DE | EN
Analysis Packages
DataSigma Initial Analysis
Structured analysis of industrial sensor dataThe DataSigma Initial Analysis is a clearly defined analysis format for companies that want to better understand their industrial sensor data. Selected measurement or process data are examined to identify anomalies, recurring patterns, rare events and possible causes of technical deviations in a traceable way. The initial analysis provides a solid basis for further decisions, for example regarding data quality, signal modeling, anomaly detection, alarm assessment or deeper statistical analysis.What is analyzed?• time behavior and structure of selected sensor signals
• anomalies, outliers, jumps and recurring patterns
• data quality, time base, gaps and duplicates
• trends, drift and periodic components
• indications of rare events or critical system states
• existing alarm thresholds or simple evaluation logic, if availableProcess1 Short initial discussion about the question and available data
2 Data transfer and technical review
3 Structured analysis of the selected sensor signals
4 Assessment of the most relevant anomalies and patterns
5 PDF report with visualizations and final discussionDeliverablesYou receive a concise analysis report with graphical evaluations, technical findings and recommendations for possible next steps, including:• visualization of relevant signal behavior
• assessment of anomalies, patterns and events
• comments on data quality and signal structure
• initial technical interpretation of possible causes and influencing factors
• recommendations for further analysis, modeling
• alarm assessment or monitoring conceptsDurationThe DataSigma Initial Analysis is usually completed within 10 to 15 working days. The exact scope is defined before the project starts, so that the question, data basis and expected results are clearly specified.
Book an Initial ConsultationIn a short initial consultation, we discuss your current situation, the available sensor data and the possible analysis objective. This helps determine whether an initial analysis is useful and what scope would be appropriate.Duration: approx. 20–30 minutes
Format: online meeting
Cost: free and non-binding