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Key Technology Trends to Watch in 2023: From AI and 5G to Quantum Computing and Cybersecurity

Tullio Siragusa

Some of the key companies leading the way in AI and ML include Google, Facebook, Amazon, Microsoft, and IBM. These companies have invested heavily in research and development in these areas and have released several products and services that utilize AI and ML, such as Google’s TensorFlow and Amazon’s SageMaker.

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Exploring the Global Smart Cities Market: Software Opportunities

Tullio Siragusa

Having spent time as an advisor to an AI application company focused on smart cities, what I’ve learned is that the smart cities market can be segmented into several categories based on the type of service providers. Let’s explore the market opportunities by categories and regions.

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The Innovation Stack

The Inovo Group

A useful analog is the concept of a ‘full-stack’ used by software developers to create complex software systems. that let a company build their innovation system. The Innovation Systems created using the stack are highly variable, customized and idiosyncratic to the organizations leadership, culture, and operating system.