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How the Most Innovative SaaS Companies Use Data Science

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Artificial intelligence organizations are attracting the most attention, including investments. AI stocks can be selected from software creators, chip producers, and firms that are actively applying AI technologies to increase their products.

List of artificial intelligence funds for surveillance and investment

International and analytical firms have long been talking about the prospects of artificial intelligence technologies and their widespread adoption in various fields: software, computer knowledge, cybersecurity, advertising algorithms, financial assistance, pharmaceuticals, healthcare, and others.

Company and machine learning technologies apply computer algorithms and massive amounts of data to reduce algorithms for pattern recognition and prediction.

According to a study by the largest investment bank Goldman Sachs (GS), private venture funding (typically startup funding) for artificial intelligence jumped 18% in 2019 to $ 26.2 billion, despite the broader venture capital market falling 16 % for the same period. This suggests that the AI industry and data science company is seen by investors as cutting edge.

International research and consulting firm IDC expects global AI spending to more than double, from $ 50 billion in 2020 to $ 110 billion in 2024.

AI software vendors

Machine learning
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According to forecasts by analyst firm Omdia, yearly income from AI software businesses globally will increase from $ 9.7 billion in 2018 to $ 119.3 billion in 2025.

Microsoft (MSFT) and Google (parent company of Alphabet) are actively promoting AI technology in cloud computing and selling AI-powered analytics services to enterprise customers.

The Microsoft AI platform helps develop solutions in machine learning, applications, video games, robotics, Internet-connected devices (IoT), healthcare, and more.

Google’s AI platform offers its Document Understanding AI end-to-end data analytics and machine learning solutions and an AI communication focus.

Salesforce (CRM) offers AI Einstein software and a Salesforce form builder with machine learning that encourages you to get more predictions of your business and clients and improve deals, help, shopping, and business.

In December 2019, Intel (INTC) gained Israeli AI organization Habana Labs for $ 2 billion to develop its data science center product segment.

The Adobe System (ADBE) offers e-commerce AI devices that personalize website content by highlighting the goods or assistance that consumers are more inclined to purchase.

AI firms

Notable examples of companies actively applying AI technologies are:

  • (AMZN) has invested heavily in collecting information to analyze third-party seller contributions and consumer data on its e-commerce platform.
  •  Google and Facebook (FB) are adopting AI devices in digital broadcasting. Facebook is also applying AI to increase the activity feed in its common media apps.


Overall, machine learning can have a significant impact on software development. Software companies need to seriously think about the impact of machine learning and the potential benefits it can offer, not only in terms of building applications but also in terms of the nature of the software itself. Machine learning is undoubtedly a game-changer in software development.

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