Golden Batch Statistics

X-wise statistical profile and advanced Golden Batch analytics
STATISTICS
Locked Golden Batches
These batches follow your selection in Identify + Define. Removing a batch or clearing the plot there also updates Statistics.
Selected batches: 0
Current locked batches
0 selected
Check batches, then click Remove Selected. Click Update Golden Batch to save.
Add batch from active dataset
0 selected to add
Check batches, then click Add Batch. Only batches not already locked are listed here.
Changes stay local until you click Update Golden Batch.
Feature Statistics (X variables)
Select a feature
Select batch scope
Note: `All locked golden batches` uses only locked golden batches.
Feature Trend (Batch-wise)
Get average line plot of feature
Note: This mean plot is calculated from all locked golden batches and is not filtered by the selected batch scope.
Select a feature to view average line plot.
Selected Feature vs Mean Similarity
Compares each locked batch with the mean trajectory of the chosen variable across all locked golden batches. Choose any X feature or the Y target; the table is independent of the plot's feature and batch scope.
Loading similarity based on target Y...
Batch Similarity % DTW Euclidean PCA
Download the same rows, columns and values shown above as an Excel workbook.
Statistics
Select a feature to view statistics.
Select a feature to view visual summary.
Golden Batch Envelope
Feature Importance (vs Y)
Impact/correlation of features with target output
Loading feature importance...
CSV .csv
Keep your best batches
Export Golden Batches

Download the original measurements for the currently locked golden batches, including batch names and all dataset columns.

Original rows · All measurements
Export Golden Batches
PDF .pdf
Share the whole picture
Golden Batch Report

The similarity table comes first, followed by the Golden Batch Envelope, all feature mean plots, and feature importance. Two mean plots per page.

Similarity table · Plots · Insights
Includes the selected variable's similarity table for the locked set.

Your next discovery starts here

Turn your golden reference into useful comparisons and new process ideas.

Bring your golden curve to Ferment IQ

Golden Batch Envelope

Use your selected golden batches as the reference curve for your Ferment IQ project.

Download a CSV with mean, minimum and maximum measurements across batch progress (0–100%). Use the mean trajectory to build your golden batch curve in Ferment IQ, and the minimum–maximum envelope to understand the variation around it. The export follows your current batch selection.

CSV .csv
Mean curve · Minimum–maximum envelope
Download Golden Envelope For your Ferment IQ golden batch curve
Failure Analysis

Every batch has a story.
Find what makes it different.

Compare real trajectories with your golden envelope and discover where a batch needs attention.

  • Compare a new batch: upload a CSV and compare its trajectories with the locked golden envelope.
  • Investigate other uploaded batches: see which parameters fall outside the golden range and help explain why a batch was not selected as golden.
  • Get a deviation report: review deviations over time and download a PDF or Word report for the selected batch.
Compare
Imagine the possibilities

What if you changed
one process input?

Try an idea. Explore the predicted trajectory. See how process changes could shape your next batch.

Adjust inputsExplore scenariosPlan experiments

Compare scenarios to understand how input changes affect predicted batch behavior before choosing the next experiment. Start by loading a trained PCA model, or train one from your golden batches.

Simulator