Ensure and improve data quality
Quality-assured data is the prerequisite for every reliable analysis. BAScloud checks, detects and handles data issues systematically – automated, but always documented traceably. No value is changed invisibly.
Quality-assured data is the prerequisite for every reliable analysis. BAScloud checks, detects and handles data issues systematically – automated, but always documented traceably. No value is changed invisibly.
Validation
Every incoming data record (or value) is automatically checked for completeness, plausibility and consistency. Irregularities are detected immediately instead of only being noticed during later analysis.
Rules
BAScloud checks values against configurable plausibility rules – such as physically meaningful value ranges, expected profiles or deviations from reference values. Values that violate these rules are flagged instead of being accepted unnoticed.
Detection
Missing measurements – for example due to transmission or system failures – are detected automatically. Instead of overlooking gaps, BAScloud makes them visible and classifies them by time and cause.
Gap filling
Detected gaps are not simply “smoothed over” automatically and invisibly. BAScloud closes data gaps in a controlled way – for example through traceable interpolation or substitute value generation according to defined rules – and clearly labels every substitute value as such, instead of making it look like an original measurement.
Correction
Values that fail plausibility checks are flagged instead of being deleted or silently replaced. Those responsible can review, confirm, correct or explicitly document these values as erroneous.
Approval
Every value (reading) is assigned a quality factor (0%–100%) and keeps it permanently. Depending on the settings, this data can then be retained as is, queued for review or approval, or excluded.
Traceability
Every correction, addition or approval is documented: who or what made it, when, and according to which rule. This keeps the origin of every value traceable – important for audits, reporting and trust in the data.
Your contact: Stefan Schaffner, CEO BAScloud