The use of video content by various business entities is on the rise. Be it a promotional video or an explainer video, creators nowadays prefer showing their content in the video format instead of simple text. This trend is based on various research works that have concluded that video content is more effective than simple text content. Videos instantly attract the attention of the viewers, is more engaging and memorable. This makes video content an obvious choice for the viewers, and thus, for the creators as well.

Democratization of the AI adoption is generating new opportunities for all kinds of AI professionals (tech, biz, and hybrid profiles). I see more people with "atypical profiles" re/up-skilling so they can help with new internal AI initiatives for small and medium businesses. We are going more granular in terms of AI skills and responsibilities. Cloud-enabled / aaS platforms are helping a lot. MLOps is the key industry trend, and an organic answer to the need for a well-defined end-to-end AI/ML lifecycle.

What are the key players of the global Cognitive Computing Technology market report? What will be the market size of the global market? What are the challenges and risks in front of the global market? What are the major key players in the global market? Who are the key vendors in the global Cognitive Computing Technology market?

Artificial Intelligence has matured from technology buried in computer science labs using complex coding techniques to more common algorithms and supporting technologies used as part of the design strategy of new generation products. Many of the developers have known of AI techniques for years but did not have a practical way to apply the algorithms because the compute overhead was too high, the sample of data was too small and the number of techniques that needed to be applied made the code too complex. With centralized computing in SaaS applications and cloud data centers, AI has become much more practical and accurate. We see a number of products that are running crude AI today and vendors that are pretty far along in their use of AI. Getting products that apply to small and medium businesses are more of a challenge, but we see efforts at Intuit, Xero, BQE Core, Citrix ShareFile, Thomson, CCH and most other products that apply to the CPA profession and to small and medium businesses.

Believe it or not, the contributions of small businesses to the global economy of the United States are far better than larger companies. This is why NumberAI, a startup corporation known for helping small businesses, continues to create bold solutions that would help the industry reach its prime. In just a short amount of time, NumberAI has already proved its excellence because of the effort to evolve small and medium businesses. Recently, Draper Fisher Jurvetson (DFJ), a venture capital firm that invests in companies focusing on technology, provided NumberAI a seed funding worth $1.6 million. The raise is going to help the Oakland, California-based company develop additional features to its system, which makes landline numbers smarter.