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Which merchandise haven’t been imbued with synthetic intelligence (AI) at this level? In 2018, analysts pegged the worldwide AI market at a whopping $7.35 billion, buoyed by the inflow of machine learning-aided picture recognition, object identification, detection, and classification, and geophysical detection startups, apps, and companies in each conceivable sector (and notably enterprise). However as with all promising applied sciences, not each AI startup, app, and repair will pan — or has panned — out, and it turns into tougher with every passing day to separate the wheat from the chaff.

Thankfully, the oldsters at CB Insights have taken the bull by the horns. They at present revealed their third annual cohort of AI startups — a compilation of 100 of probably the most promising corporations (whittled down from a pool of over three,000) offering hardware and information infrastructure for AI apps, optimizing machine studying workflows, and making use of AI throughout a variety of industries. The picks had been based mostly on components together with — however not restricted to — patent exercise, investor profile, market potential, partnerships, aggressive panorama, group energy, and novelty.

Right here’s the total listing, ordered by area:

Agriculture

Benson Hill Biosystems
Taranis

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Auto

Nuro
Pony.ai
Drive.ai
Nexar
DeepMap
Mapillary
Momenta
AEye
DeepScale
Iris Automation
Perceptive Automata

Enterprise tech

AI.Reverie
DefinedCrowd
MightyAI
Dataiku
Machinify
DataRobot
Tamr
H20.ai
Trifacta
Dremio
SigOpt
Mabl
Applitools
Demisto
Anodot
Form Safety
Vectra Networks
Space 1 Safety
Agari Knowledge
Jask Labs
Perimeter X
BounceX
Unbabel
Gong
Gamalon
FullStory
UiPath
Automation Anyplace
Orbital Perception
Descartes Labs
Ingredient AI
SparkCognition
Prowler.io

Finance and insurance coverage

4Paradigm
BioCatch
DataVisor
HyperScience
Behavox
AppZen

Authorities

One Concern
SenseTime
Face++
Yitu Expertise
Fortem Applied sciences
Defend AI

Well being care

Qventus
LeanTaaS
Insitro
Owkin
Atomwise
Paige.ai
Niramai
Butterfly Community
IDx Applied sciences
Arterys
Viz.ai
Mindstrong Well being
Gauss Surgical
Medopad

Industrial

Sense Labs
Falkonry
C3
Kebotix
Zymergen
Touchdown AI

Authorized, compliance, and HR

LawGeex
Eigen Applied sciences
Onfido
Textio

Media

AI Basis
New Information
Arraiy

Actual property

Retail

TwentyBN
Abeja
Signifyd
AiFi
Sift

Semiconductor

Habana Labs
Graphcore
Cerebras Methods
Horizon Robotics
Thinci
Syntiant
Mythic

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Telecom

First on the report: AI unicorns, or personal corporations valued at greater than $1 billion. A complete of 11 made the shortlist, together with Hong Kong pc imaginative and prescient and deep studying startup SenseTime, robotic course of automation corporations UiPath and Automation Anyplace, safety agency Yitu Expertise, U.Okay.-based semiconductor startup Graphcore, web of issues analytics firm C3, and well being care hardware supplier Butterfly Community. Rounding out the listing are 4Paradigm, driverless automobile startup Pony.ai, facial recognition companies supplier Face++, and Momenta.

CB Insights studies that of these 11 organizations, SenseTime and Face++ are the best-funded — owing largely to authorities contracts. (Face++ and SenseTime have attracted over $600 million and $2.6 billion, respectively, in accordance with Crunchbase.) California-based bioinformatics firm Zymergen, which makes use of machine studying algorithms to seek out alternate options to plastics and petroleum, is the third-most funded AI firm on the AI 100 with $574 million (its traders embody Goldman Sachs and Softbank), adopted by Automation Anyplace ($550 million), UiPath ($448 million), Yitu ($355.12 million), Butterfly ($350 million), Graphcore ($310 million), C3 ($242.74 million), and DataRobot ($224.61 million).

Collectively, up to now, they’ve raised $6.254 billion in capital.

Greater than 680 companies, VCs, CVS, and angel traders contributed capital to corporations in CB Perception’s cohort. GV (previously Google Ventures) led the listing of lively traders by variety of AI funding offers; it was concerned in 27. Kleiner Perkins ranked second with 22 rounds, adopted by Knowledge Collective with 21, New Enterprise Associates with 19, Accel with 16, Norwest Enterprise Companions and Battery Ventures with 15, Intel Capital with 14, IA Ventures with 13, and AME Cloud Ventures with 13.

These are the highest earners and backers, however what concerning the high patent filers? CB Insights dove into that, too, and located that the AI 100 cohort filed for a complete of 600 patents within the U.S. Highlight purposes got here from AI processor design agency Cerebras, which filed three in 2018 regarding on semiconductor fabrication and accelerating deep studying, and Butterfly Community, which patented product designs associated to its moveable handheld ultrasound scanner. By sheer quantity, Form Safety topped the listing throughout the AI 100, with Butterfly, BioCatch, Hover, AEye, Gauss Surgical, DeepMap, Gong, SparkCognition, and IDx Applied sciences following shut behind.

Above: The geographic breakdown of CB Insights’ AI 100.

Picture Credit score: CB Insights

As for the way the AI 100 broke down geographically, apparently — however not surprisingly — shut to 2 dozen within the report are headquartered exterior of the U.S. (In accordance with an Asgard report, China and Israel are tied with an 11 p.c share of all AI corporations.) Ingredient AI is positioned in Montreal; Graphcore, Onfido, Medopad, Behavox, Eigen Applied sciences, and Prowler.io name the U.Okay. house; TwentyBN is predicated in Berlin; Mapillary is in Sweden; SenseTime, Face++, Yitu, 3Paradim, Horizon Robotics, and Momenta are in China; Niramai is in India; and Habana Labs, BioCatch, Nexar, Taranis, Anodot, and LawGeex have bases in Israel.

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