In the year 2021, New machine learning apps idea and demands are expanding. These demands have boosted the evolution of new or updated tools and technologies. There are numerous businesses that are concentrating more to build light weights applications. According to the most recent stats, there are almost 2.8 million apps on the Google play store and 2.2 million on the Apple store, it has been noted that the trend of ordinary and traditional apps has faded with the evolution of new technologies. Machine Learning (ML) and Artificial Intelligence (AI) have opened new opportunities and doors for the business world.

San Diego-based apps and security company Edge has secured $400,055 in seed funding, according to company database Crunchbase, topping the city's recent funding headlines. The cash infusion was announced on August 19. According to its Crunchbase profile, "Edge is an SDK platform that enables its users to develop security applications for its clients. Its product range includes client-side encryption, data backup, password recovery, blockchain technology, private key authentication, IoT, financial applications, bitcoin and private messaging. Edge (formerly Airbitz) was founded in 2014 and is based in California."