outfit Magic Leap in October 2014,
as well as SpaceX's $1B Series D in
January 2015. Sources indicated
that Google put up nearly $900M of
the latter deal, for a sizable 7.5% stake
in the company.
The financial scale of these
commitments underscores the strategic
weight Mountain View is placing upon
these fields. AR/VR is a central pillar of
Google's forward-looking vision for
computing. Its Magic Leap deal is a
further diversification beyond various
internal efforts (including the new
consumer-ready Daydream mobile VR


10
headset announced at the October 2016
event, along with older efforts such as
Cardboard, Glass, and Tango).
Meanwhile, Google's hefty SpaceX
investment aligns with broader Alphabet
moonshots to improve geospatial data
(Terra Bella, formerly Skybox Imaging)
and drive global internet connectivity
(Access and Energy, Project Loon, etc.).
Cheap and reliable satellite launches will
be a boon to both, and SpaceX head Elon
Musk has also expressed like-minded
ambitions to build a communications
satellite network. Google's direct stake
in satellite services company O3b
Networksthough O3b was acquired for
$1.4B by European satellite
communications company SESis also
thematically linked to these initiatives.
Besides strategic investments, in April
2016 Google also established Area 120,
an in-house startup incubator for
entrepreneurial employees. The move
was partly a defensive one to counter
the outflow of talent to Valley startups.
The incubator's name also references
the less available 20% time, which, like
other Google traditions, has evolved into
a formalized, clearly defined program.
GV
Alphabet's venture capital outfit has
become a prominent player in the VC
ecosystem since its founding in 2009,
consistently ranking as one of the most
active CVCs. We've previously focused
on GV in our comprehensive investor
teardown.
The elephant in the room is that GV
founder and head Bill Maris departed
the firm in early August. Anonymous
sources suggested the Alphabet
reorganization may have played a part
(under Maris, GV has been known for its
decision-making autonomy). However,
the parting was publicly amicable on
both sides, with Maris directly stating
as such:
"I'm leaving because everything is
great It has nothing to do with
Alphabet. Because the change to
Alphabet had little impact with us at
all. We've been independent since
day one."
Nevertheless, one can see that post-
Alphabet, the loss of foundational figures
is a theme that will resurface
across our examination of the
company's other units.
Breaking down overall deal activity
with CB Insight's Investor Analytics
tool, we can see that GV's pace has


11
been trending downwards since a peak
from late 2013 to early 2014, which
saw nearly 30 total deals per quarter
(the number of deals are shown with
the orange line). This aligns with
GV's declining new deal activity that we
saw earlier.

Full version appendix e
GV was founded with a $100M capital
commitment in 2009, which has since
swelled to $500M annually. As GV's
financial resources have grown, it has
increasingly participated in larger
financings, like Uber's $1.2B Series D in
2014 and Jet.com's $500M Series B in
2015. Our Investor Analytics tool
highlights this growth in median deal
size; Q1'16 saw GV jumping into
particularly large deals, including a
$400M Series C to Oscar ($400M) in
February. Overall, the data shows a
sharp rise from the single-digit medians
typical of pre-2015 GV.

Full version appendix f
The decline in deal pace and rise in
investment size coincides with GV's
near-total withdrawal from the seed
market, once its bread-and-butter. Over
the past two years, its seed activity has
fallen almost 85% on a year-over-year
basis, with no new seed deals at all in
the first half of 2016.

Full version appendix g
Bill Maris acknowledged this pullback as
early as last December, citing less
opportunity in the seed space. And in
Maris's exit interview this August, he
also pointed towards the scale of today's
GV as a limiting factor:


12
"When you have a $2.5 billion fund,
a seed investment has to take time
to move the needle."
Meanwhile, GV's geographic focus has
been more static, sticking to US-centric
dealmaking. The firm had launched a
$125M fund in 2014 dedicated to
European investing, with 5 partners to
lead the unit. However, post-Alphabet the
fund was scrapped in December
2015 and absorbed back into the global
vehicle with GV's rebranding.
In roughly a year and a half, the
European arm made less than 10
investments, with its largest deal being a
$60M Series C to flash hotel booking
site Secret Escapes (which it co-led with
Octopus Investments).

Full version appendix h

In terms of sector, GV has always
stressed the firm's "independence" from
the parent company's strategic interests,
and its ability to ostensibly focus on
financial returns and high-risk, but
potentially high-reward moonshot-type
efforts that are the classic province of
traditional venture. Maris himself
personified the Google old guard's
affinity for moonshots. Healthcare is a
prominent example in this regard,
as Maris himself stated in a March
2015 profile:
"If you ask me today, is it possible
to live to be 500? The answer is yes
If given the choice between
making a lot of money or finding a
way to make people live longer,
what do you choose?"


13


62
9
16
211
490
1200
1400
2010
2011
2012
2013
2014
2015
2016 (YTD)
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leading media outlets every week
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14
Indeed, GV has heavily committed to
financing healthcare startups. These
range from digital health companies
(Flatiron Health) to providers (One
Medical), as well as startups in fields
like genomics (Editas, Foundation
Medicine, 23andMe). In recent years,
the firm has devoted a growing share of
its deals to such companies.
By March 2015, Maris disclosed in a
Bloomberg interview that 36% of the
fund's assets were invested in life
sciences, up from 6% in 2013.

Full version appendix i

Full version appendix j
These investments parallel the efforts of
other Alphabet subsidiaries Verily and
Calico in transformative health research.
These links are not surprising given Bill
Maris's life sciences background; in fact,
the former biotech portfolio manager
was directly involved in the conception
of Calico, Alphabet's mysterious anti-
aging subsidiary.


15
At CB Insights, we've conducted
in-depth research into GV's other areas
of interest, spanning everything
from AR/VR and drones to fintech,
cybersecurity, and AI. Naturally, the
breadth of both GV's portfolio combined
with Alphabet's dizzying array of
operations has led to substantial
overlap. At least half a dozen GV
portfolio companies were eventually
acquired by Mountain View, most
notably Nest in 2014.
On the other hand, Uber has suddenly
become an example of the potential for
strategic dissonance between a GV
investment and Alphabet itself.
Competitive pressure has risen as Uber
has made serious moves to build out its
own autonomous vehicles, while Google
has begun leveraging driving app
Waze (acquired in 2013) to explore the
ride-sharing market through a new

car-pooling feature. Though still in its
early stages, this ride-sharing service
might grow to rival UberPool.
In response, Uber began shutting
out Alphabet exec and top dealmaker
David Drummond from board meetings,
leading him to step down. The ride-
hailing company has also shielded
information from board observer David
Krane, the longtime GV partner tapped
as Bill Maris' successor.
With a number of $1B+ exits under his
stewardship, Maris now leaves
GV with both a strong record and
uncertain future. As much of the firm's
strategy was rooted in its leader, it
remains to be seen how GV's investment
style and philosophy will change under
David Krane.

Full version appendix k
Google Capital
Google Capital is the adolescent of the
Alphabet investment family, founded in
2013. As a growth equity fund, the
investment arm obviously differs from
its elder sibling with its focus on later-
stage commitments. Its investment
target is said to be $300M annually, a
healthy sum that nevertheless lags that
of the senior GV.
As mentioned, Google Capital has also
presented itself as a returns-based
(rather than strategic) corporate
investor. However, the growth fund does
leverage the engineering expertise,


16
recruiting infrastructure, and general
cachet of its Googleplex mothership as
key selling points. The sister firm
promises some of the same access in
this regard. Edward Kim, CTO of portfolio
company Gusto, singled out the
structure for praise:
"They really have carte blanche
within Google to find that one
person and have that one person
solve our problems. They actually
bring a lot more to the table other
than money."
Since its formation, Google Capital has
generally maintained a lower profile than
GV. The investment arm has typically
committed to 1-3 deals per quarter, with
a noticeable spike in Q3'15:

Full version appendix l
Google Capital most often participates
in rounds between $25M and $100M,
though it is not averse to larger deals,
such as CloudFlare's Series D ($110M),
FanDuel's Series E ($275M), or Oscar's
Series C ($400M).

Full version appendix m
The fund's investment syndicate reflects
a general pattern of co-investing with
and following leading Silicon Valley
firms, as well as notable hedge fund and
mutual fund tech investors in Tiger
Global and Fidelity.



17
GV rarely invests ahead of Google
Capital. The firm does appear further
down Google Capital's list of
co-investors, but this may be more by
coincidence of chasing top deals than
anything else. However, if GV's move
away from the early-stage market holds,
the two investment units might see
increasing overlap moving forward.

Full version appendix n
The fund's most unique deal of late
was its first public market investment
in Care.com. Earlier this June, Google
Capital announced a $46.35M
investment in the care services
company, which had been publicly
traded since January 2014. This
transaction means the investment
unit is now straddling private and public
markets, the same territory as some of
its mutual and hedge fund co-investors,
with Google Capital partner Laela Sturdy
remarking on the fund's agnostic
stance toward targets' status as publicly
traded or private:
"Care.com exemplifies the kind of
company that we want to invest in.
We've been focused on growth-
stage companies, and really our
only criteria is their having Google-
sized aspirations."


It will be interesting to see whether
Google Capital will pursue more PIPE
(private investment in public equity)
deals going forward, or if it will
stick to traditional private growth
equity investments.
PATENT DATA ANALYSIS
Using CB Insights patent data,
we've also sifted through trends on
the company's research activity. This
analysis comes with a few caveats,
primarily that the patent filing process
involves a significant time lag before the
publishing of applications. This delay
can range from several months to over
two years. We also focused on Google
proper for the purposes of this analysis,
which would exclude patents absorbed
through external acquisitions.
Also worth noting is Google's historical
stance on patents. In the past, company
executives including Larry Page and


18
Sergey Brin themselves had opposed
excessive patenting as a threat to the
innovative spirit of Silicon Valley. When
Steve Jobs released the first iPhone,
Google had just 38 patents to its
name in all. In 2011, Google SVP
General Counsel Kent Walker outlined
the company's general distaste for
the patent system and its desire to
see reform:
"A patent isn't innovation. It's the
right to block someone else from
innovating."
However, as the threat of smartphone
litigation intensified in the early 2010s,
Google was forced to reverse its
stance. It purchased Motorola Mobility
in 2012 for $12.5B, the company's
largest acquisition to date, adding a
wealth of handset patents to its growing
IP arsenal. Google itself also began
submitting patent applications at a
blistering pace.

Full version appendix o
We also mined each year's applications
to tease out recurring keywords
from the patent abstracts, using a
frequency weighting scheme to surface
words and phrases. Note that records
prior to 2014 are likely complete, but
analysis for the most recent years only
includes applications published to date.
The keyword data highlights patent
activity related to several of Google's
bleeding edge product initiatives.
Mountain View's patents highlight the
emergence of its Glass eyeglass
computing device and other wearable
research. "Balloon" also makes an
appearance in 2014 and tops the
list in 2016 to date, as development of
Project Loon's balloon-powered internet
network continues.

Full version appendix p


19
The rising frequency of "vehicle" also
reflects Google's concerted efforts in the
self-driving vehicle space, where it has
been expanding its test fleet and
searching for automakers to partner
with. In fact, applications with
automotive keywords in them surged in
2012 and continued to increase in more
recent years, including 2014 where the
patent data is perhaps incomplete and
so may reveal even more automotive
applications as these documents are
made public.

Full version appendix q
Many of these patent-generating
moonshots, of course, including the self-
driving car project, have been run out of
Google's X lab. Since its founding in
2010, the X lab has tried to succeed as a
cutting-edge corporate research arm
where others like PARC and Bell
Labs eventually failed for their parent
companies (at least financially).
As shown by our Trends tool, which
mines millions of media articles for
insight into tech trends, the term
"moonshot" for a time closely tracked
the popularity of the term "Google X." In
other words, Google's lab has come to
be inextricably related to the concept of
a moonshot but, like traditional
operators of corporate innovation labs,
Alphabet is no longer eschewing the
patent system.

Full version appendix r
In the next section, we'll take a closer
look at some of Google's priority projects
and how they fit into Alphabet's
strategies for specific industries.
ALPHABET INITIATIVES BY
SECTOR
Much like its investment arms,
Alphabet's other subsidiaries (including
Google itself) operate across a laundry
list of disparate sectors. Here, we've
grouped Alphabet's activities by focus
areas and dug into their programs within
each. Again, what follows is not a


20
comprehensive listing of all the
company's many initiatives, but rather a
consolidated overview of its current
fields of interest.
Artificial intelligence
In a keynote presentation in October
2016 to launch its new high-end Pixel
smartphones, Google CEO Sundar Pichai
said the world is moving from a "mobile-
first" reality to an "AI-first" paradigm.
Google is intimately linked with the
trendy field of AI, and has been highly
acquisitive within the space, ranking
as the most active corporate buyer
of AI companies.

Full version appendix s
Internally, Google Brain exemplifies the
successful graduation of an X project.
Last year Astro Teller described Google
Brain as "producing in value for Google
something comparable to the total costs
of Google X," developing TensorFlow and
improving core capabilities from
translation to voice search. Sundar
Pichai also repeatedly emphasized
machine learning to investors during
Alphabet's Q2'16 earnings call:
"Machine learning is the engine that
will drive our future more than
100 teams are currently using
machine learning at Google, from
Street View to Gmail to Voice
Search and more."
Beyond concrete products, a
DeepMind-derived system has even
helped to realize cost and environmental
savings at Google's power-hungry data
centers, improving power usage
efficiency by 15%.
As Google is applying machine
intelligence and learning across its
businesses, we will similarly thread
insights on its AI activities across the
relevant focus areas below.



21


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Cloud & enterprise
Google's cloud and enterprise services
have rapidly ascended the company's
list of priorities, as borne out by its
acquisition spree. Pushing further into
the lucrative cloud services market is a
logical extension of Alphabet's emphasis
on opportunities with more immediate
financial upside (as of last quarter,
Amazon's AWS division alone
generated nearly $10B in trailing
12-month revenue).
Immediately following Alphabet's
formation, Google tapped former
VMWare CEO Diane Greene to head this
drive as SVP of Google Cloud Enterprise,
a new unit encompassing Google for
Work, Cloud Platform (Google's answer
to AWS), and Google Apps. Google has
begun repositioning its branding
accordingly, with Google For Work
rebranding as G Suite in September


2016. Hangouts and the unloved
Google+ network are also being pivoted
towards enterprise users.
We've seen that Google is acquiring and
building numerous developer-friendly
services to differentiate its platform.
However, as with many of its efforts,
Google is also leveraging its machine
learning expertise here to gain a leg up
on entrenched rivals.
Google Brain and the company's AI
acquisitions have been instrumental in
pushing these advances, while also
serving double duty to remind casual
observers of Mountain View's perceived
leadership in the AI space. However, as
our Trends analysis below shows,
Google still lags behind Microsoft Azure
and AWS in terms of media buzz
regarding its cloud products.

Full version appendix t
Though Google remains behind Amazon,
Microsoft, and even IBM, early returns
have been positive. Google's "other
revenues" (which includes Cloud as well
as licensing fees, hardware, and other
non-ad businesses under Google proper)
notched a Q2'16 figure of $2.2B on 33%
year-over-year growth. As company
executives were quick to note, cloud
services were the primary driver of this
increase and will remain a cornerstone
of Google's strategy to find new avenues
for growth.


23
Consumer hardware & platforms
We've touched on this already, but
Alphabet's consumer-facing arms have
struggled to balance their penchant for
radical projects with financial
pragmatism. Nest's recent turmoil
has been well-documented both here
and elsewhere, but other units are
facing headwinds of their own.
While X was spun out of Google, the
Advanced Technology and Projects
(ATAP) skunkworks focused on "epic
shit" remained integrated with the
company proper. However, like other
divisions, the consumer-focused
skunkworks also suffered from the loss
of its foundational leader this year;
founder and former DARPA director
Regina Dugan was poached by
Facebook in April.
Google has since brought ex-Motorola
president Rick Osterloh back on board
to head yet another reshuffling, bringing
together disparate consumer teams
such as ATAP, Chromecast, Nexus, Pixel
smartphones, and Glass (the latter
formerly under Tony Fadell's purview).
The new hardware division recently
shelved Project Ara, the once-hyped
modular smartphone in development
since 2013.
Google has doubled down on its own
branded handset hardware lines Nexus
and Pixel, with the latter due to supplant
the former, and has done so supported
by formal distribution agreements with
major carriers. Google's consumer
devices now span various smartphones,
tablets, laptops, and a reported hybrid
device running Andromeda, a unified
Android and Chrome OS. The company
continues to lean heavily on a rotating
cast of manufacturing partners
(Samsung, HTC, Huawei, etc.) to
produce its devices.
Notably, Google's just-announced
Pixel line dispenses the branding of
manufacturers altogether, relegating
partner HTC into a contract
manufacturer a la Foxconn (which
reportedly led Huawei to back out of
the project). The new phones, along with
Home and Daydream, were announced
at the company's previously mentioned
"Made by Google" event in October.
The product blitz set the tone for
Osterloh's new hardware division, with
the Google-centric branding suggesting
that the company would somewhat
mimic Microsoft's Surface line,
moving closer to Apple's model with
oversight of both hardware design and
software services. The premium pricing
of the new Pixel devices aligns precisely
with the pricing of Apple's iPhone 7
lineup; here again, Google is now
chasing a piece of a high-margin pie in
a mature industry.


24
Google is also looking to the future
with conversational intelligence
platforms, from messaging via Allo to
the smart home. Additionally, the new
Pixel smartphones have exclusive
built-in features tied to AI, including the
new virtual Google Assistant as well as
unlimited photo and video storage for
Pixel owners. At least for now, Google
is reserving its new voice Assistant
exclusively for its branded Pixel and
Home devices (Assistant is available
as a chatbot though Allo, but without
voice integration).
Google has already been utilizing
AI to differentiate its consumer cloud
products, such as its Photos product
which features natural language
searches and automatic face and
object recognition.
In both hardware and messaging,
Google is arriving late to the party, but
these moves are vital for Mountain View
to defend both its reputation for AI
expertise and centrality as a search
platform. Each query handled through an
Alexa- or Siri-driven device threatens the
foundation of Google's current revenue
model. Even if Google does succeed
here, though, a voice-centric search
landscape might still upend the
traditional web search-ad display
paradigm that it has depended on for
over a decade.
At the same time, if Google can
differentiate its devices and services
through the quality of its AI, it will have
an opportunity to create new, potentially
high-margin business lines even as it
strengthens its hand against Apple and
Amazon by carving out market share.
AR/VR
Alphabet's AR/VR strategy has, in classic
fashion, involved multiple projects
running in parallel. The company's plays
range from budget VR (Cardboard)
to AR (Glass) hardware to both VR
(Daydream) and AR (Tango) platforms,
as well as its aforementioned Magic
Leap stake. We've examined Google
and other tech corporates' approaches
in our Augmented & Virtual Reality
research briefing. The Daydream
headset is interesting from a product
innovation point of view, as it is the first
headset to be made from fabric as
opposed to a clunky set of plastic
goggles, a design tailored towards
mass-market consumers new to
the VR concept.


25

Full version appendix u
In fact, the chatter around Google
and AR/VR has increasingly been tied
to VR and not AR, which is not surprising
given the fact that its AR wearable
product Google Glass flopped,
and that Daydream has now become
the company's standard bearer
in the category.

Full version appendix v
Telecommunications & energy
Alphabet has also funneled billions to
improve internet accessibility worldwide
across external investments (SpaceX,
O3b Networks), acquisitions (Titan
Aerospace, now Project Skybender), and
a number of internal projects. What
began as an experiment with Google
Fiber has morphed into an attack on
traditional telecom providers in certain
markets, providing gigabit internet and
television service to over a half-dozen
metropolitan areas.
However, Fiber has grappled with
the costs of deploying a fiber-optic
network for some time, not to mention
regulatory and legal challenges from
incumbents. (Fiber has been cited as the
largest single expense in Alphabet's
"Other Bets," the conglomerate's
umbrella term for the financial reporting
of its moonshots.) Where capex once
flowed freely, Fiber is now inviting
of post-Alphabet financial scrutiny;
highlighted by August reports of
strict demands directly from
executive leadership:
"Alphabet CEO Larry Page
[demanded Fiber] to reduce
customer acquisition costs to one
tenth their current level while
asking Fiber chief Craig Barratt to


26
cut the unit's workforce in half,
from 1,000 people to 500."
As we noted above, the Webpass
acquisition appears to be a salve that
will go directly towards staunching
these losses.
Other initiatives include Google's
Project Fi mobile virtual network
operator (MVNO), which the
company cites as an "experiment"
and motivator for incumbent carriers
to improve (much in the original vein of
Fiber). An MVNO, in essence, buys
bandwidth from wireless carriers and
markets cell services under its own
brand and with its own pricing and
support schemes.
In this sense, Fi is already succeeding,
with Comcast announcing plans to
launch a similar MVNO in 2017.
However, Fi has already brought on US
Cellular and Three to complement
launch partners T-Mobile and Sprint, and
Google Fiber's shift towards wireless
technologies may also lead to some
synergies between the services.
Projects Link, Skybender, and Loon are
targeting wholly different demographics
in remote areas and emerging markets,
but they are clearly extensions of the
same universal-broadband-access
philosophy. Like other X units, Project
Loon recently looked outside the
organization for veteran industry
leadership, bringing on Tom Moore of
WildBlue to nudge the project towards
commercialization. Loon is yet another
project utilizing Google's machine
learning prowess, employing algorithms
to optimize the positioning and
navigation of its balloons.

Were any of these moonshots to
"graduate" from X, it would be easy
to envision them coalescing under
Alphabet's Access & Energy banner.
The A&E unit has been rumored to be
slated for a rebrand, but still includes
Alphabet's energy efforts for the time
being. Project Sunroof is one such
initiative, and the Makani airborne wind
turbines (acquired in 2013) would be
another natural candidate if successful.
Transportation & logistics
The Google Self-Driving Car Project
predates the 2010 formation of Google
X; its tenure and public visibility has
made it a de facto banner-carrier for the
division. The company has invested
accordingly, with a rumored $10B
earmarked for the long-term program.
Just prior to the Alphabet reorg, the
project hired its own industry veteran,
John Krafcik of Hyundai America and


27
TrueCar. The move was widely seen as a
push to formalize the half-decade
vehicle effort as a standalone unit, which
Astro Teller described as "in the middle
of graduating from X" in an April
interview. (Despite X's separation from
Google proper, the car project has
retained its original branding for now.)
Indeed, the Google car project has made
strides in widening its testing scope
beyond Mountain View to Texas,
Arizona, and Washington state. It also
secured its first partnership with a major
automaker (Fiat Chrysler) in May, and
brought on a legal lead in July.
However, longtime team members have
departed the project. August saw the
departure of project CTO Chris Urmson,
and former engineers have also left to
found startups such as Otto and Nuro.ai.
The company's pole position in the
autonomous race is up for debate
as other players have flooded in, as
our Trends tool tracking of buzz around
self-driving corroborates:

Full version appendix w
On the logistics side, Alphabet has
Google's Express same-day delivery
service, which expanded into fresh
groceries in February.

Under X, there is also Wing, the
automated aircraft project that just
partnered with Chipotle to test burrito
delivery at Virginia Tech.
As with other sectors, both delivery
programs are defensive bulwarks
against drone and other logistics
initiatives from Amazon, given the e-
commerce giant's threat to Google's
product search traffic. They also bring
Alphabet into competition with
companies like Instacart, FreshDirect,
and of course Uber, which we've already
cited as a budding rival in autonomous
driving and ride-sharing. Project Wing
also shares conceptual ground with a
growing number of automated delivery
drone startups.
Healthcare & digital health
As we've seen, GV has invested heavily
in healthcare and digital health startups
under Bill Maris. Though it remains to be


28


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29
seen whether this will continue under
GV's new leadership, Alphabet has two
other distinct subsidiaries dedicated to
life sciences research.
Of the two, Verily (f.k.a. Google Life
Sciences) is the more recent construct,
formed in December 2015 to corral a
number of projects, including smart
glucose-sensing contact lenses,
nanodiagnostics, and stabilized
spoons to counteract tremors (acquired
via Lift Labs). Verily has also partnered
with top healthcare brands including
Johnson & Johnson (Verb Surgical),
GlaxoSmithKline (Galvani
Bioelectronics), and Dexcom
(continuous glucose monitoring),
among others.
Verily is yet another Alphabet unit that
has been criticized for unclear paths to
market. There has been some drain
of top Verily talent, with veteran
Googlers returning to the mothership
or departing for competitors. Skeptical
observers have also questioned the
effectiveness and practicality of Verily's
programs, including Stanford's professor
of disease prevention.
"One needs to balance how much
these toys are used mostly for
marketing and for giving a sense of
a company really working on
something impressivethe brave
new worldor if we're talking about
something that will have clear and
immediate clinical impact The
latter is very hard to imagine."
Meanwhile, Calico embodies the true
spirit of moonshot philosophy, aiming to
prolong human lifespans by
understanding the genetics of aging and
combating age-related diseases. Unlike
its sibling, Calico has hired medical
experts from primarily external sources,
rather than the Googleplex itself. As of
September 2015, Google had disclosed a
$240M budget for the unit, with pledged
support of up to $490M as necessary.
Understandably given its mission,
Calico is stealthy and shrouded in
some mystery, having less in the way
of tangible products and a greater
emphasis on long-term research
projects. (Verily does have a corollary
in its Baseline genomics study.)
Calico's corporate website is sparse,
but still discloses a handful of notable
collaborators, including AbbVie,
AncestryDNA, and several universities.


30
Under Google proper, even its
DeepMind unit has recently displayed
interest in the healthcare space, with its
aforementioned investment in
telemedicine startup Babylon.
DeepMind also acquired clinical task-
management app Hark in February
2016, while simultaneously setting up
its DeepMind Health division as it
seeks more potential outlets for applied
AI developments.
Fintech
We've written extensively about
Alphabet's forays into fintech, so we
will just touch on a few key areas here.
In terms of investments, both GV and
Google Capital's portfolios prominently
feature their stakes in fintech startups.

Full version appendix x
Insurance tech has been a particular
focus, with the company securing at
least 6 distinct partnerships and
investments in 2015. These range from
Nest's insurance tie-up with American
Family to its now-defunct Google
Compare partnership with
CoverHound and Compare.com.

Full version appendix y
In July, Google also announced the
banning of payday loan ads on its
advertising networks, a topic we covered
with Arjan Schtte during our Future of
Fintech conference. On the payments
side, Mountain View shut down physical
Google Wallet cards in June, but
continues to maintain the platform
alongside its Android Pay sibling. The
latter faces competition not only from
Apple but also Android licensees like
Samsung, which have developed their
own mobile payment platforms.


31
FINAL WORDS
Taken in full, Alphabet is very much
in a transitional phase as it grows into
its new corporate structure. Corporate
objectives have been reoriented
towards more coordinated goals and
divisional profitability.
Alphabet has already brought greater
clarity and accountability to units whose
strategies have long been uncertain.
Observers and shareholders alike have
cheered the new divisions, hardware and
software teams, and focus on veteran
industry leadership.
Still, redundancies remain apparent
among its many programs and most
X projects have survived the transition.
As Alphabet places greater weight on
profitability and commercial potential,
as well as a more focused approach to
meet the challenges of competitors, it
has settled on one main weapon:
artificial intelligence. AI will be its main
differentiator used in fending off
competitors and growing new markets.
But it remains to be seen whether
betting the farm on AI will keep Google
ahead. Much depends on execution, and
simultaneous success in newer verticals
like transportation, cloud services,
healthcare, and consumer hardware.
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LET'S GO!