With the analysis among 447 patents, we discovered top 185 key players by total patent application. International Business Machines Corp., Microsoft Technology Licensing LLC, Accenture Global Solutions Ltd. are dominant in this area. They take 13.42% of the total patent filing.
International Business Machines Corp.
New York, United States
Patent: 28
Microsoft Technology Licensing LLC
Washington, United States
Patent: 19
Accenture Global Solutions Ltd.
DUBLIN, Ireland
Patent: 13
Ontario, Canada
Patent: 12
California, United States
Patent: 8
Washington, United States
Patent: 7
California, United States
Patent: 7
Rockwell Automation Technologies, Inc.
Minnesota, United States
Patent: 7
With the analysis among 6 patents, we discovered top 4 start-ups by total patent application. Umnai Ltd., Beijing Minglue Software System Ltd., Beijing Miaoyijia Information Technology Co. Ltd. are active in this area.
Beijing Minglue Software System Ltd.
Beijing Shi, China
Patent: 1
Beijing Miaoyijia Information Technology Co. Ltd.
Beijing Shi, China
Patent: 1
Utah, United States
Patent: 1
With the analysis among related 124 patents applied in the last 5 years. We discover 71 most active companies in this area. The fast-growing Accenture Global Solutions Ltd., Adobe, Inc., Suki AI Inc take 17.74% of patent filing during this period.
Accenture Global Solutions Ltd.
DUBLIN, Ireland
Patent: 10
California, United States
Patent: 8
California, United States
Patent: 4
California, United States
Patent: 3
Baden-Württemberg, Germany
Patent: 3
International Business Machines Corp.
New York, United States
Patent: 3
Fourth Paradigm (Beijing) Data & Technology Co., Ltd.
Beijing Shi, China
Patent: 3
New York, United States
Patent: 3
Ohio, United States
Patent: 3
With the analysis among related 124 patents in last 5 years, we discover 63 new entrants. Adobe, Inc., Suki AI Inc, Umnai Ltd. are the most active new entrants in this area.
California, United States
Patent: 8
California, United States
Patent: 4
Fourth Paradigm (Beijing) Data & Technology Co., Ltd.
Beijing Shi, China
Patent: 3
New York, United States
Patent: 3
Ohio, United States
Patent: 3
Recruit Holdings Co., Ltd.
Beijing Lai Network Technology Co., Ltd.
Beijing Shi, China
Patent: 2
Accenture Global Services Ltd.
Shanghai Shi, China
Patent: 2
With the analysis among 50 patents, we discovered top 27 universities and scientific research institutions by total patent application. The Trustees of Columbia University in The City of New York, Drexel University, Tongji University are dominant in this area. They take 20.00% of the total patent filing.
The Trustees of Columbia University in The City of New York
New York, United States
Patent: 3
Pennsylvania, United States
Patent: 3
Shanghai Shi, China
Patent: 2
Xi'an Jiaotong University
Shaanxi Sheng, China
Patent: 2
University of Electronic Science & Technology of China
Sichuan Sheng, China
Patent: 2
Massachusetts Institute of Technology
Massachusetts, United States
Patent: 1
Louisiana State University
Louisiana, United States
Patent: 1
University of South Carolina
South Carolina, United States
Patent: 1
Shanghai Jiao Tong University
Shanghai Shi, China
Patent: 1
China Agricultural University
Beijing Shi, China
Patent: 1