With the analysis among 55 patents, we discovered top 17 key players by total patent application. Koninklijke Philips NV, UiPath, Inc., Versata Development Group Inc are dominant in this area. They take 43.64% of the total patent filing.
Noord-Holland, Netherlands
Patent: 11
New York, United States
Patent: 7
Versata Development Group Inc
Microsoft Technology Licensing LLC
Washington, United States
Patent: 6
California, United States
Patent: 4
DH Technologies Development Pte Ltd.
Central Singapore, Singapore
Patent: 4
Ford Global Technologies LLC
Michigan, United States
Patent: 4
Tata Consultancy Services Ltd.
Maharashtra, India
Patent: 2
Heartland Payment Systems, Inc.
New Jersey, United States
Patent: 2
International Business Machines Corp.
New York, United States
Patent: 1
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With the analysis among related 17 patents applied in the last 5 years. We discover 6 most active companies in this area. The fast-growing UiPath, Inc., DH Technologies Development Pte Ltd., Microsoft Technology Licensing LLC take 76.47% of patent filing during this period.
New York, United States
Patent: 7
DH Technologies Development Pte Ltd.
Central Singapore, Singapore
Patent: 4
Microsoft Technology Licensing LLC
Washington, United States
Patent: 2
Versata Development Group Inc
California, United States
Patent: 1
Guangdong University of Petrochemical Technology
Guangdong Sheng, China
Patent: 1
With the analysis among related 17 patents in last 5 years, we discover 4 new entrants. UiPath, Inc., DH Technologies Development Pte Ltd., Salesforce, Inc. are the most active new entrants in this area.
New York, United States
Patent: 7
DH Technologies Development Pte Ltd.
Central Singapore, Singapore
Patent: 4
California, United States
Patent: 1
Guangdong University of Petrochemical Technology
Guangdong Sheng, China
Patent: 1
With the analysis among 31 patents, we discovered top 10 universities and scientific research institutions by total patent application. Massachusetts Institute of Technology, University of Massachusetts, The Johns Hopkins University are dominant in this area. They take 64.52% of the total patent filing.
Massachusetts Institute of Technology
Massachusetts, United States
Patent: 8
University of Massachusetts
Massachusetts, United States
Patent: 4
The Johns Hopkins University
Massachusetts, United States
Patent: 1
Beijing Institute of Technology
Beijing Shi, China
Patent: 1
Zhejiang Sheng, China
Patent: 1
National Taiwan University
Taiwan Province, China
Patent: 1
Nanjing University of Aeronautics & Astronautics
Jiangsu Sheng, China
Patent: 1
Xi'an University of Architecture & Technology
Shaanxi Sheng, China
Patent: 1
Guangdong University of Petrochemical Technology
Guangdong Sheng, China
Patent: 1