With the analysis among 69 patents, we discovered top 37 key players by total patent application. Walmart Apollo LLC, SAP SE, McAfee LLC are dominant in this area. They take 26.09% of the total patent filing.
Ohio, United States
Patent: 11
Baden-Württemberg, Germany
Patent: 4
California, United States
Patent: 3
New York, United States
Patent: 3
New York, United States
Patent: 2
Guangdong Sheng, China
Patent: 2
New York, United States
Patent: 2
With the analysis among 2 patents, we discovered top 1 start-ups by total patent application.
California, United States
Patent: 2
With the analysis among related 36 patents applied in the last 5 years. We discover 20 most active companies in this area. The fast-growing Walmart Apollo LLC, Huawei Technologies Co., Ltd., Institute For Information Industry take 25.00% of patent filing during this period.
Ohio, United States
Patent: 5
Guangdong Sheng, China
Patent: 2
Taiwan Province, China
Patent: 2
California, United States
Patent: 2
New York, United States
Patent: 2
California, United States
Patent: 1
Montana, United States
Patent: 1
Shanghai Shi, China
Patent: 1
With the analysis among related 36 patents in last 5 years, we discover 15 new entrants. Huawei Technologies Co., Ltd., Institute For Information Industry, Oak Analytics, Inc. are the most active new entrants in this area.
Guangdong Sheng, China
Patent: 2
Taiwan Province, China
Patent: 2
California, United States
Patent: 2
New York, United States
Patent: 2
California, United States
Patent: 1
Montana, United States
Patent: 1
Shanghai Shi, China
Patent: 1
Hunan Sheng, China
Patent: 1
With the analysis among 3 patents, we discovered top 2 universities and scientific research institutions by total patent application.
Hunan Sheng, China
Patent: 1
Heilongjiang Sheng, China
Patent: 1