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It is no coincidence that companies are investing in AI at unprecedented levels at a time when they are under tremendous pressure to innovate. The artificial intelligence models developed by data scientists give enterprises new insights, enable new and more efficient ways of working, and help identify opportunities to reduce costs and introduce profitable new products and services.

The possibilities for AI use grow almost daily, so it’s important not to limit innovation. Unfortunately, many organizations do just that by tethering themselves to proprietary tools and solutions. This can handcuff data scientists and IT as new innovations become available, and…


From the Intergovernmental Panel on Climate Change’s (IPCC) recent wake-up call to the latest targets set by the Biden Administration and the EU Green Deal, it is clear decarbonisation is the only viable destination. It is up to Europe’s energy sector — aided by tech — to get us there.

As the path to net-zero requires a massive reduction in global emissions, many focus on the role of politics, regulation, and the rise of renewable energy. …


Giuliano Liguori highlights Italy as an example and warning that pushing ahead with smart city plans should ensure access for the worst off, on an individual and municipal level, as top priority.

It is hard not to feel sorry for urban planners. Faced with the growing pressure to combat climate change, attract business and respond to citizen demands for ever-higher standards of public services, they had their work cut out for them even pre-pandemic.


Photo by Carl Heyerdahl on Unsplash

Notes from Industry

What is ModelOps?

Managing models in production is challenging. To optimize the value of Artificial Intelligence, AI models must improve efficiency in business applications or support efforts to make better decisions as they run in production. ModelOps is the key capability for scaling and governing enterprise AI initiatives across the organization and ensuring that the maximum value is obtained from such enterprise AI initiatives.

This article will talk about the requirements for systems that should be put in place to support this ModelOps capability. …


In this era, where a huge amount of information from different fields is gathered and stored, its analysis and the extraction of value have become one of the most attractive tasks for companies and society in general.

  • What is Data Science in simple words?
  • A brief history of Data Science.
  • Challenges to practising Data Science.
  • Who is a Data Scientist?
  • Data Science tools for Data Scientists.
  • Where are we going? Perspectives.

What is Data Science in simple words?

The term “Data Science” has emerged only recently to specifically designate a new profession that is expected to make sense of the…


In this interview, I joined Engati CX to discuss the Corporate Digital Network.

Most of the traditional companies are still hesitant to adapt to automation. What according to you can bring a change in their thinking?

I think that in the vision of each company there is the desire to become a company that solves the problems of society. And brings happiness and well-being to as many people as possible. …


This article represents the second part of a series called “Letter to a CIO”, which reports the discussions between the author of the letter, dr. Domenico Lepore Founder Intelligent Managemnt Inc. and several Chief Information Officers, with the aim of providing them with an effective methodology to address and successfully solve common problems that CIOs face in the Digital Age.

The result of this series of interviews helped dr. Domenico Lepore crystallize the scheme for his last book “Moving the Chains — an operational solution for embracing complexity in the Digital Age


This article represents the second part of a series called “Letter to a CIO”, which reports the discussions between the author of the letter, dr. Domenico Lepore Founder Intelligent Managemnt Inc. and several Chief Information Officers, with the aim of providing them with an effective methodology to address and successfully solve common problems that CIOs face in the Digital Age.

The result of this series of interviews helped dr. Domenico Lepore crystallize the scheme for his last book “Moving the Chains — an operational solution for embracing complexity in the Digital Age


Image by author

This article represents the first part of a series called “Letter to a CIO”, which reports the discussions between the author of the letter, dr. Domenico Lepore Founder Intelligent Managemnt Inc. and several Chief Information Officers, with the aim of providing them with an effective methodology to address and successfully solve common problems that CIOs face in the Digital Age.

The result of this series of interviews helped dr. Domenico Lepore crystallize the scheme for his last book “Moving the Chains — an operational solution for embracing complexity in the Digital Age


How to operationalize, integrate and deploy AI models in line with businesses value expectations

Photo by Markus Spiske on Unsplash

Modern organized enterprises recognize that the adoption of a data-driven strategy is crucial to compete in an increasingly digitalized market. Data and analytics have become a very high priority, rising to the board level, which sees technologies such as Machine Learning and Artificial Intelligence as an opportunity to increase business capabilities, making processes more efficient and facilitating the spread of new business models.

Far and wide, investment in AI and data management are drastically increasing and new data science projects are underway to build predictive and analytical models for various purposes. However, while companies plan to scale up sophisticated Artificial…

Giuliano Liguori

Giuliano Liguori is a technologist, an influencer in the digital transformation and artificial intelligence space. glweb.eu

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