As a member of the Smart Paint Factory Alliance, PI Probaligence GmbH participated on the 2nd Workference, this time at the Fraunhofer Institute for Manufacturing Technology and Advanced Materials IFAM in Bremen. For 2 days we discussed various topics regarding data usage in production and development, AI and ML applications and their deployment in existing workflows and QA with some major companies like Akzo Nobel, BASF, Evonik or Mankiewicz participating. PI is happy to contribute to this development, our recent developments fully automatic, ML-guided DoE in color development with parallel inclusion of production parameters are perceived as a real game changer in this market.