Every day, sensors in production plants collect huge amounts of data. However, companies seldom realise how valuable the correct evaluation of large amounts of data is. This creates data graves whose potential remains undiscovered. The Heubach Group had a similar experience. However, with Festo AX artificial intelligence, it was proven that benefits for maintenance, engineering and productivity can be achieved from central PID data.