Much technological development is good, but AI is not the solution to everything and every problem. Many of the AI projects and digital twins built in industry remain isolated projects without being able to be applied.

This is for two reasons. First, the processes are so complicated, and the human interventions are so numerous that pure neural networks simply do not work to explain everything that happens.

- Here, at Calejo, we have developed a unique patented solution, which we call Hybrid Intelligence, where we use a combination of mathematical calculations and AI to achieve better results. With the help of our technology, we can build precise models of complex processes with millions of input parameters, which makes it possible to optimize and also control the processes in real time. We have several successful examples of this in industry, water supply systems and energy production, says Leonard Johard, CTO at Calejo.

The right organization is a must

The second problem is that most companies today have poor control over their processes and flows.

- Then it becomes a waste of money to connect exclusive IT tools to production and maintenance systems to process something that unfortunately is not already in place. Without the right organization at the core, companies will never be able to benefit from AI, says Leonard Johard.

Completely new heights

The specialist expertise and the tools and services that Calejo develops and offers are unique and can help increase the efficiency of all complex industrial processes. With proximity to academic research and with the support of its international research group, Calejo is 5-10 years ahead of the market, especially in the AI area of Differentiable Programming (DP).

- It is a new way of programming, where the program code itself is self-learning, which strongly contributes to AI now spreading across the entire programming field. The development is still in its infancy, but technology has nevertheless achieved satisfactory maturity in recent years, says Leonard Johard and concludes:

- The entire field of simulation and optimization is about to reach completely new heights. The demand for better production planning is growing rapidly in all industries.