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Microsoft Fabric is an analytics platform that supports end-to-end data workflows, including data ingestion, transformation, real-time streaming, analytics, and reporting. It provides integrated environments such as

The use of AI in heat treatment operations can fundamentally change the way we look at our industry. I have already outlined a model that allows

Thomas Wingens published a very interesting article on the topic of AI in heat treatment here on Linkedin. Similarly, Janusz Kowalewski often mentions this issue with

The second model of the quenching room is a vacuum heat treatment plant used for hardening tools. The type of product is indefinable, it is always

Another question is how much data do I need to give the AI ​​room for its activities. I tried to work with ChatGPT with two types

Is what was said in the previous parts tempting? In my opinion, yes. The ability to see the status of the offers, their volume, potential profitability,

So how about the RFQ process, the commercial offer? It’s a few steps that a salesperson, a receptionist or a technologist or metallurgist, the quality department,

To tell the truth, it is no longer easy for our generation to understand this. So an example is needed. Start with something simple and then

And what might it actually look like? ERP receives a request for quotation. It contains data: material: 16MnCr5, requirement: CHD = 0.8 mm, customer, deadline, quantity.

Thomas Wingens published an interesting article on the topic of “THE AUTONOMOUS THERMAL PLANT: HOW AI AND ROBOTICS ARE CHANGING HEAT TREATMENT”. For those who don’t

So I’m smarter again …. Jiří Stanislav October 6, 2025