CB Insights发布最新AI 100排名，包含100家最有前景的AI初创公司

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AI 100是CB Insights公司对全球100家最有前途的人工智能初创公司的年度排名。今年的获奖公司包括致力于合成语音、量子机器学习、蛋白质建模等领域的初创公司。

CB Insights第四届年度AI 100入围者包括来自13个国家的人工智能初创企业，推动了15个行业的人工智能研究和商业应用，以及广泛的跨行业应用。

CB Insights的研究团队从近5000家初创公司中挑选了100家公司，基于以下几个因素：专利活动、业务关系、投资者概况、新闻情感分析、专利马赛克分数、市场潜力、竞争环境、团队实力和技术新颖性。

创业公司按其主要关注领域进行分类。以下市场图中的类别并不相互排斥：

AI 100初创公司列表：

CB INSIGHTS AI 100 (2020)
Company	Industry	Application	Country
BUILT Robotics	Construction	Robotic guidance	United States
ALICE Technologies	Construction	Schedule planning	United States
Korbit	Education	Personalized learning	Canada
Squirrel AI Learning	Education	Personalized learning	China
Invenia	Energy	Grid optimization	Canada
Beyond Limits	Energy	Oil & gas	United States
Tachyus	Energy	Oil & gas	United States
ComplyAdvantage	Finance & insurance	AML & KYC	United Kingdom
Featurespace	Finance & insurance	Anti-fraud	United Kingdom
Tractable	Finance & insurance	Claims processing	United Kingdom
HyperScience	Finance & insurance	Document processing	United States
Lemonade	Finance & insurance	Home & renters insurance	United States
Zesty.ai	Finance & insurance	Property & casualty insurance	United States
Benson Hill	Food & agriculture	Genomics platform	United States
Bowery Farming	Food & agriculture	Indoor farming	United States
NotCo	Food & agriculture	Ingredient discovery	Chile
Synapse Technology	Government & city planning	Checkpoint security	United States
Replica	Government & city planning	Commuter behavior modeling	United States
Mapillary	Government & city planning	Mapping	Sweden
Shield AI	Government & city planning	Unmanned systems	United States
AMP Robotics	Government & city planning	Waste recycling	United States
Recursion Pharmaceuticals	Healthcare	Biopharma (rare diseases)	United States
Eko	Healthcare	Cardiology	United States
Healthy.io	Healthcare	Consumer diagnostics	Israel
Zebra Medical Vision	Healthcare	Medical imaging	Israel
Atomwise	Healthcare	Drug R&D	United States
Cyclica	Healthcare	Drug R&D	Canada
OWKIN	Healthcare	Federated learning	United States
PAIGE.AI	Healthcare	Pathology	United States
Butterfly Network	Healthcare	Portable ultrasound	United States
ProteinQure	Healthcare	Protein therapeutics	Canada
Subtle Medical	Healthcare	Radiology image reconstruction	United States
Concerto HealthAI	Healthcare	Real world evidence	United States
Viz.ai	Healthcare	Stroke detection	United States
Lexion	Legal	Contract management	United States
DataProphet	Manufacturing	End-to-end solutions	South Africa
NavVis	Manufacturing	Indoor spatial mapping	Germany
Citrine Informatics	Manufacturing	Material discovery	United States
Noodle.ai	Manufacturing	Supply chain optimization	United States
Synthesia Technologies	Media & entertainment	Deepfakes	United Kingdom
Second Spectrum	Media & entertainment	Sports	United States
FanAI	Media & entertainment	Streaming, audience monetization	United States
WellSaid Labs	Media & entertainment	Synthetic voice	United States
Razor Labs	Mining	Predictive maintenance	Israel
Caspar.AI	Real estate	Smart home applications	United States
AiFi	Retail & warehousing	Checkout-free solution	United States
Grabango	Retail & warehousing	Checkout-free solution	United States
Standard Cognition	Retail & warehousing	Checkout-free solution	United States
The Yes	Retail & warehousing	E-commerce solutions	United States
Heuritech	Retail & warehousing	Trend prediction	France
Dorabot	Retail & warehousing	Warehouse automation	China
Covariant AI	Retail & warehousing	Warehouse automation	United States
Osaro	Retail & warehousing	Warehouse automation	United States
Faire	Retail & warehousing	Wholesale marketplace	United States
Metawave	Telecom	Antenna design	United States
DeepSig	Telecom	Signal processing	United States
Aurora	Transportation	Autonomous cars	United States
Voyage	Transportation	Autonomous cars	United States
TuSimple	Transportation	Autonomous trucking	United States
HoloMatic	Transportation	AV software	China
iSee	Transportation	AV software	United States
Loadsmart	Transportation	Freight management	United States
Ghost Locomotion	Transportation	Highway driving	United States
KONUX	Transportation	Railway maintenance	Germany
Graphcore	Cross-industry tech	AI processors	United Kingdom
Kneron	Cross-industry tech	AI processors	United States
Lightmatter	Cross-industry tech	AI processors	United States
Syntiant	Cross-industry tech	AI processors	United States
Xanadu	Cross-industry tech	AI processors	Canada
DarwinAI	Cross-industry tech	AI model development	Canada
DataRobot	Cross-industry tech	AI model development	United States
H2O.ai	Cross-industry tech	AI model development	United States
PerceptiLabs	Cross-industry tech	AI model development	Sweden
dotData	Cross-industry tech	AI model development	United States
Algorithmia	Cross-industry tech	DevOps & model monitoring	United States
ArthurAI	Cross-industry tech	DevOps & model monitoring	United States
Snyk	Cross-industry tech	DevOps & model monitoring	United Kingdom
AInnovation	Cross-industry tech	NLP, NLG, & computer vision	China
Hugging Face	Cross-industry tech	NLP, NLG, & computer vision	United States
Primer	Cross-industry tech	NLP, NLG, & computer vision	United States
Sherpa	Cross-industry tech	NLP, NLG, & computer vision	Spain
Affectiva	Cross-industry tech	NLP, NLG, & computer vision	United States
Blue Hexagon	Cross-industry tech	Cybersecurity	United States
Obsidian Security	Cross-industry tech	Cybersecurity	United States
SentinelOne	Cross-industry tech	Cybersecurity	United States
Onfido	Cross-industry tech	Cybersecurity (ID verfication)	United Kingdom
Abnormal Security	Cross-industry tech	Cyberseucrity	United States
C3.ai	Cross-industry tech	BI & operational intel	United States
ClimaCell	Cross-industry tech	BI & operational intel	United States
Falkonry	Cross-industry tech	BI & operational intel	United States
Cresta	Cross-industry tech	Sales & CRM	United States
Integrate.ai	Cross-industry tech	Sales & CRM	Canada
Zhuiyi Technology	Cross-industry tech	Sales & CRM	China
Deeplite	Cross-industry tech	Other R&D	Canada
4Paradigm	Cross-industry tech	Other R&D	China
InstaDeep	Cross-industry tech	Other R&D	United Kingdom
Kyndi	Cross-industry tech	Other R&D	United States
Nnaisense	Cross-industry tech	Other R&D	Switzerland
HACARUS	Cross-industry tech	Other R&D	Japan
SparkCognition	Cross-industry tech	Other R&D	United States

参考链接：

https://www.cbinsights.com/research/artificial-intelligence-top-startups/

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