2017
THE AI
1
How the AI 100
companies were selected
It is a purely data-driven/algorithmic process that uses CB Insights data. We've 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 Company Mosaic page walks through the factors considered in the algorithm in some detail but at a
high level, it considers several factors including:

Momentum Considers non-traditional signals including news mentions, sentiment, jobs data/hiring,
social media, web traffic and usage, partnerships, and more.

Market Quantifies the health of the sector and industry the company is involved in, including funding,
deals, exit activity, and hiring.

Money Assesses financial signals including funding recency and total raised.

Investor quality Weighs the quality of the investors participating in deals to the company, judging
investors based on exits, returns, and portfolio quality.
2
Affectiva
affectiva.com
Affectiva, an MIT Media Lab spin-off, is the pioneer in Emotion AI, the next
frontier of artificial intelligence. Affectiva's mission is to bring emotional
intelligence to the digital world with emotion recognition technology
that humanizes how people and systems interact. Affectiva's patented
technology uses computer vision, deep learning and the world's largest
emotion database of 4.8 million faces analyzed in 75 countries. Affectiva's
SDKs and APIs enable developers to add emotion-sensing and analytics to
their own apps, games, devices and digital experiences. Affectiva is used
by one third of the Fortune Global 100, including more than 1,400 brands,
to gather insight and analytics in consumer emotional engagement.
Affectiva's emotion recognition technology is applied in many different
verticals including online education, healthcare, gaming, robotics, media
and advertising, market research, automotive retail, human resources,
training and coaching, video communication, experiential design, and in
wearables and devices.
AImotive
aimotive.com
AImotive is a Budapest-based software company, developing a full-stack
software suite for fully autonomous self-driving cars. Established on
the idea that self-driving cars should mimic human behavior, AImotive's
algorithms rely on cameras as primary sensors for accomplishing the
tasks of object recognition and classification, localization, decision
making, trajectory planning and vehicle control. Development and
operation processes follow the current automotive standards, providing
a hardware-agnostic, yet scalable solution. The software engine
components are aided by an extensive toolkit to accelerate the training
and verification, including calibration, data collection and augmented
data generation, semi-supervised annotation, and a real-time,
photorealistic simulation environment. Addressing the growing need
for hardware accelerators that are optimized specifically for artificial
intelligence, AImotive designs a power efficient, high performance neural
network hardware IP for automotive embedded solutions. The reference
design helps chip companies build the optimal hardware to support the
performance requirements of the AI-based software suite.
Algorithmia
algorithmia.com
Algorithmia helps developers, enterprises, and academics create, host,
distribute, and monetize intelligent microservices. Today, over 30,000
developers have access to a growing library of 2,500 algorithmic
microservices they can integrate into their applications through a
simple REST API. Algorithmia's mission is to advance the development,
discovery, and accessibility of algorithmic intelligence. They believe
Artificial Intelligence should be available to any developer regardless
of language or technology stack. Today, Algorithmia provides two
major products: Algorithmia.com, a marketplace for microservices,
and CODEX, a platform for functions and AI models. CODEX helps
organizations centralize shared services, discover internal algorithms,
and scale AI models behind the firewall.
AlphaSense, Inc.
alpha-sense.com
AlphaSense solves the crippling information overload problem for
knowledge professionals who are subject to a fire hose of data and are
unable to catch or digest the vast amounts of content relevant to their
daily decisions. Some platforms offer access to relevant documents,
but none have intelligent search capabilities. AlphaSense offers access
to proprietary research databases and includes semantic knowledge of
financial language and the relevance analytics to surface valuable hidden
snippets of information. AlphaSense ingests millions of documents,
including company filings and transcripts, presentations, news,
press releases and Wall Street research and any uploaded content. It
semantically indexes these documents and produces instant results for
users on any theme they are researching, summarizing relevant snippets
across a vast volume of documents. The key benefit AlphaSense provides
is an information edge, allowing users to find what others miss, and be the
first to act on new information and insights.
3
Anki
anki.com
Anki has a dream to bring artificial intelligence and consumer robotics
into everyday life. Anki's cornerstone product is Anki Overdrive, based on
technology that brings together video games and physical toys. Using a
smartphone, the user can race a real toy car around Anki's track, challenge
friends, or play against other cars controlled by Anki's AI. As in a video
game, the cars adapt to their environment and surroundings, are fully
customizable through the app, and improve their performance with usage.
Appier
appier.com
Appier is a technology company that makes it easy for businesses to
use artificial intelligence to grow and succeed in a cross screen era.
Appier is formed by a passionate team of computer scientists and
engineers with experience in AI, data analysis, distributed systems, and
marketing. Their colleagues come from Google, Intel, Yahoo, as well
as renowned AI research groups in Harvard University and Stanford
University. Headquartered in Taipei, Appier serves more than 500
global brands and agencies from offices in eleven markets across Asia,
including Taipei, Singapore, Tokyo, Sydney, Ho Chi Minh City, Manila,
Hong Kong, Mumbai, New Delhi, Jakarta and Seoul.
Atomwise, Inc.
atomwise.com
Atomwise uses artificial intelligence to discover new potential medicines.
Atomwise built the first deep neural network for structure-based drug
design. Atomwise is helping researchers tackle chronic diseases such as
cancer, multiple sclerosis, and diabetes; neglected global diseases such as
Ebola and malaria; resurgent diseases such as antibiotic-resistant germs;
and bioterror threats such as botulinum neurotoxin. Atomwise trains deep
3D convolutional neural networks that autonomously learn spatial and
chemical features, and predict which molecules are likely to be effective.
The neural networks are applied throughout the drug discovery pipeline to
optimize the initial leads into potent medicines and adjust them to avoid
toxicity problems. Atomwise can analyze millions of molecules per day,
orders of magnitude faster than other physical testing technologies, and
helping find cures months or even years faster.
Automat
automat.ai
Automat is the world's first AI powered Conversational Marketing
Platform. They enable companies to have personalized one-on-one
messaging conversations with their customers to drive meaningful
engagement that improves upon decades of static catalog-like website
and mobile app content. Automat's Bot Creator authoring environment
lets marketing professionals, creatives, and developers collaborate to
build Conversational Software powered by artificial intelligence that
beats today's one-size-fits-all sales funnels. Starting either from their
Bot Library of pre-existing marketing objective templates such as
Product Discovery, Influencer Marketing, Scheduling, Conversational
Ads, etc, or beginning from scratch to build a wholly original
conversational campaign, marketers can now reach mobile customers
where they spend the bulk of their time, inside popular messaging apps
like Messenger, Kik, WhatsApp, and WeChat. Riding on top of Automat's
Conversation as a Service (CaaS) platform, marketers can harness the
power of Conversational Language Understanding (CLU) to recognize
what consumers are saying about their brand and products providing a
personalized one-on-one purchasing experience.
4
Ayasdi
ayasdi.com
Ayasdi helps companies around the world to use artificial intelligence
and Big Data to make employees hundreds of times more productive
and to drive fundamental breakthroughs that are beyond the capabilities
of humans. Their revolutionary machine intelligence platform leverages
automation, machine learning and topological data analysis to
simplify the extraction of knowledge from even the largest and most
complex data sets and to facilitate the deployment of intelligent,
AI-based applications across the enterprise. Developed by Stanford
computational mathematicians, Ayasdi's unique approach to machine
intelligence leverages breakthrough mathematics, highly automated
software and inexpensive, scalable computers to revolutionize the
process of converting big data into business impact. They are excited to
count many of the Global 500, plus leading governments and research
institutions as their clients and partners. To learn more, visit ayasdi.com
or follow us @ayasdi.
babylon
babylonhealth.com
babylon is a personal healthcare service that lives in your smartphone
or tablet. It's easy to use, available whenever you need it and available
for everyone to use. It lets people arrange to see their lovely doctors
within minutes, chat to them face-to-face on their mobile to find out
what's wrong, and then get back on track with sound advice. At babylon,
they're on a mission to make healthier, happier people. So they've
created a bunch of features for the app to do just that. You can check
any symptom and ask all the questions you can think of using their chat
feature, send us questions for a speedy response and order test kits you
can do at home. They're changing the way healthcare gets done.
BenevolentAI
benevolent.ai
Despite despite the huge growth of knowledge, scientific discovery has
not changed for 50 years. It's impossible for humans alone to process all
of the information potentially available to advance scientific research - a
new scientific paper is published every 30 seconds, there are 10,000
updates to PubMed every day. Consequently, only a small fraction of
globally generated scientific information can form 'useable' knowledge.
BenevolentAI applies AI and deep learning techniques to enable the
analysis of vast quantities of complex scientific information. The Company
is changing the way knowledge is created by producing an enormous
structured, curated and qualified proprietary 'data lake' of dynamic usable
knowledge that can be applied for real world use in conjunction with
human experts. The Company's first application of AI was in bioscience
to accelerate drug discovery. BenevolentAI is now expanding into other
large global scientific industries such a veterinary medicine, aggrotech,
nutraceuticals and materials science.
BloomReach
bloomreach.com
The BloomReach Personalization Platform is an underlying set of
technologies to deliver the right experience for the user and business in
every digital context from acquisition to conversion. The BloomReach
Personalization Platform powers big data applications that span the
customer experience and make it more personalized and relevant
to the customer's intent. The BloomReach Personalization Platform
centralizes data enrichment, access, publishing and integration across
all BloomReach products. With a single integration, customers have one
login to access all BloomReach products, one pixel to inform BloomReach
and one feed to send to BloomReach. Data enrichment includes attribute
extraction, synonymization and machine learning. Data access makes
the behavioral, product and demand data available to all BloomReach
applications. Publishing supports the integration of many different widgets
into a single framework so that customers can customize their templates
and experiences.
5
Blue River Technology
bluerivert.com
Blue River Technology creates and delivers advanced technology for better
agriculture. The company's pioneering approach utilizes computer vision
and robotics to build a future that 'makes every plant count' - where the
needs of each plant are precisely measured and instantly responded to,
significantly reducing chemical and nutrient use. The company brings
substantial experience in precision agriculture, robotics, computer vision
and machine learning.
Bonsai
bons.ai
Bonsai is a software development platform that empowers every developer
to build, teach and use intelligence models. The Bonsai Platform abstracts
away the low-level, inner workings of artificial intelligence so developers
can focus on what really matters, building smarter applications faster.
Instead of needing expertise in complex AI algorithms and techniques, the
Bonsai Artificial Intelligence Engine allows a developer to more efficiently
code the multiple concepts and lessons needed to enable greater control
and optimization of hardware and software. Bonsai's fundamentally
different approach results in far more accessible, efficient and explainable
models compared to alternatives. Bonsai is headquartered in Berkeley, CA
and backed by NEA.
Cape Analytics
capeanalytics.com
Cape Analytics was established to change the way information about the
human-built environment is created and used. The company uses artificial
intelligence to instantly and automatically extract proprietary property
data from geospatial imagery. Cape Analytics' cloud-based platform uses
computer vision to provide near inspection-quality information about
high-value property features instantaneously and at scale. This data is
available nationwide and can be easily integrated by insurance carriers and
other property stakeholders. Cape Analytics establishes a new category of
property analytics, offering immediacy and coverage comparable to public
record data, but with the accuracy and detail previously available only from
time-consuming, in-person property assessments.
Captricity
captricity.com
Captricity is secure cloud software that transforms handwritten paper
forms into digital data with 99%+ percent accuracy. Captricity's cloud
solution features unique crowd-guided deep learning technology that can
extract data from any source - paper documents, scans, faxes, emails, call
centers and web forms - and connect automatically to backend systems to
empower advanced analytics and eliminate the need for costly, ineffective
manual data entry processes. Captricity serves a broad range of markets,
including insurance, healthcare, government and non-profits.
6
Chorus.ai
chorus.ai
Chorus helps your team make decisions using the insights you'd get
if you were sitting in on every sales or customer success call. They
founded Chorus to understand what influences conversation outcomes,
and make it easy to learn from and influence the thousands of
conversations your team has. Today, almost all of those conversations
and the insights they contain are forgotten the second they end,
except for the few notes captured in your CRM. They're changing that.
They are a tight-knit team of world-class scientists, engineers and
product designers, and are working with a wide variety of data-driven
public and high-growth companies. They're passionate about voices,
language, technology and results, and can't wait to find the moments in
conversations that matter to you and your team.
Chronocam
chronocam.com
Chronocam is developing a unique, bio-inspired and self-adapting
approach to the need for visual sensing and processing in autonomous
vehicles, connected devices, security and surveillance systems. Its
innovative vision sensors and systems replicate the functioning of the
human eye and address the limitations of conventional vision sensors
by enabling real time sensing of the relevant dynamic scene context and
acquiring only what is necessary. The result is that Chronocam's vision
solutions set a new benchmark for computer vision performance with
unprecedented speed, dynamic range, sensor level video compression and
power efficiency, at the same time. Based in Paris, Chronocam is a venture
backed company with investors including 360 Capital, CEA Investissement,
iBionext, Intel Capital, Renault-Nissan Group, and Robert Bosch Venture
Capital. More information can be found at chronocam.com.
Citrine Informatics
citrine.io
Citrine hosts the world's largest materials repository platform. Citrine
uses this platform to build AI software that enables more efficient
discovery, optimization, manufacturing, and deployment of materials.
Their software platform ingests structured and unstructured materials
data from a wide variety of sources, both public and private; they
then use AI engines to identify important signals in those data and
directly enhance customers' R&D and manufacturing efforts. They
serve organizations that rely on cutting-edge materials for competitive
advantage, in industries ranging from automotive, aerospace, consumer
goods, batteries, and electronics.
Clara Labs
claralabs.com
Clara Labs manages your work calendar in a smarter, more efficient
way than a human is capable of. When you need to schedule a meeting
just CC "clara@yourcompany.com" and Clara will take over the email
dialogue, sending the calendar invitation on your behalf. Clara supports
hundreds of teams across the globe, from executives to sales orgs to
recruiters, saving thousands of hours a week in tedious back-and-forth.
Clara's human-in-the-loop architecture maintains its conversational
warmth and intelligence, while dramatically lowering the cost of
receiving scheduling assistance. With Clara, your time is free to focus on
the work that matters.
7
Clarifai
clarifai.com
Clarifai is an artificial intelligence company that excels in visual
recognition, solving real-world problems for businesses and developers
alike. Founded in 2013 by Matthew Zeiler, a foremost expert in machine
learning, Clarifai has been a market leader since winning the top five places
at the ImageNet 2013 competition, and predicts more than 1.4 billion
concepts in images every month. Clarifai's powerful visual recognition
technology is built on the most advanced machine learning systems and
made easily accessible by a clean API, empowering developers all over
the world to build a new generation of intelligent applications. Clarifai
builds products to make it easy, quick, and inexpensive for developers and
businesses to innovate with AI, go to market faster, and build better user
experiences. Clarifai also makes "teaching" AI just as accessible as they
make using AI, which is why their technology is the most customizable and
accurate solution in the market.
CloudMedx Inc
cloudmedxhealth.com
We have built a Clinical AI Platform that is bringing scale and simplicity
to the application of brain-inspired clinical algorithms to healthcare.
Their platform is built on a comprehensive and constantly growing
network of medical knowledge that powers their applications. Further,
the sheer amount of unprocessed data in healthcare is hindering patient
centered care. Their natural language processing taps into this data with
a deep understanding of clinical context and uses machine learning to
provide a profile of each patient's risk (severity of disease and potential
adverse events, like a hospital readmission) that could not be generated
before. This enables true patient centered precision care. CloudMedx
combines the power of machine learning and big data analytics to
generate real-time health insights and improve patient outcomes
for chronic conditions that are responsible for as much as 90% of
healthcare costs such as congestive heart failure, stroke, hypertension,
COPD, diabetes, etc.
CognitiveScale
cognitivescale.com
CognitiveScale builds machine intelligence software for healthcare,
commerce, and financial services markets. The company's products
Engage and Amplify help large enterprises increase customer engagement,
improve decision-making, and deliver self-learning and self-assuring
business processes. CognitiveScale has successfully deployed its
software with multiple Global 500 companies and has formed strategic
go to market and technology partnerships with IBM, Microsoft, and
Deloitte. CognitiveScale was founded in 2013 by highly successful serial
entrepreneurs and senior executives from IBM Watson, Oracle, and
Salesforce with deep expertise in vertical enterprise software, cloud
computing, and machine learning. The company has won numerous
awards and featured in prominent research and publications. It is
headquartered in Austin, Texas, with offices in the United Kingdom and
India. Investors include Norwest Ventures, Intel Capital, IBM Watson, and
Microsoft Ventures.
Context Relevant
contextrelevant.com
Context Relevant products solve some of the world's toughest big data,
predictive, and behavioral challenges using Their machine learning
driven Automated Data Science platformfaster and more effectively
than any other solution. The Context Relevant machine learning platform
takes the best of open source infrastructure, such as Hadoop and Spark,
and ties it together with their proprietary Automated Data Science
engine and application environment. The result is a full-stack, production
ready platform that enables the rapid creation, testing, and deployment
of data science- and predictive analysis-driven intelligent applications.
8
Cortical.io
cortical.io
Cortical.io offers Natural Language Understanding (NLU) solutions
based on Semantic Folding, a theory which opens a fundamentally new
perspective to handling Big Text Data. Inspired by the latest findings
on the way the brain processes information, Cortical.io's Retina Engine
converts language into semantic fingerprints, a numerical representation
that captures meaning explicitly and operates on it computationally. The
Retina Engine compares the semantic relatedness of any two texts by
measuring the overlap of their fingerprints. It can be easily customized for
any language, domain or jargon and delivers results quickly, at low costs.
The intrinsic difference of Cortical.io's algorithm makes it possible to
solve many open NLU challenges like meaning-based filtering of terabytes
of unstructured text data, real-time topic detection in social media or
semantic search over millions of documents across languages. Cortical.io
was founded in 2011 in Vienna, Austria and holds a broad general license
for Numenta's HTM technology.
CrowdFlower
crowdflower.com
CrowdFlower is the essential human-in-the-loop platform for data science
teams. CrowdFlower helps customers generate high quality customized
training data for their machine learning initiatives, or automate a business
process with easy-to-deploy models and integrated human-in-the-loop
workflows. The CrowdFlower platform supports a wide range of use cases
including self-driving cars, intelligent personal assistants, medical image
labeling, content categorization, customer support ticket classification,
social data insight, CRM data enrichment, product categorization, and
search relevance. Headquartered in San Francisco and backed by Canvas
Venture Fund, Trinity Ventures, and Microsoft Ventures, CrowdFlower
serves data science teams at Fortune 500 and fast-growing data-driven
organizations across a wide variety of industries. For more information,
visit www.crowdflower.com.
Cylance
cylance.com
Cylance is a cybersecurity products and services company focusing
on stopping tomorrow's attacks today. Founded in 2012 by ex-McAfee
Global CTO Stuart McClure and ex-McAfee Chief Scientist Ryan Permeh,
Cylance was created to solve the malware problem once and for all.
Their flagship product, CylancePROTECT, is the world's first next-
generation antivirus built on artificial intelligence and machine learning.
Named the SC Magazine Award winner for "Best Emerging Technology"
in 2015, CylancePROTECT offers exponentially improved prevention
capabilities when compared to other endpoint security solutions. For a
demo of CylancePROTECT, visit us at cylance.com
Darktrace
darktrace.com
Named 'Best Security Company of the Year' in the Info Security Products
Guide 2016, Darktrace is one of the world's leading cyber threat defense
companies. Its Enterprise Immune System technology detects and
responds to previously unidentified threats, powered by machine
learning and mathematics developed by specialists from the University
of Cambridge. Without using rules or signatures, Darktrace is uniquely
capable of understanding the 'pattern of life' of every device, user and
network within an organization, and defends against evolving threats
that bypass all other systems. Some of the world's largest corporations
rely on Darktrace's self-learning technology in sectors including energy
and utilities, financial services, telecommunications, healthcare,
manufacturing, retail and transportation. Darktrace is headquartered
in Cambridge, UK and San Francisco, with offices in Auckland, Boston,
Chicago, Dallas, London, Los Angeles, Milan, Mumbai, New York, Paris,
Seoul, Singapore, Sydney, Tokyo, Toronto and Washington D.C.
9
Dataminr
dataminr.com
Dataminr is a service that creates real-time, actionable breaking news
alerts from public social media activity. Dataminr's powerful algorithms
instantly transform all publicly available Twitter data and other public
datasets into actionable news alerts that enable security, operations,
financial and communications professionals around the world to be
proactively alerted to must-know information as events unfold. Alerts are
delivered via desktop applications and workflow-integrated notifications.
Global corporations, financial firms, news organizations and the public
sector rely on Dataminr to know about breaking news early so they can
respond quickly to the incidents and disruptions that can impact their
people, assets, portfolios, and operations.
DataRobot
datarobot.com
DataRobot automates the process of building machine learning models.
The platform empowers users enterprise-wide to make smarter,
faster business decisions by delivering unmatched speed, accuracy,
and automation at scale. From the progressive business analysts or
statisticians to the applied data scientists - users from around the globe
are building and deploying accurate predictive models in a fraction of
the time it used to take. DataRobot addresses the critical shortage of
data scientists by changing the speed and economics of predictive
analytics. The platform uses massively parallel processing to train
and evaluate 1000's of predictive models in R, Python, SparkML, H2O,
Tensorflow and other open source libraries. It searches through millions
of possible combinations of algorithms, pre-processing steps, features,
transformations and tuning parameters to deliver the best models for
a given dataset and prediction target. Watch the video "Presenting
DataRobot" datarobot.wistia.com/medias/cqkjuzsp0z
Deep Genomics
deepgenomics.com
Founded in 2015, Deep Genomics builds computational systems
that will improve how they diagnose, treat, and understand disease.
A key obstacle to realizing the benefits promised by routine genome
sequencing is the difficulty connecting individual genetic alterations
to physiological consequences that impact health. Deep Genomics is
working to close this gap. Deep Genomics' technology emerged from
more than a decade of academic research that brought together the
fields of machine learning and genome biology. Their mission is to
develop an integrated computational system that can learn, predict and
interpret how changes in DNA whether natural or therapeutic alter
crucial cellular processes. They develop new machine learning methods
that can find patterns in massive datasets and infer computer models of
how cells read the genome and generate biomolecules. In this way, their
unique technology provides a causal interpretation for genetic variation
that is applicable to any variant, and any disease.
Deep Instinct
deepinstinct.com
Deep Instinct is the first company to apply deep learning to cybersecurity.
Deep learning is inspired by the brain's ability to learn. Once a brain learns
to identify an object, its identification becomes second nature. Similarly, as
Deep Instinct's artificial brain learns to detect any type of cyber threat, its
prediction capabilities become instinctive. As a result, zero-day and APT
attacks are detected and prevented in real-time with unmatched accuracy.
Deep Instinct brings a completely new approach to cybersecurity that is
proactive and predictive. Deep Instinct provides comprehensive defense
that is designed to protect against the most evasive unknown malware in
real-time, across an organization's endpoints, servers, and mobile devices.
Deep learning's capabilities of identifying malware from any data source
results in comprehensive protection on any device, any platform, and
operating system.
10
Deepgram
deepgram.com
Deepgram uses deep learning to mine your recorded speech data for
business insights. Companies only analyze 2% of their audio data.
Deepgram does all of it. Predict churn, CSAT, NPS, conversion, and
search your data like you're Google.
Descartes Labs
descarteslabs.com
Founded in 2014, Descartes Labs is a New Mexico-based technology
company advancing the science of forecasting. The team, which
originally spun out of Los Alamos National Lab, developed a platform
that applies machine learning to massive data sets, like satellite imagery,
for forecasting and analysis across different industries. Descartes' first
application was in agriculture, analyzing satellite imagery to predict corn
and soy yields in the U.S. ahead of the USDA, which is the current industry
benchmark. Descartes Labs' mission is to solve the most challenging
forecasting problems today, to help us better understand the Earth and
prepare for the future. The company was named one of CB Insights' Game
Changers in 2016.
Digital Reasoning
digitalreasoning.com
Digital Reasoning is a leader in cognitive computing. They build software
that understands human communication and extracts insights from
it - in many languages, across many domains, and at enormous scale.
Their award-winning cognitive computing platform, Synthesys, is
able to analyze all forms of unstructured and structured data, including
feeds from legacy technologies, as well new insights from untapped
resources. It produces holistic insights that give organizations
unparalleled oversight and control, even at the scale of complex global
enterprises and government departments. Synthesys uses natural
language processing and machine learning to semantically analyze
human communication, uses context to discern meaning and relevance,
and applies knowledge representation to adapt to different usage
domains. It creates and maintains profiles of entities (people, places,
objects) and relationships between them. Machine learning continually
improves its accuracy. Digital Reasoning has applied Synthesys to
develop proven solutions for financial services, intelligence and defense,
law enforcement, and health care organizations.
DigitalGenius
digitalgenius.com
DigitalGenius brings practical applications of deep learning and artificial
intelligence into customer service operations of leading companies. At
its core are deep learning algorithms, which are trained on historical
customer service data and integrated directly into the contact center's
existing software. Already deployed with industry innovators like
KLM Royal Dutch Airlines, Unilever, and HSBC, the product delivers
value through two main functions: Predictive Case Intelligence: using
machine learning to predict and automatically pre-fill all case meta-
data around an incoming customer service message. Improving
accuracy and significantly reducing average handling time. Human+AI
Question Answering: a deep learning algorithm trained on historical
customer service logs suggests and automates answers to customer
questions over email, live chat, social media, mobile messaging and
SMS. DigitalGenius has built a scalable deep-learning product for
the customer service industry, leveraging and creating cutting edge
research, to transform the customer service function inside businesses.
DigitalGenius
Human+AI Customer Service
deep
gram
11
Dispatch
dispatch.ai
Delivery is a huge and growing market - as it continues to grow
autonomy becomes increasingly essential. Dispatch is making delivery
smart by creating a platform for local delivery powered by a fleet of
autonomous vehicles designed for sidewalks and pedestrian spaces.
Dispatch's first autonomous vehicle, nicknamed Carry, is designed to
deliver. The vehicle is small enough to navigate sidewalks, but large
enough to carry multiple packages. It operates in pedestrian areas and
travels no faster than a brisk walking pace, blending smoothly with
pedestrian traffic. Carry provides real time notifications throughout it's
journey. Upon arrival, users receive a code to unlock their compartment
and grab their items. Then Carry is off to its next delivery
Drawbridge
drawbridge.com
Drawbridge is the leading anonymized digital identity company, building
patented cross-device technology that fundamentally changes the way
brands connect with people. The Drawbridge Connected Consumer
Graph includes more than one billion consumers across more than
three billion devices, and verified to be 97.3% precise. Brands can work
with Drawbridge in three ways: by licensing the Drawbridge Connected
Consumer Graph for cross-device data applications; managing cross-
device ad campaigns in real-time using the Drawbridge Cross-Device
Platform; or working with Drawbridge to execute cross-device digital
advertising campaigns. The company is headquartered in Silicon Valley, is
backed by Sequoia Capital, Kleiner Perkins Caufield Byers, and Northgate
Capital, and has been named to the Inc. 5000 annual ranking of the
fastest-growing companies in America for the past two years.
Drive.ai
drive.ai
Drive.ai is a software company reimagining the fundamental relationship
between people and transportation. Founded in 2015 with a team
out of Stanford University's Artificial Intelligence Lab, Drive.ai uses
sophisticated deep learning algorithms for a full-stack solution
including perception and path planning, to control the vehicle to power
the next era of transportation. Drive.ai's product offering will consist
of a retrofitted self-driving kit for business fleets, with a long-term plan
to have their software integrated into new vehicles. This will include
sensors and a roof-mounted human-robot interaction outside the car,
all powered by deep learning software algorithms. The company's initial
market approach will focus on proving the technology with route-based
vehicle fleets, in industries such as package delivery, ridesharing, and
public/private transit. Drive.ai is licensed to test autonomous vehicles in
the state of California.
Elitic, Inc.
enlitic.com
Enlitic, Inc. is a deep learning company dedicated to improving
healthcare diagnostics. Enlitic's algorithms were engineered from the
ground up by a multidisciplinary team of renowned data scientists,
machine learning practitioners and medical experts in order to provide
faster, and more accurate medical diagnoses. Enlitic's technology
analyzes and learns from vast quantities of unstructured medical data,
including radiology and pathology images, laboratory results, genomics,
patient histories and electronic health records. Using millions of records,
Enlitic's Deep Learning technology can assist radiologists by improving
accuracy, reducing costs, and facilitating early detection in order to
improve outcomes.


12
fido.ai
fido.ai
Fido Artificial Intelligence turns a decision-making process into a
conversation. It learns automatically by extracting facts and opinions
from articles, blogs, social media and more. Fido Decision Engine
is used for a wide range of applications, including: fact-checking,
making decisions in hospitality and travel, e-commerce and more;
answering healthcare questions based on clinical data, patient and
doctor conversations etc.; product development and marketing. Fido
has married symbolic approach known for the highest precision
and predictability with self-learning neural networks. This patented
approach enables to understand the English language without the
"human bottleneck" - the need for training or labeling data for specific
domains of expertise. Fido.ai is a spinoff from AI Lab in Europe, that has
developed this new hybrid approach while building bots and AI products
for Fortune 500 companies and govements. Meet Ada, a Bot that reads
and learns from reviews: youtube.com/watch?v=FkM1foMZm7U
Freenome
freenome.com
Freenome is building software to understand the changes in plasma
cell-free DNA (cfDNA) patterns over time. By studying normal cfDNA
dynamics Freenome discovered signatures for early cancer detection
that outcompete existing screening methods from a single blood draw
in Prostate, Lung, Colorectal, and Breast cancers. In addition, the deep
learning models have been leveraged to distinguish disease subtypes such
as castration-sensitive from castration-resistant prostate cancer. Thus, the
resolving power of Freenome's software enables both disease diagnosis
and personalized treatment recommendation from the same platform.
Freenome raised $5.5M from Andreessen Horowitz, Founders Fund, and
DCVC, and partnered with UCSF, Stanford, Duke, Emory, NYU, and several
other centers to expand the validation of Freenome's technology.
Gigster
gigster.com
Gigster puts a world-class software development team in your pocket.
Software is becoming an essential tool for every business with global IT
spend reaching $2.3T, yet very few have easy access to quality, managed
talent when they need custom software. Gigster is changing the way
software is created by building the perfect team for every project,
giving clients a single point of contact with their product manager,
and completing it for a fixed price. The emerging viability of artificial
intelligence and data science have recently made this possible. Intelligent
tools powered by data from thousands of past projects take Gigster
freelancers, already among the best in the world, to superhuman levels of
efficiency. Gigster was founded in 2014 and has worked with companies
from seed-stage startups to enterprises like IBM, World Bank, Airbus,
Square, and Mastercard. Gigster has raised $12M from Andreessen,
Greylock, Bloomberg, and Y Combinator.
Gradescope
gradescope.com
Gradescope is using AI to help instructors grade their students' work.
Instructors do not need to compromise on assessment quality their
software lets instructors give out their existing paper-based exams or
homework assignments, but then grade them online. Instructors save
time, while grading consistently and transparently. Students get rich,
personalized feedback in a shorter amount of time. They also keep
track of the exact reason behind every point earned by every student on
every question. This enables unprecedented data analytics: for example,
they can reveal which concepts a student needs help with, or which
questions are too difficult. To date, Gradescope has been used to grade
over 12 million pages of student work at more than 200 institutions
worldwide.
freenomeTM
13
GrokStyle Inc.
grokstyle.com
Given a photo, consumers want answers to questions like "What is
this product? Where can I buy it?", "Show me where/how people are
using this product", "Who in the world is posting about this product?"
GrokStyle provides these answers using innovations in deep learning
technology, developed by co-founders Dr. Sean Bell (CEO) and Prof.
Kavita Bala (Chief Scientist). GrokStyle is developing software for visual
search to enable instant recognition of an object. The techniques they
are developing can be applied broadly to domains like interior design,
apparel search, real estate search, product lookup, etc. The company's
current focus is on interior product design. GrokStyle will provide
new capabilities to consumers and retailers to assist in matching
a consumer's desired product with the correct or closest matching
product based a visual similarity.
H2O.ai
h2o.ai
H2O.ai is the maker behind H2O, the leading open source AI platform
for data products. With H2O, a plethora of machine learning models
(from linear models to tree-based ensemble methods to Deep Learning)
can be trained from R, Python, Java, Scala, JSON, H2O's Flow GUI, or
the REST API, on laptops or servers running Windows, Mac or Linux, in
the cloud or on premise, on clusters of up to hundreds of nodes, on top
of Hadoop or with the Sparkling Water API for Apache Spark. Some of
H2O's mission critical applications include fraud, anti-money laundering,
auditing, churn, credit scoring, user based insurance, ICU monitoring,
predictive maintenance, operational intelligence and more in over 7,000
organizations. H2O is brewing a grassroots culture of data transformation
in its customer communities. Customers include Capital One, Progressive,
Zurich, Transamerica, Comcast, Nielsen Catalina Solutions, Neustar,
Macy's, Walgreens, Kaiser Permanente and Aetna.
iCarbonX
icarbonx.com
Based on the world's most professional and exponentially increasing
holographic health data, they will provide individualized health analysis
and prediction of health index through the most advanced data mining
and machine analysis technologies. Together with the world's leading
partners, they plan to observe, study, guide and take care of one's health
from the beginning of one's life. Multiple companies have established
collaboration and/or cooperation with us, including research institutions,
pharmaceutical factories, medical examination centers, hospitals,
insurance companies and health management companies, etc.
InsideSales.com
insidesales.com
Since its founding in 2004, InsideSales.com has developed a robust
platform that uses technology backed by the core ingredients of real AI
(big data, machine learning and predictive analytics, made actionable
with an application layer) to solve the who, what, where, when and how of
sales. As more and more of the tech industry's titans enter the artificial
intelligence (AI) market, this AI fueled sales acceleration platform positions
InsideSales at the forefront of this wave. InsideSales.com has received
numerous accolades for its technology, including being named to the
CNBC Disruptor 50 and Forbes Cloud 100 lists, and earning recognition as
one of the fastest growing companies, according to Inc. InsideSales.com
enterprise customers include ADP, Microsoft and Groupon.
14
Kasisto
kasisto.com
KAI, a conversational AI platform, enables companies to engage and
transact with their customers via intelligent conversations, anytime,
anywhere. KAI Banking is fluent in banking with thousands of intents and
millions of banking sentences. Financial institutions power smart bots on
messaging platforms like Facebook Messenger and virtual assistants in
their mobile apps to fulfill requests, solve problems, and predict needs for
their customers. KAI-powered bots and assistants help with payments,
transaction and account insights, and personal finance management.
They also provide new ways for banks to support and market product
and services. The experience is as natural as texting a friend because
KAI understands human-like conversations including idiosyncratic
phrases, rapid topic changes and interruptions. KAI keeps track of the
flow of conversations versus just natural language understanding
staying focused on customers' goals and interpreting the context of a
conversation. It enables lifestyle banking with financial decisions woven
into everyday life.
Kensho Technologies
kensho.com
Kensho is empowering financial institutions with technology that brings
transparency to markets. Kensho is pioneering real-time statistical
computing systems and scalable analytics architecturesthe next
generation of improvements to the global financial system. Kensho
harnesses massively-parallel statistical computing, user-friendly visual
interfaces and breakthroughs in unstructured data engineering and
predictive analytics to create the next-generation analytics platform for
investment professionals. Addressing the most significant challenges
surrounding investment analysis on Wall Street today-achieving speed,
scale, and automation of previously human-intensive knowledge
work-Kensho's intelligent computer systems are capable of answering
complex financial questions posed in plain English, and in real-time.
KITT.AI
kitt.ai
KITT.AI is a Seattle-based Natural Language Understanding startup
supported by the Allen Institute for Artificial Intelligence, Amazon Alexa
Fund, Founders' Co-op and Madrona Venture Group. KITT.AI's customizable
hotword detector and conversation engine ChatFlow bring always-on and
multi-turn dialogue capabilities to any voice or text based devices/bots.
KONUX GmbH
konux.com
Munich-based IIoT company KONUX combines sensor data and artificial
intelligence to generate real-time insights into the health of machines
and infrastructure. This holistic approach enables operators to analyze
machine problems and predict maintenance needs ahead of time.
Clients benefit from decreases in maintenance costs of up to 30% and
reductions in machine breakdowns of up to 70%. The KONUX solution
replaces outdated manual inspection methods with smart sensors that
continuously transmit asset condition data to the KONUX Andromeda
software platform. There, the data is analyzed using machine learning
algorithms and visualized using a customized front end. The system
notifies of critical events in real time and gives recommendations
for optimal planning of maintenance operations. KONUX is currently
digitizing Deutsche Bahn's high-speed railway network through
condition monitoring of switches nationwide. This helps Deutsche Bahn
significantly reduce inspection and maintenance costs, decrease train
delays and improve worker safety.
15
Logz.io
logz.io
Logz.io is a log analysis platform that uses AI and and machine-learning
algorithms to find critical events in the volumes of information that
are now constantly generated in IT environments. Created by a Check
Point veteran and a former algorithm engineer for the Israeli military,
the enterprise-grade, cloud platform is built on top of the ELK Stack and
provides real-time access to data insights based on the collaborative
knowledge of system administrators, DevOps engineers, and developers
throughout the world. The ELK Stack Elasticsearch, Logstash, and
Kibana is the world's most popular open-source log analytics software
stack.
Loop AI Labs
loop.ai
Loop AI Labs' cognitive platform Loop Q is a technology that enables
organizations in any industry to stay competitive during the Fourth
Industrial Revolution by augmenting the capacity of current workforce.
With its ability to learn, parse context and understand meaning, the Loop
Q platform reasons on dark data in any language, and applies that Human
Capacity to power Robotic Process Automation (RPA). These cognitively-
enabled applications powering RPA are custom-built by the global network
of Loop Certified Partners, already working in the Digital Transformation of
Forbes 2000 clients in Asia, Europe and America. The Q platform is a fully
unsupervised cognitive computing technology consisting of proprietary
Human Capacity cognitive algorithms integrated into a custom-built
High Performance Computing GPU accelerated hardware. Loop Q builds
on a long history of research and articulates several disciplines of
science and technology, including linguistics, psychology, neuroscience,
supercomputing, and AI.
Lunit Inc.
lunit.io
Lunit is an AI-centric company and develops a visual perception
technology that interprets medical images and visualizes abnormal
regions based on its own data-driven criteria. The company gained
international attention after achieving the highest rank among start-
up teams in the ImageNet Large-scale Visual Recognition Challenge
(ILSVRC) 2015. Based on the expertise in deep learning, Lunit has been
working on abnormality detection in chest x-ray, mammography as
well as automatic grading of breast histopathology slides. The high
level of Lunit's technology has been well demonstrated, presented 4
scientific abstracts in Radiological Society of North America (RSNA)
2016 and won the first place in the Tumor Proliferation Assessment
Challenge (TUPAC) 2016 ahead of IBM and Microsoft. Lunit envisions
a constructive partnership between physicians and technology in
becoming "better together" faced with challenges in accurate diagnoses
of diseases.
Maluuba
maluuba.com
Maluuba is a Canadian deep-learning company helping machines to
think, reason and communicate with human-like intelligence. Their vision
is a world where intelligent machines work hand-in-hand with people
to bring about positive social and economic impacts. Their research
team is dedicated to tackling big challenges in machine intelligence.
With a focus on deep learning and reinforcement learning, they work
closely with industry and academic partners like the Montral Institute
for Learning Algorithms (MILA) and McGill University. They share
their research findings through academic papers and datasets and
they present at AI conferences. They work with enterprise partners in
communications, customer experience, technology and professional
services, applying their research to help develop products and services
powered by natural language understanding. Maluuba has offices in
Montral, a global hub for AI research, and in Waterloo, home to many of
Canada's leading technology companies.
COGN I T I V E
COMPUTING
16
MindMeld
mindmeld.com
MindMeld is a technology company based in San Francisco, California.
MindMeld's Deep-Domain Conversational AI platform takes natural
language voice or text inputs and delivers a conversational UI at the
other end to any device of application. The conversational UI can
take the form of a chat assistant, a voice assistant, or a multi-modal
interface that switches seamlessly between touch, type and speech.
The assistant maintains ongoing dialog using these modalities to
either conduct search (e.g. for shopping) or answer questions (e.g. for
customer support). MindMeld's language models are built on customers'
data sets, allowing for an advanced degree of functionality in proprietary
content domains even across massive domains with billions of
permutations of queries. MindMeld's customers and investors include
Google, Samsung, Uniqlo, Spotify, Intel, Telefonica, Liberty Global, IDG,
USAA, In-Q-Tel and others.
Mobvoi
chumenwenwen.com/en/site/index.html
Mobvoi is an innovative AI company with in-house voice search
technologies: speech recognition, natural language understanding,
vertical search and proactive search. In October 2015, Mobvoi closed
series-C round financing led by Google Inc. This was Google's first direct
investment in a Chinese company in the past six years. Since founding
in late 2012, the company has raised over $75 million with a valuation of
$300 million as of October 2015. Leveraging its voice search technologies,
Mobvoi developed the smartwatch operating system Ticwear in late 2014
and launched Ticwatch, the online best-selling Android based smartwatch
in China, in June 2015.
mode.ai
mode.ai
mode.ai's interactive user-experience and interface capitalizes on users'
own holistic and subjective notions of similarity. mode.ai's AI is uniquely
suited to facilitate visually-driven, conversational experiences. mode.
ai is in the business of building AI-powered visual bots for retailers and
publishers (B2B2C offering) using computer vision and deep learning,
to provide an innovative conversational commerce channel on mobile
messaging platforms. Their technology invites users to find visually
similar items ('more like this'), get styling suggestions ('wear it with'),
experience virtual reality ('show on me') and much more.
Nanit
nanit.com
Nanit is the first baby-safe monitor that uses computer vision
technology to measure sleep and provide scientifically backed insights
for parents to help their babies sleep better all without a wearable.
Nanit was developed in conjunction with doctors and sleep experts
to ensure the device tracks the most important metrics. The camera
provides a high-resolution bird's eye view of the crib, and its sensors
can measure and differentiate between even the slightest behavioral
changes. Nanit's AI gradually familiarizes itself with baby's behavior over
time and delivers personalized insights to help improve sleep. Nanit is
the only monitor on the market that provides sleep insights, behavioral
analysis, parenting tips, social sharing capabilities and nightly video
summaries. Other features include a private social feed for parents and
caregivers to communicate; floor stand with easy installation; night light
and white noise maker; fully integrated cable management system; and
humidity/temperature sensors.
17
Narrative Science
narrativescience.com
Narrative Science is the leader in Advanced NLG for the enterprise. Its
Quill platform, an intelligent system, analyzes data from disparate
sources, understands what is interesting and important, then automatically
generates perfectly written narratives to convey the right meaning from
the data for any intended audience, at machine scale. It excels where data
visualizations fall short: it identifies and conveys relevant information
in conversational language that people can immediately comprehend,
trust and act on. Organizations rely on Narrative Science to better serve
customers with useful written content and to increase efficiency, freeing
employees to focus on high-value activities and innovation.
Nauto
nauto.com
NAUTO is a device, network and app that is an affordable way to upgrade
cars to get network and safety features previously only available in
high-end luxury cars. NAUTO's system includes an in-vehicle device that
collects and processes visual data in a smart and secure cloud, which then
produces valuable insights to help drivers operate vehicles more efficiently,
effectively and safely.
Nexar
getnexar.com
Founded in 2015, Nexar set a mission to rid the world of car crashes with
its vehicle-to-vehicle technology. The company has created a network of
connected Dashcam apps that record the drive and alerts you to potential
incidents ahead of time. In the event of a crash, the Nexar app can provide
drivers with evidence of events as they occurred to help them with their
insurance claim. Leveraging millions of crowdsourced road miles jointed
with sensor-fusion, deep-learning, map-layering and artificial intelligence
technologies Nexar provides a series of data products and services for the
Automotive, Insurance and Mapping industries. Nexar is a member of the
Berkeley DeepDrive Industry Consortium, a research alliance that develops
AI-based perception applications for the automotive industry.
Numenta
numenta.com
Numenta's mission is to be a leader in the new era of machine
intelligence. They believe the brain is the best example of an intelligent
system, providing a roadmap for building intelligent machines. The
brain's center of intelligence, the neocortex, controls a wide range of
functions using a common set of principles. Numenta has developed
several HTM example applications to demonstrate the wide applicability
of their technology. They put all of their research and software
implementations into open source and encourage others to join us in
building a community. From a commercial point of view, they license
their technology and intellectual property.
18
Numerai
numer.ai
Numerai is a new kind of hedge fund built by a network of data
scientists. Numerai manages an institutional grade long/short global
equity strategy for the investors in their hedge fund. They transform
and regularize financial data into machine learning problems for their
global community of data scientists. In December 2015, they created
the world's first encrypted data science tournament for stock market
predictions. The most accurate and original machine learning models
from the world's best data scientists are synthesized into a collective
artificial intelligence that controls the capital in Numerai's hedge
fund. They reward outstanding contributions from the data science
community with Bitcoin. Learn more at http://numer.ai/about
nuTonomy
nutonomy.com
Cambridge, MA-based nuTonomy develops state-of-the-art software
systems for self-driving vehicles. The company was founded by two
world-renowned experts in robotics and intelligent vehicle technology,
Drs. Karl Iagnemma and Emilio Frazzoli of MIT. The nuTonomy system
will provide point-to-point mobility via large fleets of autonomous
vehicles; this includes software for autonomous vehicle navigation in
urban environments, smartphone-based ride hailing, fleet routing and
management, and controlling a vehicle remotely through teleoperation.
The company is currently conducting public trials of its autonomous
ride-hailing service in Singapore, and will soon begin testing its self-driving
vehicles on public roads in Boston.
Orbital Insight
orbitalinsight.com
Orbital Insight works at the intersection of big data and the
commercialization of space and is the first mover in large-scale analysis
of satellite and UAV imagery. The company has developed algorithms
to count and measure cars, roads, airplanes, clouds, haze, freshwater
lakes, agricultural fields, buildings, and oil tanks to provide a big-picture
understanding of the world quantitatively grounded in observation.
Paxata
paxata.com
Paxata is an Adaptive Data Preparation platform for the enterprise.
Paxata's platform provides an interactive, analyst-centric data prep
experience powered by a unified set of technologies designed from
the ground up for data integration, data quality, semantic enrichment,
collaboration and governance. Information-driven organizations who
want to make data worth analyzing use Paxata to explore, clean, shape,
and combine all the data they need into rich AnswerSets which power ad
hoc, operational, predictive and packaged analytics. Paxata's platform,
built on Apache Spark and optimized to run in Hadoop environments,
leverages distributed computing, machine learning and a dynamically
visual workspace that promotes transparent governance and ad hoc
collaboration. Paxata data prep, powered by IntelliFusion, is designed
to eliminate the need for coding, scripting and sampling. The solution is
available as a service, and can be deployed in AWS virtual private clouds or
within Hadoop environments at customer sites.
19
Persado
persado.com
Persado's cognitive content platform generates language that inspires
action. Powered by focused AI technologies, the platform arms Fortune
500 companies and other organizations with "smart content" that
maximizes engagement with any audience, for every touchpoint, at scale,
while delivering unique insight into the specific triggers that drive action.
Petuum, Inc.
petuum.com
Petuum is creating a development platform that serves the full spectrum
of Artificial Intelligence and Machine Learning applications. They
empower organizations to create AI/ML solutions that are correct, fast,
scalable, and consume minimal computing resources. Their omni-
source platform processes and integrates data in different formats such
as numeric, textual, imagery, tabular, structured or unstructured, static
or streaming from diverse sources like social media, consumer profiles,
electronic health records, sensor logs from IoT devices, transaction
logs from financial systems, and machine logs from manufacturing
equipment. It is also omni-lingual, programmable with multiple popular
languages such as Python, R, Java, C++, and Julia. It's also omni-
mount, supporting different hardware platforms such as datacenters,
workstations, laptops, mobile, and embedded devices.management, and
beyond.
Pilot AI Labs
pilot.ai
Deep learning has enabled large improvements in the accuracy and
robustness of computer vision systems, enabling revolutionary
applications such as intelligent security cameras and self-driving
cars. Traditionally, these improvements in accuracy and robustness
have come at a cost of high computational requirements, limiting
the applications that deep learning can benefit. Pilot AI Labs aims to
expand the applications that ing can benefit by significantly reducing the
compute requirements of these algorithms, with the goal of enabling
embedded applications without the need for custom silicon. Pilot AI
licenses its software to others, and counts several public multi-national
corporations as its customers. Pilot AI's software will be deployed in
millions of devices by early 2017.
Prospera Technologies
prospera.ag
Prospera is developing artificial intelligence for agriculture to transform
farming from an intuition-based practice to one that will use statistical
models and automation in a way similar to silicon chip manufacturing,
with protocols that optimize workforce, irrigation, fertilization and
spraying. With in-field cameras and climatic sensors, Prospera is the
only company that offers accurate remote agronomy and management
solutions to farmers around the world. With an end-to-end data sciences
approach to acquire, analyze and turn all in-field data into actions,
growing practices will be measured more accurately, and "growing
campaigns" will be more similar to today's advertising campaigns
in terms of understanding ROI, bench-marking and optimization. By
measuring and analyzing the finite variables which affect crops in
greenhouses and farms, Prospera offers solutions to empower farmers
with real-time and predictive analysis on what is happening to their
crops from a leaf by leaf basis to a multi-field basis, allowing them to
tackle critical issues of underperforming fields.
20
Rapidminer
rapidminer.com
RapidMiner, the industry's #1 open source data science platform, is
disrupting the industry by empowering all organizations to put data
science behind every decision. Their visually-based software accelerates
the process of creating predictive analytics models and makes it
easy to get the results embedded in business operations. RapidMiner
also democratizes data science through its expert marketplace by
connecting its vast community of expert users with organizations
seeking to begin data science projects at a fraction of the cost of
existing solutions.
Retention Science
retentionscience.com
All of your users are different. Some are new, some will never buy, while
others are always looking to purchase more. Retention Science built
Artificial Intelligence (Cortex) to market to each person in a relevant way
that coincides with where they are in their buying lifecycle.
Rokid Corporation, Ltd.
rokid.com
Rokid features advanced artificial intelligence and deep learning that
enrich life by proactively delivering information, providing entertainment,
and performing household chores via voice and visual interactions.
Rokid is not just another high tech gadget, but a resourceful family
companion in smart homes. In addition to its sharp, modern design, it
embodies a warm and unique personality, with intuitive conversational
abilities and recognition of individual family members making it
beyond a robotic device. Rokid emphasizes premium quality in every
facet of the build from software and hardware to industrial design and
manufacturing. With their full-stack technologies, developed in-house,
Rokid's industry-leading performance is based on the company's
proprietary software and hardware designs.
ROSS Intelligence
rossintelligence.com
ROSS Intelligence uses artificial intelligence to allow attorneys to do
more than was ever humanly possible and focus on what matters most
their clients. Co-founded in 2014 by Andrew Arruda, Jimoh Ovbiagele
and Pargles Dall'Oglio, ROSS developed a proprietary framework,
LegalCognition and has combined with IBM Watson, an early partner
of ROSS Intelligence. ROSS' first legal A.I. went live in the area of legal
research, allowing attorneys to perform tedious research tasks in seconds
rather than hours. A graduate of Y Combinator's 2015 class and NextLaw
Labs, ROSS is currently partnered with a variety of in-house teams, bar
associations, and law schools, and has a client base that includes Dentons,
the world's largest law firm by headcount, and Latham & Watkins, the
world's largest law firm by revenue.
21
Scaled Inference
scaledinference.com
Scaled Inference is enabling a new generation of intelligent software built
by the masses and powered by an open shared platform.
Semantic Machines, Inc.
semanticmachines.com
Semantic Machines is a privately held Artificial Intelligence technology
developer with offices in Berkeley, California and Boston, Massachusetts.
Backed by $21M in venture capital from Bain Capital Ventures, General
Catalyst and others, the company is creating the fundamental AI
technology needed to teach computers to understand language,
comprehend context and interact naturally. The company plans to provide
its highly customizable AI platform technology to strategic partners. The
company website is semanticmachines.com.
Sentient Technologies
sentient.ai
Sentient's mission is to transform how businesses tackle their most
complex, mission-critical problems by empowering them to make the
right decisions faster. Sentient's technology has patented evolutionary
and perceptual capabilities that will provide customers with highly
sophisticated solutions, powered by the largest computer infrastructure
dedicated to distributed artificial intelligence.
Shift Technology
shift-technology.com
Shift Technology provides insurance companies with a SaaS solution
designed to improve and scale fraud detection. The solution, which
can be rapidly implemented in as little as four months, seamlessly
integrates with the client's existing operational processes and technical
context. Their Data Scientist team creates tailored algorithms designed
to reproduce an investigator's deducting reasoning. Once the tool is fed
with client claims, their customized solution aggregates and analyzes
the data. The client can see results by logging into an easy-to-read/
customized dashboard highlighting the most suspicious cases. Each
claim is tagged with the potential risk of fraud along clear insights on
what makes the claim suspect. While there are many existing fraud
detection tools that can provide the "where" and the "when" Shift helps
the fraud handler determine the "why" and the "how" and can identify
not only the policyholder, but also service providers and full networks of
actors that could be part of the scam.
22
Sift Science
siftscience.com
Sift Science provides real-time machine learning fraud prevention
solutions for online businesses across the globe. Its machine learning
software automatically learns and detects fraudulent behavioral
patterns, alerting businesses before they or their customers are
defrauded. Beyond this, the company has also launched a new set of
products designed to detect and mitigate additional types of fraud and
abuse, including: account abuse, content abuse, and promo abuse.
Sight Machine
sightmachine.com
Sight Machine is the category leader for manufacturing analytics and
used by Global 500 companies to make better, faster decisions about their
operations. Sight Machine's analytics platform, purpose-built for discrete
and process manufacturing, uses artificial intelligence, machine learning,
and advanced analytics to help address critical challenges in quality
and productivity throughout the enterprise. The platform delivers "AI for
the plant floor" and is powered by the industry's only Plant Digital Twin
(patent pending), which enables real-time visibility and actionable insights
for every machine, line, and plant throughout an enterprise. Founded in
Michigan in 2011 and expanded to the Bay Area in 2012, Sight Machine
fuses the spirit of Silicon Valley technology innovation with rock-solid
Detroit manufacturing. Its team includes the founders of Slashdot along
with leadership from early Yahoo, Palantir, Tesla, Cisco, IBM, McKinsey, and
Apple.
SigOpt
sigopt.com
SigOpt is the optimization platform that amplifies your research. SigOpt
takes any research pipeline and tunes it, right in place. Their cloud-based
ensemble of optimization algorithms is proven and seamless to deploy,
and is used by globally recognized leaders within the insurance, credit
card, algorithmic trading and consumer packaged goods industries.
SigOpt was born out of the desire to make experts more efficient. While
co-founder Scott Clark was completing his PhD at Cornell he noticed
that often the final stage of research was a domain expert tweaking
what they had built via trial and error. After completing his PhD, Scott
developed MOE to solve this problem, and used it to optimize machine
learning models and A/B tests at Yelp. SigOpt was founded in 2014 to
bring this technology to every expert in every field.
Skymind
skymind.io
Skymind is the Red Hat of artificial intelligence. It provides support,
training and services around an enterprise distribution of its open-
source libraries called the Skymind Intelligence Layer (SKIL). These
libraries include Deeplearning4j, the most widely used deep learning tool
for Java; and the scientific computing library ND4J, or n-dimensional
arrays for Java (Numpy for the JVM). Deep learning can equal and
surpass expert human accuracy on many pattern recognition tasks,
and Skymind is applying it to old, hard business problems such as
fraud detection, network intrusion detection, hardware breakdown
prediction, churn prediction, market forecasting and image recognition.
Skymind's customers are in such sectors as financial services, telecoms,
manufacturing, healthcare and retail. Skymind's open-source software
integrates with the rest of the AI stack, working with tools such as
Hadoop, Spark, Kafka, and ElasticSearch. Skymind works with large
clients on-premise and in the hybrid cloud to ensure data privacy and
security.
23
Snips
snips.ai
Snips is an SDK enabling anyone to create their own AI assistant, in a
single line of code. It was built with security and privacy in mind, and is the
first assistant to run fully on device, without the need for a server.
There are 41 people in the team, including 18 on machine learning
and 14 on engineering. All Founders are PhDs, and the leadership is
comprised of serial entrepreneurs in the Privacy and Mobile space. SDK
features NLP, natural language queries by voice or text, robust query
understanding using deep learning, recursive query solving, pre-trained
domains for multiple languages. It also uses context awareness and
privacy technology: contextual disambiguation of entities from location,
calendar, emails, and chats. And it runs fully on device, including neural
nets and is private by design: no data leaves the user's device. It's
available on mobile (iOS, Android); server and desktop (Java, Scala,
MacOS), and the IoT (TvOS, WatchOS, Android Things).
SparkCognition
sparkcognition.com
A global leader and highly awarded cognitive computing analytics
company, SparkCognition is successfully deploying cutting-edge
Machine Learning and AI algorithms to provide intelligence to uncover
trends, anomalies, and cyber-physical threats while automatically
investigating and proposing solutions in IoT and network environments.
SparkCognition combines data from various sources, applies machine
learning to build automated models, and uses them to develop deep
insights into underlying performance, optimization, and security. The
company's technology is capable of harnessing real time infrastructure
data and learning from it continuously, allowing for more accurate risk
mitigation and prevention policies to intervene in and avert disasters.
The company's cybersecurity solutions analyze structured and
unstructured data and natural language sources to identify potential
failures or attacks in the IoT environment. The cognitive platform
continuously learns from data and derives automated insights to thwart
emerging issues.
TalkIQ
talkiq.com
Voice calls are the enterprise's most important data stream. They
represent 68% of customer contact, versus just 21% for email and chat.
They are how companies sell to customers and service their needs.
But this data insights from the most critical customer conversations
is not being captured, analyzed, or leveraged to grow and improve
business. TalkIQ has built a proprietary speech recognition and AI engine
for enterprise voice calls which is 2X more accurate than Watson and
3X more accurate than Google on these conversations. TalkIQ enables
sales and support teams to, for the first time, take a scientific approach
to understanding and optimizing key moments across their processes,
including recognizing purchase intent, handling objections, responding to
competitors, pricing, building rapport, and closing. As a result, companies
win more deals, retain more accounts, and improve their marketing and
product strategies to drive significant improvements against their most
important KPIs.
Talla
talla.com
Talla gives you the power to turn your chat platform into a command
center for your company. Talla combines the tools, processes, and
intelligent automation you need to manage information workflows
within messaging systems, including Slack. Use Talla to enable business
processes in chat, such as onboarding employees, training on new
skills, polling, and building out custom experiences. You'll be able deliver
and gather important information for your team, keeping everyone
knowledgeable, engaged, and productive. Founded in 2015, Talla is based
in Cambridge, MA.
TM
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Tamr Inc.
tamr.com
Tamr delivers the clean, curated data critical for optimizing key
decisions. Tamr's unique machine-drive plus human-guided solution
automates the mastering and organization of enterprise-wide data
(suppliers, customers, products, transactions) that enables previously
unattainable cost and revenue analytics. Tamr works with Global 2000
companies like Amgen, GE, GlaxoSmithKline, Thomson Reuters, and
Toyota to help fuel transformational analytics. Based in Cambridge,
Mass., Tamr was founded in 2013 by database industry veterans Andy
Palmer, Mike Stonebraker and Ihab Ilyas
Textio
textio.com
Textio empowers you to be the best writer you can be, by predicting how
well your content will perform before you ever publish it. Textio is built on
predictive engine technology that combines machine learning and natural
language processing with a customer data exchange. The result is a
learning loop that joins artificial intelligence to human creativity, becoming
smarter with every keystroke. Textio's first domain focus is on content for
recruiting and hiring such as job posts and candidate emails. Textio scores
your writing and highlights your most statistically significant phrases,
and then offers clear guidance to help you improve your document's
performance. Case studies show that companies using Textio will attract
a cohort of job applicants that is on average 24% more qualified and
12% more diverse than those applying to the competition and Textio
customers fill positions on average 17% faster.
Trifacta
trifacta.com
Trifacta, founded in 2012, significantly enhances the value of an
enterprise's Big Data by enabling users to easily transform raw, complex
data into clean and structured formats for analysis. Leveraging decades
of work in human-computer interaction, scalable data management and
machine learning, Trifacta's technology creates a partnership between
user and machine, with each side learning from the other and becoming
smarter with experience. Whether you're trying to improve the efficiency of
an existing analysis process or utilize new sources of data for an analytics
initiative, Trifacta's data wrangling solutions will empower you to do more
with data of all shapes and sizes.
twoXAR
twoxar.com
twoXAR is a software-driven drug discovery company. The company
leverages its computational platform to identify promising drug
candidates, de-risks the opportunities through preclinical studies, and
progresses drug candidates to the clinic through industry partnerships.
The platform has been applied to more than 80 diseases to date. In
collaboration with leading research institutions including Stanford,
University of Chicago, and Mt. Sinai Hospital, twoXAR has uncovered
promising new medicines for diseases such as arthritis, multiple sclerosis,
and cancer.
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Ubtech
ubtrobot.com
UBTECH is a high-tech enterprise engaging in the R&D, manufacturing
and promotion of commercial and consumer robots around the world.
The first company in China dedicated to commercializing humanoid
robots, UBTECH invested in humanoid robots research in 2008, and,
in 2012, established its headquarters in Shenzhen, China. UBTECH's
mission is to bring robots into every home, and truly integrate intelligent
robots into the daily life of everyone, creating a more intelligent and
human-friendly way of leisure life. UBTECH will do this with continuous
investment in R&D to keep the core competence and a dedicated robotic
hardware and software technology development with a top robotic
engineering team. They also aim to have the most intellectual patents
in the humanoid service robotic industry, including invention patents,
industrial design patents, and practical patents. UBTECH will also
maintain its own manufacturing center and supply chain.
Verdigris
verdigris.co
Verdigris is an artificial intelligence and IoT platform that makes buildings
smarter and more connected while reducing energy consumption and
costs. By combining proprietary hardware sensors, machine learning,
and software, Verdigris "learns" the energy patterns of a building. Their
software produces comprehensive reports including energy forecasts,
alerts about faulty equipment, maintenance reminders, and detailed
energy usage information for each and every device and appliance.
Verdigris offers a suite of applications that gives building engineers a
comprehensive overview, an "itemized utility bill", powerful reporting, and
simple automation tools for their facility.
Vicarious Systems
vicarious.com
Vicarious is an artificial intelligence research company that uses the
computational principles of the brain to build software designed to think
and learn like a human. Leveraging a new computational paradigm called
the Recursive Cortical Network, the company has developed a visual
perception system that interprets the contents of photographs and videos
in a manner similar to humans. The research at Vicarious is expected to
have applications for robotics, medical image analysis, image and video
search, and many other fields.
Voyager Labs
voyagerlabs.co
Founded in 2012, Voyager Labs developed core technology with
unprecedented capabilities for analyzing in real time billions of data
points worldwide from multiple sources in order to understand and
predict human and group behavior and create real-time actionable
insights. The company's cognitive computing deep-insights platform
features unprecedented capabilities for analyzing in real-time billions
of publicly available unstructured data points. With offices in New
York, Washington and London, and R&D center in Israel, the company
currently employs more than 90 employees.
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x.ai
x.ai
Founded in 2014, x.ai makes an artificial intelligence personal assistant
who schedules meetings for you. There's no sign-in, no password, no
download. All you do is CC amy@x.ai into your email conversation, just
like you would a human personal assistant. Amy (or her twin brother
Andrew) then takes over the tedious email ping pong that comes along
with scheduling a meeting. They're a hardcore technology company,
developing invisible software. They build their business sustainably
through passionate and loyal customersand every single team
member, scientist or not, has a mission of delivering exceptional
customer service at all times. They're backed by blue chip investors,
including IA Ventures, Firstmark, Two Sigma Ventures, SoftBank Capital,
DCM and Pritzker Group. Their team is located in New York City.
Zebra Medical Vision
Zebra-med.com
Zebra Medical Vision is building a medical imaging insights platform.
The company provides a platform that offers a cloud-based, fully hosted
research and development environment including access to large datasets
of structured, de-identified studies, storage, GPU computing power and
support for a multitude of research tools. The solution also enables
research groups to collaborate and create joint tools.
Zoox
www.zoox.com
Zoox is a robotics company founded by Tim Kentley-Klay and Jesse
Levinson. They're developing fully-autonomous vehicles and the
supporting ecosystem required to bring this technology to market.
Sitting at the intersection of robotics, machine-learning, and design,
Zoox aims to provide the next generation of mobility-as-a-service
in urban environments. They believe the transition to self-driving
vehicles requires a combination of elegant vision and uncompromising
execution.
Zymergen
zymergen.com
Zymergen is a technology company unlocking the power of biology.
Zymergen has developed a proprietary platform, which uses robots and
machine learning to engineer microbes faster, more predictably, and to
a level of performance previously unattainable. These microbes, and the
products they produce, have broad applications across industries such
as chemicals and materials, agriculture, and healthcare. Zymergen works
with customers in these industries to improve the economics of existing
products, bring new products to market faster, and to develop entirely new
products.