Which products haven’t been imbued with artificial intelligence (AI) at this point?

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Which products haven’t been imbued with artificial intelligence (AI) at this point? In 2018, analysts pegged the global AI market at a whopping $7.35 billion, buoyed by the influx of machine learning-aided image recognition, object identification, detection, and classification, and geophysical detection startups, apps, and services in every conceivable sector (and particularly enterprise ). But as with all promising technologies, not every AI startup, app, and service will pan — or has panned — out, and it becomes harder with each passing day to separate the wheat from the chaff.

Fortunately, the folks at CB Insights have taken the bull by the horns. They today published their third annual cohort of AI startups — a compilation of 100 of the most promising companies (whittled down from a pool of over 3,000) providing hardware and data infrastructure for AI apps, optimizing machine learning workflows, and applying AI across a range of industries. The selections were based on factors including — but not limited to — patent activity, investor profile, market potential, partnerships, competitive landscape, team strength, and novelty.

Here’s the full list, ordered by domain:

Agriculture

• Benson Hill Biosystems
• Taranis

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
• Shape Security
• Vectra Networks
• Area 1 Security
• Agari Data
• Jask Labs
• Perimeter X
• BounceX
• Unbabel
• Gong
• Gamalon
• FullStory
• UiPath
• Automation Anywhere
• Orbital Insight
• Descartes Labs
• Element AI
• SparkCognition
• Prowler.io

Finance and insurance

• 4Paradigm
• BioCatch
• DataVisor
• HyperScience
• Behavox
• AppZen

Government

• One Concern
• SenseTime
• Face++
• Yitu Technology
• Fortem Technologies
• Shield AI

Health care

• Qventus
• LeanTaaS
• Insitro
• Owkin
• Atomwise
• Paige.ai
• Niramai
• Butterfly Network
• IDx Technologies
• Arterys
• Viz.ai
• Mindstrong Health
• Gauss Surgical
• Medopad

Industrial

• Sense Labs
• Falkonry
• C3
• Kebotix
• Zymergen
• Landing AI

Legal, compliance, and HR

• LawGeex
• Eigen Technologies
• Onfido
• Textio

Media

• AI Foundation
• New Knowledge
• Arraiy

Real estate

• Hover
• Skyline AI

Retail

• TwentyBN
• Abeja
• Signifyd
• AiFi
• Sift

Semiconductor

• Habana Labs
• Graphcore
• Cerebras Systems
• Horizon Robotics
• Thinci
• Syntiant
• Mythic

Telecom

• Mist Systems 

First on the report: AI unicorns, or private companies valued at more than $1 billion. A total of 11 made the shortlist, including Hong Kong computer vision and deep learning startup SenseTime, robotic process automation companies UiPath and Automation Anywhere, security firm Yitu Technology, U.K.-based semiconductor startup Graphcore, internet of things analytics company C3, and health care hardware provider Butterfly Network. Rounding out the list are 4Paradigm, driverless car startup Pony.ai, facial recognition services provider Face++, and Momenta.[…]

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