Practical articles on applied AI, data, quality and engineering, written from our own projects.
An energy upgrade pays off when the interventions are chosen for the specific building, not for what is fashionable or subsidised. The Energy Performance Certificate is the right place to start.
Maria Verilli · 2 min readRead article
Image based defect recognition is useful when its output is connected to the product, its position and the inspection workflow. A label such as “possible defect” is not enough on its own. Quality teams need to see the image, understand where the finding occurred and assess how certain the classification is.
Konstantinos Liakos · 2 min readRead article
An AI pilot is useful when it addresses a specific operational question and can be evaluated on relevant data. Its purpose is not simply to show that a model runs, but to establish whether it helps a team make a better decision under real working conditions.
Konstantinos Liakos · 2 min readRead article
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