Shannon®, the real-time solution recommender, provides situational suggestions for operators of automated production lines to reduce problem-solving time during breakdowns and short stops. The tool thus forms a continuous optimization loop based on high-frequency machine controller data. Shannon® makes expert knowledge about problems and their solutions explicitly available to the entire staff at the right moment in a mobile app.