Top Artificial Intelligence Companies, These days, traces of artificial intelligence can be found in almost everything. Across social media, users are sharing stories about using AI-powered apps to code, write academic papers, produce artwork, and even compose music. All these stories point to the fact that artificial intelligence has entered the so-called “mainstream,” and we are just beginning to see the impact of this popularity on the world.

In the nested and almost infinite world of artificial intelligence, there is a concept called “Capability Overhang” that refers to the hidden capabilities of artificial intelligence; That is, the hidden skills and abilities of the system that researchers have not yet investigated.

You may have heard that artificial intelligence models are like “black boxes”; they are so large and complex that we still do not fully understand their mechanism. The reason is that today’s models are much more powerful than we think, and the methods we use to check them are very primitive.

Hael Capability perfectly describes what is happening these days with the introduction of artificial intelligence into everyday life. For years, researchers have been developing new artificial intelligence models at such a speed that they don’t even have the chance to commercialize them.

But in the last few years, some new applications and software, such as ChatGPT or Dall-E, have made these capabilities available to ordinary users. As we advance in artificial intelligence, everything will change rapidly in the next few years.

The artificial intelligence industry is expected to grow to over $422 billion by 2028.

 According to a 2020 McKinsey Global survey, 50% of companies reported using artificial intelligence in at least one of their business-related activities. Before the field of synthetic intelligence changes so much that we cannot follow its progress let’s review the top 11 fake intelligence companies in the world in this article.

The top artificial intelligence companies in the world can be examined from two aspects, which of course, may overlap; First, those well-known companies that have very significant shares in this field, and that is why their names are always at the top of the list, including Microsoft, IBM, and Google; Second, those companies that, although they will never reach Google and Microsoft in terms of capital value, their projects and innovations in the artificial intelligence industry have been precious and influential.

Amazon

Amazon uses artificial intelligence in voice recognition and cloud-based machine learning technology on Amazon Web Services (AWS). This company was established in 1994 and specialized in e-commerce and cloud technology. Amazon entered the field of artificial intelligence development in 2015 and 2016 when it equipped a wide range of Alexa devices with voice recognition.

Amazon’s annual revenue for 2022 is reported to be around $502.2 billion, a large part of which includes the field of artificial intelligence. The company uses artificial intelligence for its online store, algorithms used in Alexa, and other products. Newcomers to AI can use Amazon’s machine-learning solutions through the SageMaker JumpStart hub. Amazon has even developed a chatbot with artificial intelligence called Amazon Lex.

In October 2022, Amazon announced the acquisition of the robotics company iRobot Corp., which will undoubtedly expand this technology giant’s presence in the home products field based on artificial intelligence. Interestingly, Amazon organizes Alexa Prize competitions among students to promote innovation in artificial intelligence.

Microsoft

Like Amazon, Microsoft is active in both consumer and business AI. The company launched its digital assistant Cortana in 2014 to compete with Alexa, Siri, and Google Assistant. Artificial intelligence capabilities are a big part of Azure cloud services, and the company provides various services in machine learning and chatbots for several large businesses worldwide. In 2018 alone, Microsoft acquired five AI companies, including Lobe and Xoxo. It is said that the 68 billion dollar acquisition of Activision Blizzard was also made to develop Metaverse and in line with Azure artificial intelligence projects.

Microsoft uses its supercomputers to develop artificial intelligence projects. In 2021, Microsoft’s Azure supercomputer named Voyager-EUS2 entered the world’s list of the fastest computers. In October 2022, Microsoft unveiled the Microsoft Designer project, which is similar to the Dall-E platform and is an artificial intelligence-based graphic design program used to create social media posts, invitations, and other graphic work.

The reason for Microsoft’s presence in the list of top artificial intelligence companies in the world, in addition to its size and Azure cloud services, is the company’s support for researchers and organizations that use artificial intelligence to improve the world’s situation in the fields of environment, accessibility, humanitarianism, health, and cultural heritage. Use.

C3.ai company

C3.ai company is not as well known as Amazon and Microsoft in this list, But it is considered a significant company in artificial intelligence development. Its artificial intelligence is used in various areas, such as manufacturing products, financial services, oil and gas, chemicals, agriculture, and defense. C3.ai’s customers are mainly American companies and military organizations.

Enterprise users can develop their desired applications with the help of C3 artificial intelligence tools without writing a single line of code or from applications developed by C3.ai to meet the needs of industries, including helping banks spend less time filling out forms. Loans or assistance to manufacturers in predictive maintenance and repairs. C3 says that the company’s software can be implemented in any cloud platform without any changes. Organizations can use them in the Microsoft, Amazon, Google, or IBM cloud platforms or implement them in their data centers.

C3.ai CEO Tom Seibel founded the company in 2009. Before founding C3.ai, he owned the software company Siebel Systems, which he sold to Oracle in 2006 for $1.6 billion.

DeepMind

DeepMind is an artificial intelligence research and development company that operates as a subsidiary of Alphabet, the parent company of Google, and was founded in 2010 by British students named Demis Hassabis, Shane Legg, and Mustafa Suleiman.

The startup trained its AI algorithms with old games from the 70s and 80s to get smarter over time. Google acquired DeepMind in 2014 for $500 million. The profit of this company in 2021 was more than 126 million dollars.

DeepMind develops advanced artificial intelligence to engage with human challenges, such as winning mind games or understanding complex data structures such as stories and family trees. The company developed WaveNet voice technology, which underlies the Google Assistant voice assistant and the Google Cloud Platform. DeepMind’s AlphaFold tool can study 3D models of protein structures to accelerate the process of medical research.

DeepMind is included in the list of top artificial intelligence companies worldwide because it has conducted significant research in vital artificial intelligence and has made remarkable achievements in this field. The company has also paid a lot of attention to the safe and ethical use of artificial intelligence. DeepMind’s machine learning model can be used with minimal supervision.

H2O.ai Inc

Founded by a team from the open source community in 2012, H2O.ai describes itself as a leader in the “democratization of artificial intelligence” movement and believes that the development and use of artificial intelligence should be free for everyone.

The company’s cloud platform makes artificial intelligence accessible to everyone through pre-built models, ready-to-use app stores, and minimal coding required. H2O.ai is valued at around $1.6 billion, and its annual revenue is estimated at $47.4 million.

The last two rounds of H2O.ai were led by two large banks, including the Commonwealth Bank of Australia and Goldman Sachs, which shows the importance of the company’s artificial intelligence activities in financial services.

The H2O.ai cloud platform allows users to develop models and applications based on artificial intelligence through the company’s automatic machine-learning capabilities. Customers can also improve their AI applications through the H2O.ai Feature Store. With the help of this company’s artificial intelligence-based document management tool, you can categorize documents, extract the desired content from them, and then label them. The company’s open-source services are free, but more advanced tools require payment.

The factor that puts H2O.ai in the list of top AI companies in the world is the success of this company in smoothing several common challenges in the field of AI development, Including the tool that is available to the user to check “Feature Drift” to make sure that the model has not lost its accuracy over time. The company’s free machine learning tools can also be used in Apache Hadoop, Spark, and Kubernetes environments. These tools can also automatically detect bias in-app features.

IBM

IBM is mainly known in this field for its proprietary artificial intelligence engine, Watson, used in research and commercial products. The company provides artificial intelligence in decision-making, language processing, and intelligent automation.

In collaboration with MIT University, IBM designed the Watson artificial intelligence engine to compete with humans in games like Jeopardy. Still, today, this engine can be used in almost all areas of work, from human resources to finance and supply chain management. IBM’s annual revenue in 2020 was more than 73 billion dollars, of which the share of IBM Watson’s health unit is estimated to be about 1 billion.

IBM is seriously pursuing the field of artificial intelligence and has assigned several teams to work on artificial intelligence hardware, artificial intelligence testing, machine conversation, machine vision, and several other areas.

IBM is listed among the top AI companies because it was one of the first AI systems developed that could answer natural language questions. The company offers an extensive catalog of ready-to-use products based on Watson, reducing users’ need to create and configure artificial intelligence. IBM also allows its customers to use its products on-premises or in the cloud.

Meta Platforms

Meta (formerly Facebook) was founded in 2004 and had a long history of working with artificial intelligence tools, mainly using them to direct users to the products and content they want. In addition to current capabilities, Meta has announced the construction of an artificial intelligence supercomputer that can work with hundreds of languages, develop augmented reality tools, and pave the way for realizing the Metaverse. This company’s annual revenue in 2020 was reported to be nearly 86 billion dollars.

These days, Meta’s name is tied to scandals of leaking and selling user data and metaverse adventures. Still, the impact of this company on the field of artificial intelligence cannot be ignored. Meta develops AI-based facial recognition tools that are used across all of its social media platforms. Meta artificial intelligence in the Oculus headset enables realistic interactions in virtual and augmented reality. Meta’s new artificial intelligence algorithm can detect hateful content based on a new architecture called Linformer.

The numerous open-source tools it has developed over the years make Meta a top AI company. AI developers can build more advanced models using the Meta open-source library and registering on GitHub.

OpenAI

Except for the Dall-E artificial intelligence technology, the second version of which was made available to a few artists on April 6, 2022, and we talked about it in detail in another article, OpenAI has made significant achievements in the field of artificial intelligence during its seven years of existence, which in particular, has touched the subject of creativity and artistic taste.

Founded in 2015, OpenAI is one of those mysterious companies trying to be the first to achieve solid artificial intelligence with their secret projects. The company is the creator of the controversial Dall-E text-to-image project, and its GPT-3 language model is doing wonders in machine learning. The quality of the samples produced using this language model is so excellent that it is hard to tell that humans did not write them.

The company’s artificial intelligence technology is used in popular language learning applications like Duolingo. Its other tools translate natural language into code or even generate songs. Footprints of OpenAI AI tools can be found in almost anything, as many of them are open-source and free.

The factor that places OpenAI in the list of top artificial intelligence companies is its models’ open source and accessible nature, which have played an essential role in advancing innovation in large companies such as Microsoft, Intel, and IBM due to their scalability and high accuracy. The GPT-3 language model has also been used in many projects and can generate code, text, and even poetry.

SenseTime

Artificial intelligence is used in many fields these days. Still, one of the most successful and, at the same time, dangerous areas of the use of artificial intelligence is automated surveillance.

Chinese startup Suntime is developing artificial intelligence, and facial recognition-based surveillance software for government law enforcement that it says is more powerful than Meta and Google. It is reported that Alibaba, the giant of the e-commerce world, has invested more than 4.5 billion dollars in Suntime, making it the most valuable artificial intelligence startup in the world.

Along with facial recognition software, Suntime offers its AI-based services to improve the camera application to smartphone manufacturers, including Oppo and Vivo; It brings beauty effects and other virtual reality filters to Chinese social platforms, including Weibo, and provides an authentication method for Chinese online shopping and financial apps, including Huanbei and Rong360.

Suntime was founded in 2014 by two researchers named Tang Xiao and Zhou Li. The company cooperated with Qualcomm in 2017 and is one of the founders of GAIAA Artificial Intelligence Academy in Shanghai. The annual income of this company in 2020 was reported to be around 534 million dollars.

The reason that places Suntime in the list of top artificial intelligence companies is that it is research-oriented and is among the most profitable companies in Asia. Suntime works closely with governments and companies to provide machine vision and is one of the leading companies in developing artificial intelligence for smart cities. Currently, the company’s focus is on the development of self-driving cars.

Nvidia

You might be surprised to hear Nvidia’s name in the list of the top artificial intelligence companies in the world. Still, this well-known company in the chip industry has been working in the field of artificial intelligence, especially the CUDA GPU programming language, for nearly twenty years. AI developers have realized the tremendous value of GPU parallel processing and have embraced Nvidia’s GPUs for machine learning and AI.

Leonardo, one of the world’s fastest supercomputers, uses Nvidia graphics processing units. The Meta company is also building the world’s largest artificial intelligence supercomputer, which currently uses 6080 A100 NVDA graphics processing units and is equipped with Nvidia’s InfiniBand quantum network system. Nvidia’s H100 and A100 fake intelligence chips are so powerful that the US government has restricted their sales to China and Russia for national security reasons.

Nvidia is on the list of the best artificial intelligence companies because it has a long history in this field, and the graphics processors made by this company are used in almost all areas of machine learning and artificial intelligence.

Intel

Like Nvidia, Intel has several critical hardware and software artificial intelligence projects in its portfolio. Intel’s Nervana processor is used in machine learning, and the company’s Movidius processor is used in neural networks and visual recognition of objects. Intel also works on hardware and software projects to provide natural language and deep learning solutions. Intel’s commitment to artificial intelligence is enough that one of the slogans of this company is: “Accelerate your AI journey with Intel.”

In November 2022, Intel unveiled the FakeCatcher project, a real-time deepfake detection software. Analyzing the “blood flow” in the video pixels can detect the fakeness of the video within a few milliseconds with an accuracy of 96%.

Intel is the world’s largest chipmaker by revenue and dominates the CPU market. According to a report, the artificial intelligence chip market was worth about 8 billion dollars in 2020, which is expected to reach nearly 200 billion dollars in 2030.

Intel CEO Pat Gelsinger has recently put artificial intelligence at the center of the company’s future products and emphasized that the need for artificial intelligence for higher levels of heavy computing in the future will make this area a critical factor in Intel’s overall strategy.