Gen AI Revolution: Behind the Scenes of the Cognitive Factory

What do we mean by a cognitive factory today?

A cognitive factory is a business model in which AI, and generative AI in particular, plays a central role in business processes. It is no longer just a support tool, but an integral part of how a company produces, makes decisions, develops and manages knowledge. It is therefore an organization where human and artificial intelligence work together in a secure, structured and scalable way.

Is what you’ve just described a vision of the future of industry, or is it already a reality?

It is already a reality, more than we might think. Major industrial and technology companies are integrating AI into production processes, with copilots supporting engineering and automation. The real evolution lies in moving from experimentation to structured adoption. This is the direction behind Lumen, our proprietary platform designed to bring generative AI into the business processes of Camozzi Group companies in a concrete and effective way.

What are the enabling technologies for the cognitive factory?

Several, to name just a few: generative AI, machine learning, big data, cloud computing and computer vision. Today, generative AI provides the most direct layer of interaction, as it makes all these capabilities accessible through natural language, assistants and agents. The real value therefore comes from combining all these technologies within a single ecosystem.

How did you make your AI system reliable?

We have focused on reliability through proprietary technologies such as Dato Certo, designed to reduce hallucinations and ground responses in verified information, and the Disambiguator, which helps AI better understand the context and the specific domain in which it operates. This allows us to improve both response accuracy and the system’s ability to deliver real value across business processes.

What is the biggest challenge in bringing an industrial AI platform like Lumen from the lab to the factory floor?

The most complex challenge is not technological, but cultural and organizational. Bringing a platform like Lumen into the factory means involving key users, building trust and supporting people in the adoption process. For this reason, self-learning and continuous training programs are essential, which we guide within the company through LINK, our corporate academy.