With the analysis among 5,579 patents, we discovered top 474 key players by total patent application. Genesys Cloud Services, Inc., Avaya, Inc., Avaya LLC are dominant in this area. They take 13.46% of the total patent filing.
With the analysis among related 822 patents applied in the last 5 years. We discover 182 most active companies in this area. The fast-growing Capital One Services LLC, United Services Automobile Association, Pindrop Security, Inc. take 6.81% of patent filing during this period.
With the analysis among related 822 patents in last 5 years, we discover 93 new entrants. Pindrop Security, Inc., Avive Solutions, Inc., Massachusetts Mutual Life Insurance Co. are the most active new entrants in this area.
With the analysis among 51 patents, we discovered top 19 universities and scientific research institutions by total patent application. Université des Sciences et Technologies de Lille, Beijing University of Posts & Telecommunications, Guangxi University are dominant in this area. They take 31.37% of the total patent filing.