BEST OF DISRUPTION 2016
The Year's Best Research On Innovation,
Startups, & Disruption
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Table of Contents
The Top 100 Venture Capitalists ........................................................................................................................................................................... 1
From Virtual Nurses To Drug Discovery: 90+ Artificial Intelligence Startups In Healthcare ............................................................................ 2
The Race For AI: Google, Twitter, Intel, Apple In A Rush To Grab Artificial Intelligence Startups .................................................................... 5
The Industrial IoT: 56 Startups ............................................................................................................................................................................... 8
The Store Of The Future: 133 Startups Transforming Brick-And-Mortar Retail In One Infographic .............................................................. 11
The United States Of Startups: The Most Well-Funded Tech ............................................................................................................................ 16
The Digital Hospital: 80+ Companies Reinventing Medicine In One Infographic ............................................................................................ 18
The Most Active VCs In The Internet Of Things And Their Investments In One Infographic ......................................................................... 21
56 Startups Making Cities Smarter Across Traffic, Waste, Energy, Water Usage, And More ......................................................................... 23
Disrupting The Auto Industry: The Startups That Are Unbundling The Car ..................................................................................................... 25
The Top 100 Venture
Capitalists
We started working with The New York
Times in late 2015 to identify and rank
the top 100 venture capital
professionals using the CB Insights
Investor Mosaic algorithm.
It is a purely data-driven / algorithmic
ranking that uses CB Insights data. We'd
gathered this data via our machine
learning technology (dubbed The
Cruncher) as well as via several
thousand direct submissions from firms
and individual professionals using The
Editor.
The Investor Mosaic page walks
through the factors considered in the
algorithm in some detail but at a high-
level, it considers several factors
including:
An investor's exits the
frequency/volume, size, and
stage of entry
Network centrality connectivity
to other investors. Think of it as
akin to Google Pagerank.
Consistency stage, industry
consistency of investments

Illiquid portfolio company value
frequency, size and stage of
entry in high value (but un-exited
companies). Given relatively less
weight as these are paper
valuations
Recency of performance Our
focus was on these metrics since
2008. As a result, we didn't give a
lot of credit to those who made
glorious picks in the 80s, 90s, or
early 2000s. This is a ranking of
today's best VCs not the best
VCs in history.
Click here for the full list.

We worked with The New York Times and used the CB Insights
Investor Mosaic algorithm to develop a data-driven ranking of the
top venture capital partners. Here are the top 100.
MARCH 13, 2016
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From Virtual Nurses To Drug
Discovery: 90+ Artificial
Intelligence Startups In
Healthcare
In our quarterly analysis of companies
pursuing healthcare-focused
applications of AI, we reported that
deals leapt from less than 10 in 2011 to
60 in 2015. So far this year (as of
8/23/2016), companies in this space
have raised over 55 equity funding
rounds. Some of the recent deals
include a $25M Series A round raised by
London-based health services
startup, Babylon Health, backed by
investors including Kinnevik and
Khosla Ventures has backed 5 of the startups on the map.
AUGUST 31, 2016
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Google-owned DeepMind Technologies
(Babylon will reportedly roll out a Siri-
like voice recognition interface this
year), and a $154M Series A round
raised by China-based iCarbonX.
"By 2025, AI systems could be
involved in everything from
population health management, to
digital avatars capable of
answering specific patient queries."
Harpreet Singh Buttar, analyst at
Frost & Sullivan."
We identified over 90 companies that
are applying machine learning
algorithms and predictive analytics to
reduce drug discovery times, provide
virtual assistance to patients, and
diagnose ailments by processing
medical images, among other things.
We first published the market map
below in April 2016. It has been updated
since then to include companies that
have raised an equity funding round
since January 2013, and exclude exited
companies like MetaMind, which was
recently acquired by Salesforce.
A few investment highlights:

Increasingly crowded imaging &
diagnostics: 17 out of the 22
companies under imagining &
diagnostics raised their first
equity funding round since
January 2015 (this includes
1st Seed or Series A rounds, as
well as a first round raised by
stealth startup Imagen
Technologies). In 2014, Butterfly
Networks raised a $100M Series
C, backed by Aeris Capital and
Stanford University. This was the
third-largest equity round to AI in
healthcare companies, after
China-based iCarbonX's $154M
mega-round and two $100M+
raises by oncology-
focused Flatiron Health.
VCs invest in drug
discovery: Startups are using
machine learning algorithms to
reduce drug discovery times, and
VCs have backed 6 out of the 9
startups on the map. Andreessen
Horowitz recently seed-
funded twoXAR, developer of the
DUMA drug discovery platform;
Khosla Ventures and Data
Collective backed Atomwise,
which published its first findings
of Ebola treatment drugs last
year, and has also partnered with
MERCK; Lightspeed Venture
Partners invested in Numedii in
2013; Foundation Capital
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participated in 3 equity funding
rounds to Numerate.
Khosla Ventures backs 5
companies: Khosla Ventures has
been the most active VC investor
in the space, having backed 5
unique companies: California-
based Ginger.io, which focuses
on patients with depression and
anxiety; healthcare analytics
platform Lumiata; Israel's Zebra
Medical Vision and California-
based Bay Labs, which apply AI
to medical imaging; as well as
drug discovery
startup Atomwise.
AI in oncology: IBM Watson
Group-backed Pathway
Genomics has recently started a
research study for its new blood
test kit, CancerIntercept Detect.
The company will collect blood
samples from high-risk
individuals who have never been
diagnosed with the disease to
determine if early detection is
possible. Other oncology-focused
startups include Flatiron
Health, Cyrcadia (wearable
device), CureMetrix, SkinVision, E
ntopsis, and Smart Healthcare.
Remote patient monitoring: New
York-based AiCure raised $12.3M
in Series A funding from
investors including Biomatics
Capital Partners, New Leaf
Venture Partners, Pritzker Group
Venture Capital, and Tribeca
Venture Partners, for the use of
artificial intelligence to ensure
patients are taking their
medications. California-
based Sense.ly has developed a
virtual nursing assistant, Molly, to
follow up with patients post-
discharge. The company claims
Molly gives clinicians "20% of
their day back." Sentrian, backed
by investors including frost Data
Capital, analyzes biosensor data
and sends patient-specific alerts
to clinicians.
Core AI companies bring their
algorithms to healthcare: Core AI
startup Ayasdi, which has
developed a machine intelligence
platform based on topological
data analysis, is bringing its
solutions to healthcare providers
for applications including patient
risk scoring and readmission
reduction. Other core AI startups
looking at healthcare
include H2O.ai and Digital
Reasoning Systems.
Click here for the full list.
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The Race For AI: Google,
Twitter, Intel, Apple In A Rush
To Grab Artificial Intelligence
Startups
Nearly 140 private companies working
to advance artificial intelligence
technologies have been acquired since
2011, with over 40 acquisitions taking
place in 2016 alone. Corporate giants
like Google, IBM, Yahoo, Intel, Apple and
Salesforce, are competing in the race to
acquire private AI companies, with
Samsung emerging as a new entrant in
October with its acquisition of
startup Viv Labs, which is developing
DECEMBER 6, 2016
Nearly half of the AI companies acquired since 2011 have VC
backing.
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a Siri-like AI assistant, and GE making 2
AI acquisitions in November.
Google has been the most prominent
global player, with 11 acquisitions in the
category under its belt.
In 2013, the corporate giant picked up
deep learning and neural network
startup DNNresearch from the
computer science department at the
University of Toronto. This acquisition
reportedly helped Google make major
upgrades to its image search feature. In
2014 Google acquired British
company DeepMind Technologies for
some $600M (Google
DeepMind's program recently beat a
human world champion in the board
game "Go"). This year, it acquired visual
search startup Moodstock, and bot
platform Api.ai.
Intel and Apple are tied for second
place. The former acquired 3 startups
this year alone: Itseez, Nervana
Systems, and Movidius, while Apple
acquired Turi and Tuplejump recently.
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Twitter is the next most-active acquirer,
with 4 major acquisitions, the most
recent being image-processing
startup Magic Pony.
Salesforce, which joined the race last
year with the acquisition of Tempo AI,
has already made two major
acquisitions this year: Khosla Ventures-
backed MetaMind and open-source
machine-learning server PredictionIO.
GE made 2 acquisitions in November
2016: AI-IoT startup Bit Stew Systems,
and CRM-focused Wise.io.
We updated this timeline in November
to include acquirers that have made at
least 2 acquisitions since 2011.
Click here for the full list.
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The Industrial IoT: 56 Startups
Transforming Factory Floors,
Oil Fields, And Supply Chains
With connected devices
like Nest and Sonos breaking into the
mainstream, the IoT has become one of
the most-discussed tech trends of the
last twenty years. And the hype is well
founded: IoT startups have attracted
a cumulative $7.4B in venture
investment over the past 6 years,
according to our data.
But the IoT extends well beyond the
home and consumer-level
gadgets. Asset-heavy industries like
So far, the IIoT wave transforming heavy asset industries has been
led by the old guard of tech giants such as GE, IBM, and Cisco.
JANUARY 11, 2016
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manufacturing, logistics, mining, oil,
utilities and agriculture have also begun
to apply IoT systems to improve
efficiency and results. With machines
and specialized sensors collecting data
at every step of production, the potential
gains from the Industrial Internet of
Things (IIoT) are enormous.
So far, the IIoT wave has been led by the
old guard of industrial tech companies
such as GE, IBM, and Cisco, who
envision the IIoT as a core component
of their future businesses. GE, in
particular, pioneered the term "Industrial
Internet" when announcing its $1.5B
R&D commitment back in 2012.
But more and more startups are
attacking the needs of heavy industry by
developing sensors, cloud platforms,
networking infrastructure, as well as
machine learning software to extract
insights from the deluge of data.
We mapped the startup landscape into
9 major categories:
Manufacturing & Supply Chain
These companies are using connected
objects to enhance data collection in
manufacturing and in the supply chain.
These companies include CargoSense's
connected black boxes for detecting the
movement of containers as they are
shipped. Also included here are
manufacturing robots like Momentum
Machines and Rethink Robotics, along
with warehouse robots like RoboCV.
Extraction & Heavy Industry
This section encompasses sensor
platforms designed for use in hard-hat
environments like the oil and gas,
mining, and construction industries.
Some startups are focused on specific
verticals. Groundsensing (locating
wells), Tachyus (extracting oil and gas),
and Aptomar (spill safety) make sensor
networks for oil and gas production.
And Skycatch employs UAVs to capture
data for the rendering of construction
sites in 3D.
Network Infrastructure & Sensor
Developers
Companies here are are building out the
networks and developing the physical
sensors that will undergird the IIoT as a
whole. Samsara and DorsaVi develop
industrial-grade sensors for a variety of
applications including fleet
management, machines, energy, and
industrial wearables. Others
like SigFox have built out the wireless
networking for the IIoT.
Utilities & Smart Grid
Startups in this area develop tech that
enables more efficient distribution of
electricity, gas and water, and often
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market to utility
companies. Trilliant, Tendril,
and BluePillar are smart-meter enabled
solutions for utilities and large
enterprises to manage usage and
reporting.
Cloud Platforms
Cloud vendors here commonly market
themselves as platforms-as-a-service
(PaaS) companies that allow other IoT
and IIoT companies to manage and
maintain their device
networks. Meshify and TempoIQ are
examples here.
Big Data Analytics & Machine Learning
SaaS
Big data software-as-a-service
companies, or machine learning
technology, allows companies to find
insights and derive predictive analytics
such as when machines will need
maintenance.
Transportation & Fleet
Startups in this category are changing
the landscape for connected vehicle
fleets. Telogis and Greenroad, for
example, develop fleet-tracking
platforms using telematics data from
large trucks. Others like Metromile are
changing fleet insurance by using
connected hardware to prorate
insurance by mileage, a technology that
is already being deployed to insure Uber
drivers.
IIoT Cybersecurity
This category includes startups that are
focusing on the large task of securing
connected industrial IoT applications
from cyberattack. The IIoT has already
suffered serious hacks; a German steel
mill suffered "massive damages" after
hackers accessed a blast furnace that
workers could not properly shut
down. Bastille is one of several startups
in the space.
Click here for the full list.
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The Store Of The Future:
133 Startups Transforming
Brick-And-Mortar Retail In
One Infographic
Brick-and-mortar retail is a high-stakes
business. And, while it might seem as if
e-commerce has taken over, Americans
still do over 90% of our shopping in
physical stores. In fact, one of the latest
trends in retail is the launch of physical
stores by online e-commerce
companies, including Amazon, Warby
Parker, and Birchbox.
To help retailers bridge the gap between
digital and physical
Startups are outfitting retailers with augmented reality, beacons,
wearables, and more to bridge the gap between digital and
physical shopping.
SEPTEMBER 28, 2016
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commerce, and keep up with e-
commerce competitors, dozens of
startups have developed in-store
technology ranging from shelf-stocking
robots, to augmented reality displays, to
Wi-Fi-based beacons that collect data
on shopper behavior. Many companies
focus on optimizing existing store
operations with the injection of cloud-
based software and mobile apps,
helping retailers manage things like
employee scheduling, mobile payments,
coupons, and shelf stocking. Others
have paved entirely new paths for data
collection and shopper engagement.
Many even leverage frontier
technologies such as artificial
intelligence, augmented/virtual reality,
and Internet of Things connectivity.
This infographic is not exhaustive of
companies in the category. We included
private, active companies only.
Category breakdown:
Augmented/Virtual Reality Tools -
Startups that leverage augmented or
virtual reality to aid retailers in layout of
stores and the design of promotional
displays. InContext Solutions, which has
worked with clients like Walmart, Nestle,
and Kellogg's, lets brands visualize
marketing concepts and test new
designs on shoppers in virtual reality to
gauge their efficacy before
launch. Augment aims to help brands,
such as General Mills, L'Oreal, and
Coca-Cola, pitch their vending
machines, kiosks, or merchandise
displays to retailers by showing how
they would look in augmented/virtual
reality.
Beacon-Based Analytics and Marketing
- Companies that provide hardware and
software to help stores track visitors.
Many focus on data collection for
internal analytics, such as merchandise
tracking, adjusting staffing levels,
monitoring promotions, etc. Euclid
Analytics, for example, tracks visitors to
monitor the impact of promotions on
driving store visits and to better
understand when people visit stores
and specific aisles. Others focus on
proximity marketing to shoppers while
in or near stores. For
example, Estimote provides small,
colorful beacons that send push
notifications to users' phones about
products or promotions when it senses
someone near. Kimetric's sensors aim
to visually identify shoppers' age,
gender, eye focus, and clothing style to
present them with personalized
marketing. This category includes the
most well-funded company in the
graphic: RetailNext, with $189M in
funding, offers traffic sensors, customer
route mapping, mobile marketing, and
more.
Connected Shopping Carts - Startups
that outfit shopping carts with digital
features. For
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example, Gatekeeper and Carttronics ou
tfit shopping carts with RFID tags to
track the carts and prevent theft.
Customer Loyalty - Reward and loyalty
platforms for
retailers. Thirdshelf provides white-label
loyalty program software,
while Dealyze installs tablets by the
cash register to encourage loyalty
program signup and let customers track
their rewards. LevelUp lets customers
pay by phone and earn rewards.
Digital In-Store Assistants - Fellow
Robots and Simbe Robotics launched
robots that can act as store associates,
checking store shelves and guiding
customers throughout the store. Fellow
Robots recently launched its Navii robot
in 11 Lowe's stores in California, while
Simbe has tested its Tally robot in
Target. Satisfi, on the other hand,
provides a mobile app leveraging
artificial intelligence to help shoppers
in-store; it recently piloted its app in
conjunction with IBM Watson in Macy's.
Digital Signage - Companies that
provide stores with connected, digital
signs to advertise products inside
stores, provide shoppers with product
information, or let stores adjust product
pricing in real-time. For example, Blue
Bite recently raised its $2.5M in funding
to create product tags enriched with QR
codes and NFC technology.
Employee Tools - A variety of
messaging tools and planning
platforms for retail store staff. Branch,
for example, which graduated from
Techstars in June, offers internal
messaging networks for retail
employees. Salesfloor provides
software that helps associates maintain
consistent relationships with customers
across store and online channels.
Guest Wi-Fi - Startups that enable free
in-store Wi-Fi for retailers. The
companies generally use the Wi-Fi to
track shoppers and provide stores with
customer analytics. Zenreach, for
example, has raised $50M from
investors including First Round Capital,
Bain Capital Ventures, and 8VC.
Indoor mapping - These startups take
advantage of connected devices to
create detailed indoor maps of stores
and malls. Retailers leverage the apps
to help users find the right items and
direct them to promotions.
In-Store Point-of-Sale Financing
- Startups that let shoppers instantly
apply for and receive loans or
installment plans while shopping in-
store. Blispay, with $14M in funding
from investors including NEA, lets users
apply for financing on their phones
while in-store.
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Interactive Aisle Displays - Startups
producing interactive digital displays
and kiosks often in tablet form to
attract shoppers within store
aisles. Aila, for example, mounts iPads
in aisles to offer price scanning, product
information, etc.,
while Ksubaka provides "playSpot"
kiosks with gamification features on
tablets advertising products. Ksubaka
works with brands such as Coca-Cola,
Nescafe, Dove, Colgate, and Kellogg's in
stores throughout Asia.
Inventory Management - Startups that
help stores track inventory and optimize
merchandising, generally using cloud-
based software. Some, such
as Celect and Blue Yonder, also use
artificial intelligence to provide
predictive merchandising analytics.
Music Management - Startups that help
stores manage their in-store music
playlists.
Omnichannel Analytics - Platforms
integrating in-store and e-commerce
analytics for a more seamless shopper
experience. For
example, ShoppinPal helps retailers
digitize their store and payment
management and integrate inventory
across brick-and-mortar and e-
commerce channels. OneView
Commerce aims to better engage multi-
channel shoppers.
Payment Platforms - Software that
handles payments for consumers at
retailers. Since payment platforms is a
massive category, we restricted
inclusion to companies that only
process payments and focus on retail
stores.
Point-of-Sale Reviews and Marketing
- Startups that provide digital add-ons to
the checkout process for customers in-
stores. TruRating and Wyzerr solicit
satisfaction ratings from shoppers at
the checkout
counter. MessageWrap (Handstand
Innovations) adds visual advertising to
checkout conveyor belts at stores like
Target and
Safeway. FlexReceipts and Ecrebo can
add personalized offers and incentives
to shoppers' receipts, aiming to attract
return visits.
Smart dressing rooms - Oak
Labs created an interactive,
touchscreen mirror that lets shoppers
request new items, adjust fitting room
lighting, and see outfit
recommendations. The mirror can
sense which products the shopper
brought into the room using RFID
technology, and then present related
products, save the items to shoppers'
online accounts, or display related
items. Oak has worked with Polo Ralph
Lauren.
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Store Management Software - Broad
platforms that help retailers manage
merchandise, process payments,
manage employees, etc., allowing for
the handling of many of the operations
of the store from one application. These
startups include some of the most well-
funded in the category,
including Revel with $129M, Lightspeed
POS with $126M, and Shopkeep
POS with $97M.
Visual Shelf Monitoring - Startups that
help consumer packaged goods brands
monitor the presentation of their
merchandise on store shelves and track
the results of in-store promotions and
visual displays. Some rely on in-store
cameras and artificial intelligence
features, while others leverage
crowdsourced intelligence from
shoppers and store associates.
Click here for the full list.
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The United States Of
Startups: The Most Well-
Funded Tech Startup In
Every US State
The tech boom has diffused beyond the
traditional hotbeds in California, New
York, and Massachusetts, across the
the entire United States. Other states
are home to well-funded and well-known
startups, including Jet (New
Jersey), LivingSocial (DC), and sports e-
commerce company Fanatics (Florida).
The less well-known include Minnesota-
based Code42 Software, which
Our map infographic shows the top tech startups in every US
state, determined by funding totals. They include Avant,
DraftKings, and Vice Media.
JANUARY 25, 2016
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has raised $137.5M in equity funding to
date.
Using CB Insights data, we analyzed the
most well-funded startups by state
based on disclosed equity funding. We
excluded debt funding and only
considered companies that have raised
at least $5M of equity funding to date.
Companies that haven't raised since
2011 were not considered.
With these criteria for selection, Hawaii
and Alaska are excluded, but all of the
continental 48 states and Washington
DC are represented. The least well-
funded startup is in Louisiana: the
education technology
startup Kickboard, with $6.8M in equity
funding. The most well-funded startup
pictured below is Uber in California, with
$7.8B of equity funding to date.
Tech unicorns, private companies
valued at $1B+, are well-represented
among the 50 startups below as they
have proliferated across the US. 9 of the
companies represented below are
unicorns.
For example, American Fork, Utah-
based Domo Technologies and Atlanta,
Georgia-based Kabbage, both unicorns,
are the most well-funded startups in
their respective states.
Click here for the full list.
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The Digital Hospital: 80+
Companies Reinventing
Medicine In One
Infographic
Digital health continues to be on
investors' minds as the industry is on
track for a record year with $7.2B in
funding to private companies in the
space.
Digital health companies vary widely in
the user base they're targeting, from
physicians to athletes to insurers. In this
post, we used CB Insights data to
identify 82 private digital health
companies that have a direct impact on
From messaging apps for hospital workers to surgeons training
with VR, startups are working to transform patient care in the
hospital.
OCTOBER 11, 2016
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hospital care and mapped them
according to 15 categories within which
they operate. Among other initiatives,
these companies are changing the way
referrals are processed, hospital rooms
cleaned, and patient data collected.
This market map is not meant to be
exhaustive of companies in this
space. There are more than 3,000 digital
health startups tracked on CB
Insights. You can run this deal search to
find companies, deals, and investors
active in this space.
Here are the digital health categories in
our map:
Care Planning: Companies creating
tools to aid in the development of, and
compliance with, treatment plans. An
example is Dbaza Health, which built a
digital solution to complement chronic
disease management.
Supply Management: Companies
developing digital tools to aid in
handling the delivery and logistics of
medical supplies within the
hospital. Lab Sensor Solutions tracks
the temperature and location of
materials such as vaccines, blood, and
pharmaceuticals.
Diagnostics: Companies developing
diagnostic solutions that have a digital
component. Examples include Lumiata,
which has built a predictive analytics
platform to aid the diagnosis and
management of disease states,
and Genalyte, developers of a rapid,
point-of-care, blood diagnostics
platform.
Communication: Companies developing
tools to facilitate intra-hospital
communication between healthcare
workers or healthcare workers and
patients. An example is Voalte, which
developed a secure messaging service
for nurses and physicians.
EMR/ Practice
Management: Companies such
as Modernizing Medicine focused on
either replacing or complementing
conventional health record systems.
Surgery: Companies developing digital
tools designed to be used by surgeons
or in the operating room. Gauss
Surgical has developed a surgical blood
loss monitoring system that runs on an
iPad.
Referrals: Companies focused on
platforms intended to aid physicians
when choosing a specialist for the
transfer of care. AristaMD, for example,
has developed a software intelligence
platform to help primary care
physicians.
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Care Coordination: Companies working
to ensure all parties in the care process
remain informed and
engaged. HealthLoop developed a
patient engagement platform intended
to facilitate patient-physician
communication throughout the care
continuum.
Patient Experience: Companies such
as NarrativeDx working to either
measure or improve the patient
experience within the hospital.
Infection Control: Companies
developing tools to help maintain proper
hygiene. One such company
is Xenex which develops robots that use
UV light to disinfect hospital rooms and
consequently reduce hospital-acquired
infection rates.
Readmissions/ Emergency
Department: Companies such
as AnalyticsMD working to optimize
patient intake or experience in the
emergency department.
Hospital Navigation: Companies such
as Gozio Health which develop digital
tools designed to help patients and
staff better find their way around the
hospital.
Medication Management: Companies
working in inventory management,
medication delivery, and/or prescription
verification. An example is Talyst which,
among other solutions, develops
medication inventory software.
Patient Monitoring: Companies working
on continuous bedside or remote
monitoring of patient status. One such
company is MediBeacon which offers
real-time tracking of kidney function.
Radiology: Companies such as Trice
Medical or Imagia developing advanced
visualization and image analysis tools
to aid physicians when making a
diagnosis.
Click here for the full list.
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The Most Active VCs In The
Internet Of Things And
Their Investments In One
Infographic
The Internet of Things (IoT) industry is
on track to see nearly $3.7B in funding
this year as connectivity and software
are injected into sensor-laden objects
and appliances. An increasing
proportion of these dollars are being
allocated to startups working
specifically on the industrial IoT.
Related categories like 3D printing are
also starting to see a resurgence as a
host of corporate players like
From Five of the top 12 IoT investors are now corporate venture
arms, including Intel Capital, GE Ventures, and Cisco Investments.
OCTOBER 23, 2016
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telecoms become involved in the
industry.
Which firms are the most active players
in the IoT? We used CB Insights data to
rank VCs by their unique IoT
investments over the past 5 years.
Interestingly, 5 of the top 12 IoT
investors are corporate venture arms.
When we performed this analysis at the
end of 2015, only 3 of the top investors
were CVCs.
Intel Capital still tops the list as the
most active investor in IoT startups,
with more than 40 unique IoT
companies since 2012. GE Ventures
wasn't far behind (and is new to the
ranking of top IoT investors) with recent
investments in industrial-focused IoT
startups like industrial analytics
developer Sight Machine, fog computing
platform Foghorn Systems, and
commercial 3D printing startup Desktop
Metal.
Following Andreessen Horowitz, the
fourth-most active IoT investor is
another CVC, Qualcomm Ventures. As
we've noted in our prior investor
roundups, Intel and Qualcomm are
involved in designing and/or
manufacturing ever-smaller chips to
power mobile devices, and IoT likely
offers them strategic value.
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56 Startups Making Cities
Smarter Across Traffic,
Waste, Energy, Water
Usage, And More
The cost of sensors has more than
halved in the 10 years to 2014, falling to
an average of 60 cents per unit.
Declining sensor cost is one of the main
drivers of the Internet of Things
technology, and the proliferation of
internet-connected devices in the built
environment. Those sensors are
allowing us to gather new data that was
previously inaccessible, and one impact
is the growth of companies with
The Internet of Things is helping cities improve everything from
traffic data, weather, and parking to water usage and waste
management.
MARCH 24, 2016
24
the potential to make our cities smarter
and more efficient as a whole.
We used CB Insights data to segment
the companies that are working to build
smart cities.
These are some of the segments that
these startups are attacking:
Parking - Startups are improving
the efficiency with which we park
our cars, doing everything from
booking (ParkWhiz), parking
analytics (Parkifi), and smart
metering (MeterFeeder).
Grid/Energy These companies
are using analytics, algorithms,
and connectivity to keep supply
and demand for electricity in
balance.
Data-Driven Urban Planning
These companies are providing
access to new, hyperlocal data
about our cities and helping
planners understand
neighborhood needs better.
Smarter Transport Startups
that are making our existing
transport smart (Zubie, Vinli),
creating new smart vehicles
(Ather Energy), new public transit
options powered by data (Bridj,
Shuttl), or smart bike-sharing
programs (Zagster).
Environmental Sensors -
Companies that are developing
hardware to better understand
our urban environment, from
weather data, to pollution, to
ambient sound.
Connectivity Startups that are
using different means to provide
internet, connections, and
infrastructure for new networks.
Waste Management Using data
and connected devices to
optimize waste collection.
Traffic/Transit Data Private
companies that are using mobile
and sensors to provide analytics
around commutes and
congestion.
Water Usage/Quality Tools
that help to analyze the traffic of
water in our cities.
Click here for the full list.
25
Disrupting The Auto
Industry: The Startups That
Are Unbundling The Car
As startups focused on autonomous
driving grab headlines, corporations are
jockeying for a competitive edge in auto
tech through startup acquisitions and
investments, as well as partnerships
and internal initiatives.
As we've previously discussed in
analyses of startups unbundling Procter
& Gamble, unbundling the bank, or
even unbundling PetSmart, emerging
companies often focus on tackling
specific categories or verticals, rather
While self-driving tech has received the lion's share of media
attention, a host of less-heralded startups are targeting specific
pieces of automotive infrastructure or components.
MAY 26, 2016
26
than attacking incumbents broadly
(hence the term "unbundling").
Using CB Insights data, we identified a
host of private startups that are working
not only in self-driving tech and
automated driver assistance but also to
improve different services and products
associated with the auto industry.
These range from high-profile
autonomous driving startups
like comma.ai, backed by Andreessen
Horowitz, to companies focused on
enhancing more traditional elements,
like auto repair and tire technology.
Tech giants like Apple and major
automakers like GM are also scrambling
to secure ties to adjacent verticals,
most notably the ride-hailing industry,
but ride-hailing and car-sharing are not
included in the infographic below.
In March, General Motors put its stake
in the ground in the realm of driving
tech startups with its acquisition
of Cruise Automation. Cruise had raised
just $18.8M, but GM valued the
company at over $1B.
Media and investor interest in startups
working on self-driving or ADAS
(advanced driver assistance systems)
tech has since exploded, with
companies
like comma.ai, Nauto, nuTonomy, and
others garnering headlines and raising
funding.
While self-driving tech which is
included in the infographic above
receives the lion's share of media
attention, a host of less-heralded
startups are targeting specific pieces of
automotive infrastructure or
components. For example, companies
including Quanergy, LeddarTech,
and TriLumina are seeking to capitalize
on the self-driving revolution by
dramatically lowering the cost of
expensive LiDAR sensors.
Startups such as Veniam and Savari are
developing vehicle-to-vehicle (V2V) and
vehicle-to-anything (V2X)
communications, another autonomous-
adjacent technology field. With
increasing automotive connectivity
seemingly inevitable, vehicle
cybersecurity has also begun to emerge
as a focus, with newer players
like Karamba Security joining others
such as Argus Cyber Security.
Appendix





28








Top Venture Capitalists
Rank
Name
Firm
1 Peter Fenton
Benchmark Capital
2 Fred Wilson
Union Square Ventures
3 Chris Sacca
Lowercase Capital
4 Joshua Kopelman
First Round Capital
5 James Goetz
Sequoia Capital
6 Danny Rimer
Index Ventures
7 Steve Anderson
Baseline Ventures
8 Bill Gurley
Benchmark Capital
9 Nanpeng (Neil) Shen
Sequoia Capital (China)
10 Scott Sandell
New Enterprise Associates
11 James Breyer
Breyer Capital
12 Peter Thiel
Founders Fund
13 Michael Moritz
Sequoia Capital
14 Michael Maples Jr.
Floodgate
15 Marc Andreessen
Andreessen Horowitz
16 Aydin Senkut
Felicis Ventures
17 Jenny Lee
GGV Capital
18 Roelof Botha
Sequoia Capital
19 Bradley Feld
Foundry Group
20 Rebecca Lynn
Canvas Ventures
21 Mary Meeker
Kleiner Perkins Caufield & Byers
22 Brian Atwood
Versant Ventures
23 David Sze
Greylock Partners
24 Matt Cohler
Benchmark Capital
25 Sameer Gandhi
Accel Partners
26 Hurst Lin
DCM Ventures
27 Benjamin Horowitz
Andreessen Horowitz
28 Bijan Sabet
Spark Capital
29 Paul Madera
Meritech Capital Partners
30 Bryan Roberts
Venrock
31 Douglas Leone
Sequoia Capital
32 Promod Haque
Norwest Venture Partners
33 Yuri Milner
DST Global
34 Todd Chaffee
Institutional Venture Partners
35 Salil Deshpande
Bain Capital Ventures
Top Venture Capitalists
Rank
Name
Firm
32 Promod Haque
Norwest Venture Partners
33 Yuri Milner
DST Global
34 Todd Chaffee
Institutional Venture Partners
35 Salil Deshpande
Bain Capital Ventures
36 Jon Callaghan
True Ventures
37 Sandy Miller
Institutional Venture Partners
38 Randy Glein
DFJ Growth
39 Theodore Schlein
Kleiner Perkins Caufield & Byers
40 Jonathan Silverstein
OrbiMed Advisors
41 Harry Weller
New Enterprise Associates
42 Lee Fixel
Tiger Global Management
43 Byron Deeter
Bessemer Venture Partners
44 Mike Volpi
Index Ventures
45 Navin Chaddha
Mayfield Fund
46 Alfred Lin
Sequoia Capital
47 Asheem Chandna
Greylock Partners
48 Charles Moldow
Foundation Capital
49 Forest Baskett
New Enterprise Associates
50 Michael Dearing
Harrison Metal
51 Amir Nashat
Polaris Partners
52 Deven Parekh
Insight Venture Partners
53 George Zachary
CRV
54 Jeremy Levine
Bessemer Venture Partners
55 David Cowan
Bessemer Venture Partners
56 George Bischof
Meritech Capital Partners
57 Ping Li
Accel Partners
58 John Vrionis
Lightspeed Venture Partners
59 Jai Das
Sapphire Ventures
60 Jeremy Liew
Lightspeed Venture Partners
61 Douglas Cole
Flagship Ventures
62 Xiaojun Li
IDG Capital Partners
63 David Chao
DCM Ventures
64 David Weiden
Khosla Ventures
65 Andrew Braccia
Accel Partners
66 Rob Ward
Meritech Capital Partners

29


Top Venture Capitalists
Rank
Name
Firm
63 David Chao
DCM Ventures
64 David Weiden
Khosla Ventures
65 Andrew Braccia
Accel Partners
66 Rob Ward
Meritech Capital Partners
67 Hemant Taneja
General Catalyst Partners
68 Neeraj Agrawal
Battery Ventures
69 John Doerr
Kleiner Perkins Caufield & Byers
70 Ann Lamont
Oak HC/FT
71 Rory O'Driscoll
Scale Venture Partners
72 Kevin Efrusy
Accel Partners
73 Krishna Kolluri
New Enterprise Associates
74 Matt Murphy
Menlo Ventures
75 Michael Goguen
ex-Sequoia Capital
76 Mamoon Hamid
Social Capital
77 Rich Wong
Accel Partners
78 Christopher Schaepe
Lightspeed Venture Partners
79 Jeff Crowe
Norwest Venture Partners
80 Samir Kaul
Khosla Ventures
81 Josh Stein
Draper Fisher Jurvetson
82 Joel Cutler
General Catalyst Partners
83 Brook Byers
Kleiner Perkins Caufield & Byers
84 Neil Rimer
Index Ventures
85 Beth Seidenberg
Kleiner Perkins Caufield & Byers
86 Mitch Lasky
Benchmark Capital
87 Rob Hayes
First Round Capital
88 Peter Wagner
Wing Venture Partners
89 Ryan Sweeney
Accel Partners
90 Alex Ferrara
Bessemer Venture Partners
91 Satish Dharmaraj
Redpoint Ventures
92 Venky Ganesan
Menlo Ventures
93 Ravi Mhatre
Lightspeed Venture Partners
94 Gordon Ritter
Emergence Capital Partners
95 Anton Levy
General Atlantic
96 Richard Liu
Morningside Ventures
97 Amish Jani
FirstMark Capital
Top Venture Capitalists
Rank
Name
Firm
94 Gordon Ritter
Emergence Capital Partners
95 Anton Levy
General Atlantic
96 Richard Liu
Morningside Ventures
97 Amish Jani
FirstMark Capital
98 Jim Tananbaum
Foresite Capital
99 Suyang Zhang
IDG Capital Partners
100 Keith Rabois
Khosla Ventures


30


90+ AI Startups in Healthcare
Company
Total Funding (USD)
Investors
Advenio TecnoSys
$0.1M
Kstart, Zone Startups
AiCure
$15.1M
Biomatics Capital Partners, National Institute on Drug Abuse, National Institutes of
Health, New Leaf Venture Partners, Pritzker Group Venture Capital, Tribeca
Venture Partners
Amara Health Analytics
$0.07M
NA
analyticsMD
$0.84M
Fenox Venture Capital, FundersClub, StartX, Y Combinator
Apixio
$45.36M
Bain Capital Ventures, First Analysis, SSM Partners, Undisclosed Angel Investors,
Arterys
$12M
AME Cloud Ventures, Asset Management Ventures, Emergent Medical Partners,
GE Ventures, Morado Venture Partners, Norwich Ventures, StartX
Atlas
$0.65M
Indiegogo, Techstars
Atomwise
$6.12M
AME Cloud Ventures, Data Collective, Draper Fisher Jurvetson, Khosla Ventures,
OS Fund, Y Combinator
Avalon
$0.14M
Entrepreneur First, Techstars
Ayasdi
$97.9M
Centerview Capital, Citi Ventures, Draper Nexus Ventures, Floodgate, Institutional
Venture Partners, Khosla Ventures, Kleiner Perkins Caufield & Byers
Babylon Health
$24.94M
DeepMind Technologies, Hoxton Ventures, Innocent Drinks, Kinnevik
Bay Labs
$2.5M
Eleven Two Capital, Jack Culpepper, Kevin Goodwin, Khosla Ventures, National
Science Foundation, Nicolas Pinto, Randy Martin, Vince Monical, Yann LeCun
Behold.ai
$0.02M
Almaworks, gener8tor
BioBeats
$3.23M
AXA Strategic Ventures, Cantora Records, Damon Wayans, ENIAC Ventures,
Gotham Chopra, IQ Capital Partners, Justin Boreta, K5 Ventures, Ken Hertz, Mark
Beaven, Scooter Braun, Slow Ventures, , White Cloud Capital, Will Smith,
ZhenFund
Buoy Health
$2.52M
NA
BurstIQ
$0.25M
500 Accelerator, PV Ventures
Butterfly Network
$100M
Aeris Capital, Stanford University
Clinithink
NA
Finance Wales Investments, Vanguard Atlantic
Cloud Pharmaceuticals
$1.73M
National Science Foundation,
CloudMedX
$6.72M
FundersClub, Lux Capital, Tencent, Y Combinator
CureMetrix
NA
Analytics Ventures, evoNexus, Keshif Ventures, La Costa Investment Group


31


90+ AI Startups in Healthcare
Company
Total Funding (USD)
Investors
Cyrcadia
$2.45M
Reno Angels, Undisclosed Angel Investors
Deep Genomics
$3.74M
Bloomberg Beta, True Ventures, Undisclosed Angel Investors, University of Toronto
Early-Stage Technology
Deep6
$0.1M
Techstars
Desktop Genetics
$3.15M
Angels in MedCity, Boundary Capital, Darrin Disley, Execute Technologies, Illumina,
Innovate UK, IQ Capital Partners, Jonathan Milner, London Co-Investment Fund,
Martin Murphy, Michael Martin, Richard Youngman
Digital Reasoning Systems $75.6M
Goldman Sachs, HCA, Health Evolution Partners, Lemhi Ventures, NASDAQ, Silver
Lake
EaglEyeMed
$0.6M
NA
Enlitic
$12M
Amplify Partners, Capitol Health Partners, Data Collective
EnsoData
$0.56M
HealthX Ventures, Y Combinator
Entopsis
$1.73M
Breakout Labs, Krillion Ventures,
Envisagenics
$0.56M
HealthX Ventures, Y Combinator
Flatiron Health
$24.81M
Allen & Company, Baillie Gifford & Co., Casdin Capital, Google Ventures, Roche
Venture Fund
Freenome
$7.05M
Andreessen Horowitz, Data Collective, Founders Fund, Third Kind Venture Capital
Gauss Surgical
$313M
AVIA Health Innovation, Jump Capital, LifeForce Ventures, Promus Ventures,
Providence Ventures, StartX, Summation Health Ventures, Taube Investment
Partners, TMCx, UHC
Ginger.io
$28.22M
Ari Buchler, Bill Warner, ENIAC Ventures, James Joaquin, Kaiser Permanente
Ventures, Kapor Capital, Khosla Ventures, LaunchCapital, Romulus Capital,
Techstars, True Ventures, Ty Curry, Walt Winshall
Globavir Biosciences
$0.15M
StartX
H2O.ai
$30.6M
Capital One Growth Ventures, Nexus Venture Partners, Paxion Capital Partners,
Transamerica Ventures
Healint
$1.01M
GREE Ventures, JFDI.Asia, Shin Ryoku, Singapore National Research Foundation,
Undisclosed Angel Investors, Wavemaker Partners
Health Fidelity
$19.26M
Charter Life Sciences, The University of Pittsburgh Medical Center
Hindsait
NA
Guidewell, Healthbox Global Partners
iCarbonX
$199M
China Bridge Capital , Tencent, Vcanbio
Imagen Technologies
$5M
NA


32


90+ AI Startups in Healthcare
Company
Total Funding (USD)
Investors
Imagia Cybernetics
NA
BDC Healthcare Venture Fund, Emerillon Capital, Lumira Capital, Real Ventures
InSilico Medicine
$0.8M
Deep Knowledge Ventures
Intendu
NA
Impact First Investments
Jvion
$8.9M
Eastside Partners
LifeGraph
NA
8200 EISP
Lucina Health
$19.64M
Arboretum Ventures, Cape Andover Capital Partners, Chrysalis Ventures, JumpStart,
North Coast Angel Fund, Qualifying Therapeutic Discovery Project
Lumiata
$20M
BlueCross BlueShield Venture Partners, Intel Capital, Khosla Ventures, Sandbox
Industries
Lunit
NA
Formation 8, K Cube Ventures, Softbank Ventures Korea
Magnea
$0.22M
Elis Nemes, Karl-Mikael Syding
Medal
$3.78M
8VC, Draper Associates, Founders Fund, ZhenFund
Medalogix
$5M
Coliseum Capital Management
Medasense
$8M
8200 EISP, Baxter Ventures, Benslie Investment Group
MedAware
$2.35M
DreamIt Ventures, GE Ventures, MassChallenge, OurCrowd.com, Winton Ventures
MedWhat
$1.12M
Caixa Capital Risc, Microsoft Ventures Accelerator, Stanford Hospital & Clinics,
Stanford University, Startcaps Ventures
MedyMatch Technology
$2M
Exigent Capital, Genesis Capital Advisors
Mindshare Medical
$2M
Frost Data Capital
NarrativeDx
$1.8M
Capital Factory, DreamIt Ventures, Floodgate, Live Oak Ventures, LiveOak Venture
Partners, Silverton Partners, Undisclosed Investors
NextHealth Technologies
$9.5M
Daniel Spirek, James Bradley, Norwest Venture Partners, Peter Everett, Point B
Capital, Trace Devanny
NuMedii
$3.5M
Claremont Creek Ventures, Life Science Angels, Lightspeed Venture Partners
Numerate
$17.5M
Atlas Venture, Foundation Capital, Lanza techVentures, Lilly Ventures
Nuritas
$5.5M
Ali Partovi, Marc Benioff, New Protein Capital
Oncora Medical
$1.32M
BioAdvance, Dorm Room Fund, Dr. Thomas Mackie, DreamIt Ventures, iSeed
Ventures, Science Center


33


90+ AI Startups in Healthcare
Company
Total Funding (USD)
Investors
Ovuline
$5.78M
Bridge Boys, David Cohen, LaunchCapital, Lead Edge Capital, Lightbank, LionBird,
Martin Ventures, Paris Wallace, Techstars, Techstars Ventures, Zaffre Investments
Pathway Genomics
$40M
Edelson Technology Partners, Founders Fund, IBM Watson Group
PeerWell
NA
Arian Foster
PhysIQ
$4.6M
NA
Picto Connection
$0.02M
Rockstart Accelerator
Potbotics
$2.36M
NA
Profility
$1.69M
Previz Ventures
Proscia
$1M
A-Level Capital, Emerald Development Managers, Robin Hood Ventures, TCP
Venture Capital
Qualaris Healthcare
Solutions
$0.2M
Carnegie Mellon University, Innovation Works
Roam Analytics
22.37M
8VC, AITV, Blumberg Capital, Undisclosed Angel Investors
RxPREDICT
$1M
NA
Saykara
$2.37M
NA
Sense.ly
$3.79M
Alchemist Accelerator, Eastlink Capital Management, Fenox Venture Capital,
Launchpad Digital Health, TA Ventures, TMCx, Undisclosed Angel Investors
Sentrian
$15.82M
Frost Data Capital, REV, Tech Coast Angels, TELUS Ventures
SigTuple
NA
Accel Partners, Ashok Bareja, Binny Bansal, Debanjan Mukherjee, Nirupa Bareja,
Sachin Bansal
SkinVision
$3.47M
Leo Pharma, PHS Capital, Seedmoney
Smart Healthcare
$0.03M
Chalmers Ventures
Stratified Medical
$140.55M
Woodford Investment Managment
TAO Connect
$1.1M
Florida Angel Nexus, Florida Funders
TinyKicks
$0.62M
evoNexus,
Touchkin
$0.4M
Alok Mittal, Amit Gupta, Anuj Srivastava, Himanshu Aggarwal, Puneet Agarwal,
Raghunandan G., Swiss Re
twoXAR
$3.4M
Andreessen Horowitz


34


90+ AI Startups in Healthcare
Company
Total Funding (USD)
Investors
VisExcell
$0.25M
DreamIt Ventures,
Wellframe
$10.3M
Carl Byers, Draper Fisher Jurvetson, Formation 8, James Nahirny, John McEleney,
Jonathan Bush, Michael Gaiss, Pam Garside, QueensBridge Venture Partners, Rock
Health, Steve Papa, Tim Draper, , Waterline Ventures
WellTok
$191.92M
Bessemer Venture Partners, Catholic Health Initiatives, EDBI, Emergence Capital
Partners, Flare Capital Partners, Georgian Partners, Hearst Ventures, IBM Watson
Group, InterWest Partners, Miramar Digital Ventures, Miramar Venture Partners, New
Enterprise Associates, Okapi Venture Capital, Qualcomm Ventures, TriZetto
Corporation
Your.MD
$5M
Smedvig Capital
Zebra Medical Vision
$20M
Deep Fork Capital, Intermountain Healthcare, Khosla Ventures, Marc Benioff
Zephyr Health
$32.5M
Google Ventures, Icon Ventures, Kleiner Perkins Caufield & Byers, Susa Ventures


35


Major Acquisitions in Artificial Intelligence Since 2011
Company
Date of Acquisition
Acquirer
Hunch
11/21/11 eBay
Cleversense
12/14/11 Google
Face.com
5/29/12 Facebook
DNNresearch
3/13/13 Google
Netbreeze
3/20/13 Microsoft
Causata
8/7/13 NICE
Indisys
8/25/13 Yahoo
IQ Engines
9/13/13
Intel
LookFlow
10/23/13 Yahoo
SkyPhrase
12/2/13 Yahoo
Gravity
1/23/14 AOL
DeepMind
1/27/14 Google
Convertro
5/6/14 AOL
Cogenea
5/20/14
IBM
Desti
5/30/14 Nokia
Medio Systems
6/12/14 Nokia
Madbits
7/30/14 Twitter
Emu
8/6/14 Google
Jetpac
8/16/14 Google
Dark Blue Labs
10/23/14 Google DeepMind
Vision Factory
10/23/14 Google DeepMind
Wit.ai
1/5/15 Facebook
Equivio
1/20/15 Microsoft
Granata Decision Systems
1/23/15 Google
AlchemyAPI
3/4/15
IBM
Explorys
4/13/15
IBM
TellApart
4/28/15 Twitter
Timeful
5/4/15 Google
Tempo AI
5/29/15 Salesforce

Major Acquisitions in Artificial Intelligence Since 2011
Company
Date of Acquisition
Acquirer
Sociocast
6/9/15 AOL
Whetlab
6/17/15 Twitter
Orbeus
10/1/15 Amazon
Vocal IQ
10/2/15 Apple
Perceptio
10/6/15 Apple
Saffron
10/26/15
Intel
Emotient
1/7/16 Apple
Nexidia
1/11/16 NICE
PredictionIO
2/19/16 Salesforce
MetaMind
4/4/16 Salesforce
Crosswise
4/14/16 Oracle
Expertmaker
5/5/16 eBay
Itseez
5/27/16
Intel
Magic Pony
6/20/16 Twitter
Moodstocks
7/6/16 Google
SalesPredict
7/11/16 eBay
Turi
8/5/16 Apple
Nervana Systems
8/9/16
Intel
Genee
8/22/16 Microsoft
Movidius
9/6/16
Intel
Palerra
9/19/16 Oracle
Api.ai
9/19/16 Google
Angel.ai
9/20/16 Amazon
tuplejump
9/22/16 Apple
Bit Stew Systems
11/15/16 GE
Wise.io
11/15/16 GE


36


The Rise of IIoT
Company
Select Investors
Category
Wearable Intelligence
Lightspeed Venture Partners, Saudi Aramco Energy Ventures
Wearables
APX Labs
New Enterprise Associates, Salesforce Ventures
Wearables
Human Condition Safety
American International Group
Wearables
Theatro
Khosla Ventures
Wearables
Augmedix
DCM Ventures, Emergence Capital Partners, Rock Health
Wearables
Quanttus
Khosla Ventures, Matrix Partners
Wearables
XOEye Technologies
Crestlight Venture Productions, Selous Venture Society
Wearables
Sentrian
Frost Data Capital, Tech Coast Angels
Wearables
Momentum Machines
Khosla Ventures, K5 Ventures
Manufacturing & Supply Chain
RoboCV
Almaz Capital Partners, Columbus Nova Technology Partners, I2BF
Global Ventures
Manufacturing & Supply Chain
Impinj
AllianceBernstein, ARCH Venture Partners, Madrona Venture Group
Manufacturing & Supply Chain
Rethink Robotics
Bezos Expeditions, CRV, Draper Fisher Jurvetson, GE
Ventures, Goldman Sachs, Highland Capital Partners, Sigma Prime
Ventures
Manufacturing & Supply Chain
CargoSense
CIT GAP Funds, IrishAngels, New Dominion Angels
Manufacturing & Supply Chain
Xerafy
IPV Capital
Manufacturing & Supply Chain
Meshify
SURGE Ventures,
IIoT Cloud Platforms

Houston Angel Network

Bit Stew Systems
BDC Venture Capital, Cisco Investments, GE Ventures, Yaletown
Venture Partners
IIoT Cloud Platforms
Jasper Technologies
Benchmark Capital, Sequoia Capital, DAG Ventures
IIoT Cloud Platforms
Greenwave Systems
Craton Equity Partners, Westly Group
IIoT Cloud Platforms
TempoIQ
Chicago Ventures, Divergent Ventures, Hyde Park Angels, Hyde Park
Venture Partners
IIoT Cloud Platforms
Tachyus
Founders Fund
Extraction & Heavy Industry
Eigen Innovations
BDC Venture Capital
Extraction & Heavy Industry
Aptomar
Investinor, ProVenture Management, Statoil Technology
Invest, Verdane Capital
Extraction & Heavy Industry
GroundMetrics
Crescent Ridge Partners Ventures, Tech Coast Angels
Extraction & Heavy Industry
Skycatch
ff Venture Capital, Avalon Ventures
Extraction & Heavy Industry
Ineda Systems
Qualcomm Ventures
Network Infrastructure & Sensor
Developers


37


The Rise of IIoT
Company
Select Investors
Category
SigFox
Samsung Ventures
Network Infrastructure & Sensor Developers
DorsaVi
Undisclosed Investors
Network Infrastructure & Sensor Developers
Samsara
Andreessen Horowitz
Network Infrastructure & Sensor Developers
Arrayent
DCM Ventures, Intel Capital
Network Infrastructure & Sensor Developers
PubNub
TiE Angels, Relay Ventures, Scale Venture Partners
Network Infrastructure & Sensor Developers
SmartCloud
Rockwell Automation
Network Infrastructure & Sensor Developers
Blue Pillar
Allos Ventures, Arsenal Venture Partners, Claremont Creek Ventures
Utilities & Smart Grid
Trilliant
Missionpoint Capital Partners, Zouk Capital, GE Healthcare
Utilities & Smart Grid
Enlighted
Draper Fisher Jurvetson, Intel Capital, Kleiner Perkins Caufield & Byers
Utilities & Smart Grid
Tendril Networks
Engie New Ventures, GE Healthcare, RRE Ventures, VantagePoint Capital
Partners
Utilities & Smart Grid
Sensus
Synergy Flavors
Utilities & Smart Grid
Enbala
EnerTech Capital, Export Development Canada, GE Ventures
Utilities & Smart Grid
C3 Energy
InterWest Partners, Makena Capital Management
Big Data Analytics & Machine Learning SaaS
Maana
Frost Data Capital, GE Ventures, Intel Capital
Big Data Analytics & Machine Learning SaaS
Uptake
Caterpillar, GreatPoint Ventures, Lightbank, New Enterprise Associates
Big Data Analytics & Machine Learning SaaS
Ayla Networks
Cisco Investments
Big Data Analytics & Machine Learning SaaS
Worldsensing
Cisco Investments, Endeavor Global
Big Data Analytics & Machine Learning SaaS
Cirro
Frost Data Capital, Miramar Venture Partners
Big Data Analytics & Machine Learning SaaS
Skynet Labs
SURGE Ventures, SOSventures
Big Data Analytics & Machine Learning SaaS
Sight Machine
O'Reilly AlphaTech Ventures, IA Ventures
Big Data Analytics & Machine Learning SaaS
RtTech Software
McRock Capital, New Brunswick Innovation Foundation
Big Data Analytics & Machine Learning SaaS


38


The Rise of IIoT
Company
Select Investors
Category
RtTech Software
McRock Capital, New Brunswick Innovation Foundation
Big Data Analytics & Machine Learning SaaS
Mnubo
McRock Capital, White Star Capital
Big Data Analytics & Machine Learning SaaS
Veniam
Cane Investments, True Ventures, Union Square Ventures
Transportation & Fleet
Telogis
Kleiner Perkins Caufield & Byers, Fontinalis Partners, GM Ventures
Transportation & Fleet
Greenroad
Balderton Capital, Virgin Green Fund, Amadeus Capital Partners
Transportation & Fleet
Cohda Wireless
Cisco Investments and NXP Semiconductors
Transportation & Fleet
Metromile
Felicis Ventures, Index Ventures, New Enterprise Associates
Transportation & Fleet
Mocana
Shasta Ventures, Southern Cross Venture Partners, Trident Capital,
Symantec
IIoT Cybersecurity
Bastille
Bessemer Venture Partners, Chris Rouland, Tom Noonan
IIoT Cybersecurity
LaunchKey
VegasTech Fund, RimRock Venture Partners
IIoT Cybersecurity
Invixium
McRock Capital
IIoT Cybersecurity


39
In-Store Tech Market Map Company List
Company
Category
Select Investors
Augment
Augmented/Virtual Reality Tools
Salesforce Ventures
Experenti
Augmented/Virtual Reality Tools
Undisclosed
InContext Solutions
Augmented/Virtual Reality Tools
Hyde Park Venture Partners, Plymouth Ventures
Trillenium
Augmented/Virtual Reality Tools
ASOS Ventures
AreaMetrics
Beacon-Based Analytics and Marketing
Startup Capital Ventures, Quest Venture Partners
Beabloo
Beacon-Based Analytics and Marketing
Baozun
bfonics
Beacon-Based Analytics and Marketing
Undisclosed
Ebizu
Beacon-Based Analytics and Marketing
Cradle Fund
Estimote
Beacon-Based Analytics and Marketing
Bessemer Venture Partners, Innovation Endeavors
Euclid Analytics
Beacon-Based Analytics and Marketing
Harrison Metal, NEA, Benchmark
Footmarks
Beacon-Based Analytics and Marketing
Commerce.Innovated
Grey Jean
Technologies
Beacon-Based Analytics and Marketing
Cosmas Wong
Ifinity
Beacon-Based Analytics and Marketing
SpeedUp Venture Capital Group
Innorange
Beacon-Based Analytics and Marketing
Undisclosed
Kimetric
Beacon-Based Analytics and Marketing
Microsoft Ventures Accelerator
Minodes
Beacon-Based Analytics and Marketing
MarketTech
Monolith
Beacon-Based Analytics and Marketing
Startup Wise Guys
Movvo
Beacon-Based Analytics and Marketing
Caixa Capital
Percolata
Beacon-Based Analytics and Marketing
Andreessen Horowitz, Google Ventures
Plexure
Beacon-Based Analytics and Marketing
Vix Investments
Pulsate
Beacon-Based Analytics and Marketing
PayPal, Delta Partners
Radius Networks
Beacon-Based Analytics and Marketing
Core Capital Partners, Contour Venture Partners
RetailNext
Beacon-Based Analytics and Marketing
August Capital, Commerce Ventures, Nokia Growth Partners, StarVest Partners
Scanalytics
Beacon-Based Analytics and Marketing
Wearable IoT World Labs
Sensorberg
Beacon-Based Analytics and Marketing
WestTech Ventures, Berlin Technologie Holding
Sewio
Beacon-Based Analytics and Marketing
Y Soft Venture Capital
Shelfbucks
Beacon-Based Analytics and Marketing
Capital Factory
ShopAdvisor
Beacon-Based Analytics and Marketing
Seavest Capital Partners
Swirl Networks
Beacon-Based Analytics and Marketing
Twitter Ventures, Longworth Venture Partners, Softbank Capital
SyncSpot
Beacon-Based Analytics and Marketing
Collider
Tamecco
Beacon-Based Analytics and Marketing
Yume no Machi SoZo Iinkai


40





41


In-Store Tech Market Map Company List
Company
Category
Select Investors
Theatro
Employee Tools
Khosla Ventures, Aristos Ventures
Tulip Retail
Employee Tools
BoxGroup, Jump Capital, Lerer Hippeau Ventures
Zinc
Employee Tools
CRV, Emergence Capital Partners
AllUnite
Guest Wifi
Northzone Ventures
Cheerfy
Guest Wifi
Metro Accelerator
i2e1
Guest Wifi
Growx Ventures Management
Socifi
Guest Wifi
Keiretsu Forum
Zenreach
Guest Wifi
8VC, First Round Capital, Bain Capital Ventures, Felicis Ventures
Aisle411
Indoor Mapping
Cultivian Ventures, St. Louis Arch Angels
Cartogram
Indoor Mapping
Undisclosed
Indoora
Indoor Mapping
Startupbootcamp Smart Transportation & Energy
IndoorAtlas
Indoor Mapping
Mobility Ventures, Baidu
NextNav
Indoor Mapping
NEA, Columbia Capital, Telecom Ventures
Palmap+
Indoor Mapping
TusPark Ventures
Blispay
In-Store Point-Of-Sale Financing
Accomplice, NEA, FirstMark Capital
Credda
In-Store Point-Of-Sale Financing
Undisclosed
Divido
In-Store Point-Of-Sale Financing
BMW Innovation Lab, DN Capital, Mangrove Capital Partners
Lendpro
In-Store Point-Of-Sale Financing
CIT GAP Funds
LoanHero
In-Store Point-Of-Sale Financing
Mucker Capital, Alsop-Louie Partners
Vyze
In-Store Point-Of-Sale Financing
Austin Ventures, StarVest Partners
Aila
Interactive Aisle Displays
Romulus Capital, Bolt Innovation Group
Cloudtags
Interactive Aisle Displays
Knoll Ventures, Foundry Group, IDEA Fund Partners
EyeQ
Interactive Aisle Displays
Corsa Ventures, DreamIt Ventures
Ksubaka
Interactive Aisle Displays
Undisclosed
MokiMobility
Interactive Aisle Displays
Epic Ventures, Pelion Venture Partners, Allegis Capital
Vengo
Interactive Aisle Displays
VTF Capital, BoxGroup
Blubirch
Inventory Management
Chicago Capital Ventures
Blue Yonder
Inventory Management
Warburg Pincus
Celect
Inventory Management
In-Q-Tel, August Capital, Activant Capital Group
Inturn
Inventory Management
Forerunner Ventures, Lerer Hippeau Ventures
Nextail
Inventory Management
Nauta Capital


42


In-Store Tech Market Map Company List
Company
Category
Select Investors
Shopventory
Inventory Management
Undisclosed
Stitch Labs
Inventory Management
True Ventures, Triangle Peak Partners
Unleashed
Inventory Management
K1W1
ATMO Select
Music Management
SA Framtak
Kazum
Music Management
Undisclosed
Rockbot
Music Management
Detroit Venture Partners, Susa Ventures, Google Ventures
Soundtrack Your Brand Music Management
Spotify, Creandum, Northzone Ventures
Index
Omnichannel Analytics
General Catalyst Partners, Innovation Endeavors, Khosla Ventures
NewStore
Omnichannel Analytics
General Catalyst Partners
OneView Commerce
Omnichannel Analytics
Undisclosed
ShoppinPal
Omnichannel Analytics
Steelhead Ventures, Plug and Play Ventures
Welcome Commerce
Omnichannel Analytics
FirstMark Capital, Commerce Ventures, BoxGroup, Lerer Hippeau Ventures
Fattmerchant
Payment Platforms
Fan Fund, Wet Paint Ventures
FreedomPay
Payment Platforms
BlueRun Ventures, Core Capital Partners
Mobeam
Payment Platforms
Draper Athena, yet2Ventures, Samsung Ventures
Muume
Payment Platforms
Heliad Equity Partners
Payworks
Payment Platforms
SpeedInvest, Rumford
Poynt
Payment Platforms
Google Ventures, Matrix Partners, Nyca Partners
Ecrebo
Point-of-Sale Reviews and Marketing
Octopus Ventures
FlexReceipts
Point-of-Sale Reviews and Marketing
The Angel Roundtable, venVelo, Struck Capital
MessageWrap
Point-of-Sale Reviews and Marketing
Undisclosed
truRating
Point-of-Sale Reviews and Marketing
SandAire
Wyzerr
Point-of-Sale Reviews and Marketing
Connectic Ventures
Oak Labs
Smart Dressing Rooms
Wing Venture Capital, R/GA Accelerator
BindoPOS
Store Management Software
East Ventures, Metamorphic Ventures
Frogtek BOP
Store Management Software
Undisclosed
Lightspeed POS
Store Management Software
Accel Partners, iNovia Capital
Revel Systems
Store Management Software
Intuit, DCM Ventures, Frontier Tech VC
RICS Software
Store Management Software
Undisclosed
Shopkeep POS
Store Management Software
Tribeca Venture Partners, TTV Capital, Canaan Partners
Squadle
Store Management Software
500 Accelerator, Bolt Innovation Group


43


In-Store Tech Market Map Company List
Company
Category
Select Investors
Clic and Walk
Visual Shelf Monitoring
Breega Capital, CITA Investissement
Eversight
Visual Shelf Monitoring
Emergence Capital Partners, Sutter Hill Ventures
GoSpotCheck
Visual Shelf Monitoring
Insight Venture Partners, Venture51
Mobee
Visual Shelf Monitoring
Flint Capital, Accomplice, Stage 1 Ventures
Observa
Visual Shelf Monitoring
Undisclosed
Quri
Visual Shelf Monitoring
Catamount Ventures, Simon Equity Partners, Matrix Partners
Shelvspace
Visual Shelf Monitoring
Tallwave Capital, AngelList
StoreFlix
Visual Shelf Monitoring
CincyTech


44


Most Well-Funded Companies By US State 2011 2016
Company
Headquartered
Uber
California
Avant
Illinois
Kabbage
Georgia
Vice Media
New York
G5
Oregon
LivingSocial
DC
DraftKings
Massachusetts
Jet.com
New Jersey
GenBand
Texas
IO
Arizona
Fanatics
Florida
Domo Technologies
Utah
Privia Health
Virginia
AvidXchange
North Carolina
Datto
Connecticut
Adknowledge
Missouri
Tenable Network Security
Maryland
C2FO
Kansas
Hyland Software
Ohio
SevOne
Delaware
Avalara
Washington
WellTok
Colorado
DataGravity
New Hampshire
Ello
Vermont
Code42 Software
Minnesota
ChaCha
Indiana
Acumen Brands
Arkansas
Duolingo
Pennsylvania
Liquid Web
Michigan
eDo Interactive
Tennessee
Hudl
Nebraska

Most Well-Funded Companies By US State 2011 2016
Company
Headquartered
PeopleMatter
South Carolina
Kount
Idaho
Involta
Iowa
Teespring
Rhode Island
OrderWithMe
Nevada
Networked Insights
Wisconsin
CashStar
Maine
Bomgar
Mississippi
DocuTAP
South Dakota
Appriss
Kentucky
Skorpios Technologies
New Mexico
Momentum
Alabama
Geostellar
West Virginia
Intelligent InSites
North Dakota
Submittable
Montana
Weather Decision
Technologies
Oklahoma
Alces Technology
Wyoming
Kickboard
Louisiana


45
82 Digital Health Startups Reinventing The Practice Of Medicine

Company
Select Investors
Category
Dbaza Health
DreamIt Ventures
Care Planning
Caremerge
Arsenal Venture Partners, GE Ventures, Insight Venture Partners
Care Planning
Oncora Medical
DreamIt Ventures, BioAdvance, iSeed Ventures
Care Planning
Wellframe
Rock Health, Draper Fisher Jurvetson, Formation 8, QueensBridge Venture Partners
Care Planning
Rimidi
Village Capital, Cox Enteprises, Venture Well
Care Planning
CareSync
CDH Solutions, Clearwell Group, Greycroft Partners
Care Planning
Aethon
Draper Triangle Ventures, Ascension Ventures, Salix Ventures
Supply Management
Lab Sensor Solutions
500 Accelerator, Launchpad Digital Health
Supply Management
BlueBee
CDH Solutions, Clearwell Group, Tullis Health Investors
Diagnostics
Lumiata
Khosla Ventures, BlueCross BlueSheild Venture Partners, Sandbox Industries
Diagnostics
Genalyte
Claremont Creek Ventures, BioMed Ventures, Khosla Ventures, Redmile Group
Diagnostics
Lunit
Formation 8, K Cube Ventures, Softbank Ventures Korea
Diagnostics
Freenome
Andreessen Horowitz, Founders Fund, Third Kind Venture Capital
Diagnostics
DrFirst
Goldman Sachs, SunTrust Banks, Savano Capital Partners
Communication
[m]pirik
BrightStar Wisconsin
Communication
Cureatr
Cardinal Partners, JMI Services, Milestone Venture Partners
Communication
Voalte
Ascension Ventures, Bedford Funding, Cerner Capital
Communication
BeckonCall
Undisclosed Investors
Communication
PatientSafe Solutions
TELUS Ventures, EDBI, Camden Partners, Menlo Ventures
Communication
Stitch
Y Combinator
Communication
TigerText
Norwest Venture Partners, Shasta Ventures, OrbiMed Advisors
Communication
Modernizing Medicine
IBM Watson Group, Sands Capital, Summit Partners, Pentland Group
EMR/Practice Management
Yosko
Techstars, Sprint Accelerator
EMR/Practice Management
Pokitdok
McKesson Ventures, New Atlantic Ventures, Lemhi Ventures, Healthy Ventures
EMR/Practice Management
CareCloud
Intel Capital, Norwest Venture Partners, Adams Street Partners
EMR/Practice Management
PracticeFusion
Artis Ventues, Kleiner Perkins Caufield & Byers, Salesforce Ventures
EMR/Practice Management
medCPU
Merck Global Health Innovation Fund, University of Pittsburgh Medical Center
EMR/Practice Management
ESO Solutions
Austin Ventures, Accel-KKR
EMR/Practice Management
Flatiron Health
Google Ventures, Roche Venture Fund, First Round Capital, Casdin Capital
EMR/Practice Management
Augmedix
Rock Health, DCM Ventures, Emergence Capital Partners
EMR/Practice Management
Gauss Surgical
Jump Capital, LifeForce Ventures, Promus Ventures, Summation Health Ventures
Surgery




46
82 Digital Health Startups Reinventing The Practice Of Medicine
Company
Select Investors
Category
Intellijoint Surgical
Georgian Angel Network, MaRS Investment Accelerator Fund
Surgery
Surgical Theater
HTC, Shanghai Creation Investment
Surgery
TouchSurgery
Blueprint Health
Surgery
CMR Robotics
Cambridge Innovation Capital, Escala Capital, LGT Capital Partners, ABB Technology
Ventures
Surgery
Simulated Surgical
Systems
Undisclosed Investors
Surgery
OrthoSensor
Ziegler Meditech Equity Partners, Bridger Healthcare, Tullis Health Investors
Surgery
Aidin
New York Digital Health Accelerator, General Catalyst Partners, HLM Venture Partners
Referrals
AristaMD
Avalon Ventures, Correlation Ventures
Referrals
Grand Rounds
Greylock Partners, Venrock, Harrison Metak
Referrals
Kyruus
F-Prime Capital, Highland Capital Management, Lux Capital
Referrals
Solera Health
BlueCross BlueShield Venture Partners, Sandbox Industries
Referrals
Healthify
New York Digital Health Accelerator, Kapor Capital, Milestone Venture Partners
Referrals
Health Gorilla
Data Collective, True Ventures, Orfin Ventures
Care Coordination
Dash MD
University of Toronto
Care Coordination
HealthLoop
Summation Health Ventures, Canvas Ventures, Founders Fund
Care Coordination
SilverVue
Epic Ventures, GE Ventures, Pritzker Group Venture Capital
Care Coordination
Bivarus
Excelerate Health Ventures, NueCura Partners, Halteras Venture Partners
Patient Experience
NarrativeDx
DreamIt Ventures, LiveOak Venture Partners
Patient Experience
MedStatix
Ben Franklin Technology Partners, Aspire Ventures
Patient Experience
appliedVR
Techstars
Patient Experience
Altitude Medical
Undisclosed Investors
Infection Control
Xenex
Battery Ventures, RK Ventures Group, Targeted Technology
Infection Control
Hyginex
Persistent Venture Fund
Infection Control
Hand-in-Scan
DBH Investments, Perion Investment Fund
Infection Control
analyticsMD
Fenox Venture Capital, Y Combinator, FundersClub
Readmissions/ Emergency
Department
jvion
Mayo Clinic, Eastside Partners
Readmissions/ Emergency
Department
Position Health
Blueprint Health
Readmissions/ Emergency
Department
check-ER
Merck Accelerator
Readmissions/ Emergency
Department




47
82 Digital Health Startups Reinventing The Practice Of Medicine
Company
Select Investors
Category
Gozio Health
Rutherford Seydel, Undisclosed Investors
Hospital Navigation
Connexient
Undisclosed Investors
Hospital Navigation
PerceptiMed
Easton Capital, New Science Ventures
Medication Management
Talyst
AIG Investments, Ignition Partners, OVP Venture Partners
Medication Management
ZappRx
Atlas Venture, SR One, Life Science Angels
Medication Management
RxRevu
Multiple angels
Medication Management
Capsule
Thrive Capital
Medication Management
Sentrian
Frost Data Capital, TELUS Ventures, Tech Coast Angels, REV
Patient Monitoring
MediBeacon
BioGenerator, HC2 Holdings
Patient Monitoring
Glytec
Equity Resource Investments, Standard Pacific Capital, Sea Dragon Healthcare Partners
Patient Monitoring
OptiScan
MedVenture Associates, Morgenthaler Ventures, Wexford Capital
Patient Monitoring
Ornim Medical
GE Ventures, OrbiMed Advisors, Agate Medical Investments
Patient Monitoring
EarlySense
Samsung Ventures, ProSeed Venture Capital, Welch Allyn
Patient Monitoring
Endotronix
Aperture Venture Partners, BioVentures Investors, SV Life Sciences
Patient Monitoring
Butterfly Network
Aeris Capital, Stanford University
Radiology
HeartFlow
BlueCross BlueShield Venture Partners, Capricorn Healthcare, Sandbox Industries, US Venture Partners
Radiology
EagleEyeMed
Undisclosed Investors
Radiology
Arterys
AME Cloud Ventures, Asset Management Ventures, Emergent Medical Partners, GE Ventures
Radiology
Enlitic
Capitol Health Partners, Data Collective, Amplify Partners
Radiology
LifeIMAGE
Zaffre Investments, Cardinal Partners, Galen Partners, Long River Ventures
Radiology
SonoCine
Undisclosed Investors
Radiology
Imagia
BDC Healthcare Venture Fund, Emerillon Capital, Lumira Capital, Real Ventures
Radiology
Trice Medical
BioStar Ventures, Safeguard Scientifics, HealthQuest Capital
Radiology




48


Companies That Are Building Smart Cities
Company
Select Investors
Category
ParkWhiz
Jump Capital, Amicus Capital, Hyde Park Venture Partners
Parking
Parkifi
Crosslink Capital, Foundry Group, Drummond Road Capital
Parking
SpotHero
500 Startups, Battery Ventures, Lightbank
Parking
Anagog
GigOptix, Avi Shechter, Dan Vilensky
Parking
Spot
Undisclosed Investors
Parking
Spaceek
Undisclosed Investors
Parking
MeterFeeder
Y Combinator
Parking
Telensa
Silicon Valley Bank, Environmental Technologies Fund
Grid/Energy
Gridcure
500 Accelerator
Grid/Energy
Utilidata
Formation 8, Braemar Energy Ventures, American Electric Power
Grid/Energy
Enbala Power Networks
Obvious Ventures, XPV Capital, GE Ventures
Grid/Energy
Semitech Semiconductor
Cleantech Ventures, Get2Volume, SIMAC Capital
Grid/Energy
Varentec
3M New Ventures, Khosla Ventures, Bill Gates
Grid/Energy
Greensync
Melbourne Angels
Grid/Energy
Trilliant
Selby Venture Partners, Zouk Capital, VantagePoint Capital Partners
Grid/Energy
BPL
Al-Deera Holding, El Dorado Ventures, Novitas Capital
Grid/Energy
Placemeter
Collaborative Fund, Correlation Ventures, Kima Ventures
Urban Planning
AmigoCloud
Code for America
Urban Planning
LocalData
Matter
Urban Planning
Neighborland
SV Angel, True Ventures, Lerer Hippeau Ventures
Urban Planning
Azavea
Dogpatch Labs
Urban Planning
Social Bicycles
SOSventures. New York Angels, SoundBoard Angel Fund
Smarter Transport
Zagster
Fontinalis Partners, LaunchCapital, Investors Circle
Smarter Transport
Yunmake
Qualcomm Ventures, Foxconn Technology Company, Shunwei Capital Partners
Smarter Transport
Mojio
Relay Ventures, 500 Startups, BDC Venture Capital
Smarter Transport
Shuttl
Sequoia Capital India, Lightspeed Venture Partners, Times Internet
Smarter Transport
Chariot
SoftTech VC, Haystack Fund, Scrum Ventures
Smarter Transport
Vinli
Samsung Ventures, Westly Group, Cox Automotive
Smarter Transport
Ather Energy
Tiger Global Management, Binny Bansal, Sachin Bansal
Smarter Transport
Zubie
Castrol InnoVentures, Nokia Growth Partners, Magna International
Smarter Transport
Bridj
NextView Ventures, Atlas Ventures, Suffolk Equity Partners
Smarter Transport


49
Companies That Are Building Smart Cities
Company
Select Investors
Category
Breeze
SpeedUP! Europe
Environmental Sensors
Breezometer
Launchpad Digital Health, JumpSpeed Ventures
Environmental Sensors
Understory
RRE Ventures, True Ventures, SK Ventures
Environmental Sensors
DasBox
InnoCite MTL
Environmental Sensors
Aclima
N/A
Environmental Sensors
Veniam
Union Square Ventures, True Ventures, Verizon Ventures
Connectivity
BRCK
Synergy Growth, Invested Development, Urban.us
Connectivity
LQD Wifi
Undisclosed Investors
Connectivity
Jana Mobile
Spark Capital, Qualcomm Ventures, Information Venture Partners
Connectivity
Filament
Resonant Venture Partners, Samsung Ventures, Bullpen Capital
Connectivity
Zerocycle
Undisclosed Investors
Traffic/Transit
AMCS Group
Insight Venture Partners, Ireland Strategic Investment Fund, Highland Capital Partners
Traffic/Transit
Enevo
Lifeline Ventures, Earlybird Venture Capital, Ginko Ventures
Traffic/Transit
Inrix
August Capital, Bain Capital Ventures, Intel Capital
Traffic/Transit
TransitScreen
Undisclosed Investors
Traffic/Transit
Citymapper
Balderton Capital, Index Ventures, Greylock Partners
Traffic/Transit
Miovision
Plaza Venture Partners, Renewal Funds, Investeco Capital
Traffic/Transit
Metrotech
Undisclosed Investors
Traffic/Transit
Ma3Route
Undisclosed Investors
Traffic/Transit
Urban Engines
Andreessen Horowitz, Google Ventures, SV Angel
Traffic/Transit
Moovit
BMW iVentures, Sequoia Capital Israel, Nokia Growth Partners
Traffic/Transit
Ayyeka
ImagineH20
Water Usage/Quality
Rachio
Slow Ventures, Foundry Group, SK Ventures
Water Usage/Quality
Valor Water Analytics
Y Combinator, ImagineH20
Water Usage/Quality
WaterSmart Software
Draper Fisher Jurvetson, Physic Ventures, Westly Group
Water Usage/Quality


50


62
9
16
211
490
1200
1400
2010
2011
2012
2013
2014
2015
2016 (YTD)
From the NY Times to Bloomberg, CB Insights data is used by hundreds of
leading media outlets every week
"ACCORDING TO CB INSIGHTS"
CB INSIGHTS MEDIA CITATIONS PER YEAR
LEARN MORE

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