With the analysis among 508 patents, we discovered top 154 key players by total patent application. Samsung Electronics Co., Ltd., Microsoft Technology Licensing LLC, SAP SE are dominant in this area. They take 10.83% of the total patent filing.
Washington, United States
Patent: 18
Baden-Württemberg, Germany
Patent: 16
Washington, United States
Patent: 15
California, United States
Patent: 15
California, United States
Patent: 15
California, United States
Patent: 12
Texas, United States
Patent: 11
New York, United States
Patent: 9
California, United States
Patent: 9
With the analysis among 23 patents, we discovered top 5 start-ups by total patent application. Tempus Labs, Inc., Globoforce Ltd., Gadget Software, Inc. are active in this area.
Illinois, United States
Patent: 7
New Jersey, United States
Patent: 5
California, United States
Patent: 4
California, United States
Patent: 2
With the analysis among related 172 patents applied in the last 5 years. We discover 51 most active companies in this area. The fast-growing Meta Platforms, Inc., Apple, Inc., Lyft, Inc. take 16.86% of patent filing during this period.
California, United States
Patent: 11
California, United States
Patent: 10
California, United States
Patent: 8
Illinois, United States
Patent: 7
New York, United States
Patent: 4
New York, United States
Patent: 4
California, United States
Patent: 4
California, United States
Patent: 4
With the analysis among related 172 patents in last 5 years, we discover 29 new entrants. Tempus Labs, Inc., American Express Travel Related Services Co., Inc., Unanimous A.I., Inc. are the most active new entrants in this area.
Illinois, United States
Patent: 7
New York, United States
Patent: 4
California, United States
Patent: 4
Illinois, United States
Patent: 3
Noord-Brabant, Netherlands
Patent: 3
Illinois, United States
Patent: 3
Massachusetts, United States
Patent: 3
California, United States
Patent: 2
With the analysis among 5 patents, we discovered top 1 universities and scientific research institutions by total patent application.