kwantis presents a paper, co-authored with Eni, in the OMC Med Energy Conference and Exhibition 2021. The paper summarizes the results of a project dedicated to design and develop an innovative software able to measure in real time the quality of the data coming from the drilling operations. As a matter of fact, the drilling industry is eager to take full advantage of new AI technologies and walk its way up towards full automation and digitalization. The path, however, is not devoid of hurdles, and the lack of trustful and always reliable data is perhaps the number one.