Whether you fear it or embrace it, the A.I. revolution is coming—and it promises to have an enormous impact on the world economy. PwC estimates that artificial intelligence could add $15.7 trillion to global GDP by 2030. That’s a gargantuan opportunity. To identify which private companies are set to make the most of it, research firm CB Insights recently released its 2018 “A.I. 100,” a list of the most promising A.I. startups globally (grouped by sector in the graphic above). They were chosen, from a pool of over 1,000 candidates, by CB Insights’ Mosaic algorithm, based on factors like investor quality and momentum. China’s Bytedance leads in funding with $3.1 billion, but 76 of the 100 startups are U.S.-based.
| COMPANY | COUNTRY | SECTOR | FUNDING($ Mil.) |
|---|---|---|---|
| AEYE | U.S. | AUTO TECH | 16.27 |
| Affirm | U.S. | FINTECH & INSURANCE | 525 |
| Afiniti | U.S. | MARKETING, SALES, CRM | 80 |
| AiCure | U.S. | HEALTHCARE | 30.74 |
| Algolia | U.S. | ENTERPRISE AI | 74.02 |
| Amplero | U.S. | MARKETING, SALES, CRM | 25.5 |
| Anki | U.S. | ROBOTICS | 182 |
| Appier | Taiwan | COMMERCE | 81.5 |
| Applitools | U.S. | SOFTWARE DEVELOPMENT & DEBUGGING | 10.5 |
| Appthority | U.S. | CYBERSECURITY | 23.25 |
| Aquifi | U.S. | COMMERCE | 32.76 |
| Arterys | U.S. | HEALTHCARE | 42 |
| babylon | U.K. | HEALTHCARE | 85 |
| Benson Hill Biosystems | U.S. | AGRICULTURE | 34.21 |
| Brain corporation | U.S. | ROBOTICS | 114 |
| Bytedance | China | NEWS & MEDIA | 3,100 |
| C3 IoT | U.S. | IOT | 130.94 |
| Cambricon | China | HARDWARE FOR AI | 101.4 |
| Cape Analytics | U.S. | FINTECH & INSURANCE | 14 |
| Captricity | U.S. | CROSS-INDUSTRY | 49.02 |
| Casetext | U.S. | LEGAL TECH | 24.28 |
| Cerebras Systems | U.S. | HARDWARE FOR AI | 85 |
| CloudMinds | U.S. | ROBOTICS | 130 |
| CognitiveScale | U.S. | CROSS-INDUSTRY | 40 |
| Conversica | U.S. | MARKETING, SALES, CRM | 56 |
| CrowdFlower | U.S. | ENTERPRISE AI | 55.95 |
| CrowdStrike | U.S. | CYBERSECURITY | 281 |
| Cybereason | U.S. | CYBERSECURITY | 188.62 |
| Darktrace | U.K. | CYBERSECURITY | 182.3 |
| DataRobot | U.S. | ENTERPRISE AI | 124.61 |
| Deep Sentinel | U.S. | PHYSICAL SECURITY | 7.4 |
| Descartes Labs | U.S. | GEOSPATIAL ANALYTICS | 38.46 |
| Drive.ai | U.S. | AUTO TECH | 77 |
| Dynamic Yield | U.S. | COMMERCE | 45.25 |
| Element AI | Canada | ENTERPRISE AI | 102 |
| Endgame | U.S. | CYBERSECURITY | 96.05 |
| Face++ | China | CROSS-INDUSTRY | 608 |
| Flatiron Health | U.S. | HEALTHCARE | 313 |
| FLYR | U.S. | TRAVEL | 14.25 |
| Foghorn Systems | U.S. | IOT | 47.5 |
| Freenome | U.S. | HEALTHCARE | 79 |
| Gong | U.S. | MARKETING, SALES, CRM | 26 |
| Graphcore | U.S. | HARDWARE FOR AI | 110 |
| InsideSales.com | U.S. | MARKETING, SALES, CRM | 264.3 |
| Insight Engines | U.S. | CROSS-INDUSTRY | 15.8 |
| Insilico Medicine | U.S. | HEALTHCARE | 8.26 |
| Invoca | U.S. | MARKETING, SALES, CRM | 60.75 |
| Kindred Systems | Canada | ROBOTICS | 43 |
| KYNDI | U.S. | CROSS-INDUSTRY | 9.6 |
| LeapMind | Japan | ENTERPRISE AI | 13.4 |
| Liulishuo | China | EDUCATION | 100 |
| MAANA | U.S. | IOT | 40.14 |
| Merlon Intelligence | U.S. | RISK & REGULATORY COMPLIANCE | 7.65 |
| Mighty AI | U.S. | AUTO TECH | 27.25 |
| Mobalytics | U.S. | E-SPORTS | 2.65 |
| Mobvoi | China | CROSS-INDUSTRY | 257 |
| MOOGsoft | U.S. | IT & NETWORKS | 52.93 |
| Mya Systems | U.S. | HR TECH | 29.5 |
| Mythic | U.S. | HARDWARE FOR AI | 19.42 |
| Narrative Science | U.S. | CROSS-INDUSTRY | 47.87 |
| NAUTO | U.S. | AUTO TECH | 182.6 |
| Neurala | U.S. | ROBOTICS | 15.95 |
| Numerai | U.S. | FINTECH & INSURANCE | 7.5 |
| Obsidian Security | U.S. | CYBERSECURITY | 9.5 |
| Onfido | U.K. | RISK & REGULATORY COMPLIANCE | 59.53 |
| Orbital Insight | U.S. | GEOSPATIAL ANALYTICS | 78.7 |
| OrCam Technologies | Israel | IOT | 47 |
| Osmo | U.S. | EDUCATION | 38.5 |
| PerimeterX | U.S. | CYBERSECURITY | 35 |
| Petuum | U.S. | ENTERPRISE AI | 108 |
| Preferred Networks | Japan | IOT | 112.8 |
| Primer | U.S. | CROSS-INDUSTRY | 14.7 |
| Prospera | Israel | AGRICULTURE | 22 |
| Recursion Pharmaceuticals | U.S. | HEALTHCARE | 118.62 |
| Reflektion | U.S. | COMMERCE | 45.91 |
| SenseTime | China | CROSS-INDUSTRY | 637 |
| Shape Security | U.S. | CYBERSECURITY | 106 |
| Sher.pa | Spain | PERSONAL ASSISTANTS | 8.2 |
| Shield AI | U.S. | PHYSICAL SECURITY | 13.15 |
| Shift Technology | France | CYBERSECURITY | 39.72 |
| Socure | U.S. | RISK & REGULATORY COMPLIANCE | 33.25 |
| SoundHound | U.S. | NEWS & MEDIA | 114.1 |
| SparkCognition | U.S. | CYBERSECURITY | 43.88 |
| Sportlogiq | Canada | SPORTS | 7.2 |
| Tamr | U.S. | ENTERPRISE AI | 41.2 |
| Tempus Labs | U.S. | HEALTHCARE | 70 |
| Text IQ | U.S. | RISK & REGULATORY COMPLIANCE | 3.34 |
| Textio | U.S. | HR TECH | 29.5 |
| Tractable | U.K. | CROSS-INDUSTRY | 9.82 |
| Trifacta | U.S. | ENTERPRISE AI | 76.3 |
| Twiggle | Israel | COMMERCE | 35 |
| UBTECH Robotics | China | ROBOTICS | 521.39 |
| Upstart | U.S. | FINTECH & INSURANCE | 584.73 |
| Versive | U.S. | CYBERSECURITY | 57 |
| Vicarious Systems | U.S. | ROBOTICS | 118.03 |
| Workey | Israel | HR TECH | 9.6 |
| WorkFusion | U.S. | RISK & REGULATORY COMPLIANCE | 71.3 |
| ZestFinance | U.S. | FINTECH & INSURANCE | 268 |
| Zoox | U.S. | AUTO TECH | 290 |
| Zymergen | U.S. | LIFE SCIENCE | 174 |
Source: CB Insights; for the complete list, go to cbinsights.com/research-ai-100.
A version of this article appears in the Jan. 1, 2018 issue of Fortune with the headline “Leading the Way in A.I.”