Xplain Data GmbH

The ObjectAnalytics platform processes large, complex production data in real time and provides fast, scalable insights across thousands of process variables or multiple production lines.

Its object-centric architecture enables the analysis of correlations between workpieces, process parameters, events and messages etc.. This allows a holistic view of the entire production flow, not just individual stations.

The platform models scalable causal relationships across the entire production context, without pre-processing or manual feature selection. Business users and data analysts can thus work together on relevant questions.

In combination with the Xplain Data ObjectExplorer, flexible ad-hoc analyses and "what-if" simulations are possible in order to evaluate the effects of possible interventions in advance.

Causal AI: AI-supported root cause analysis for process optimization in electronics production

The Causal AI solution from Xplain Data uncovers hidden cause-and-effect relationships in complex production data. Electronics manufacturers can thus identify the actual causes of quality problems and inefficiencies and optimize yield, error rate and efficiency in a targeted manner.

• Automated, AI-supported root cause analysis
• Cross-process analysis of all production steps