Check the health of your data

Monitor Series

Easily navigate forecast versions, detect data gaps, and monitor insertion lags — ensuring your models stay reliable and production-ready.


Monitoring

Data versioning

Data versioning is essential for understanding system evolution. To analyze budget deviations effectively, you need clear visibility into how your data has changed over time.


Monitoring

Detect outliers

In time series data, outliers are often the norm. The Timeseries Refinery provides powerful tools to detect gaps and anomalies, with options to correct outliers automatically or manually — even in bulk.


Monitoring

Monitor insertion lags

In operational processes, monitoring the health of key data series — especially those feeding scheduled tasks — is critical. The Timeseries Refinery lets you easily configure and track baskets of series for insertion lags, ensuring timely and reliable data acquisition.


Monitoring

Medallion Architecture, Ready Out of the Box

Structure your time series with a built-in bronze–silver–gold data model. Access raw, unaltered data at any time thanks to built-in versioning. Apply corrections only at the primary (bronze) level, before resampling at your desired frequency using formulas. These refined (silver) series then serve as a reliable foundation for high-level business indicators — whether through formulas or advanced analytics.


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References

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