Evaluate measurement series and spectra automatically

Laboratories evaluate measurement series and spectra automatically

Needs setupAI Act: no extra obligationsAnalysing & reporting dataChemicals & pharma

Fits: Research & development · Production, engineering & maintenance

Calibrations, assays and spectra comparisons run through fixed rules, and outliers and values outside the calibration range are flagged. You check the anomalies instead of recalculating every series by hand.

Is this for you?

  • You evaluate many similar measurement series, such as calibrations, stability samples or series on the spectrometer.
  • The raw data can be exported as a table from the instrument software or the laboratory information system.
  • There is a standard operating procedure that evaluations follow today, and someone who is technically responsible for it.
First step today

Take a completed or made-up calibration series without project names or substance names and have it evaluated with the template below. Compare the slope, intercept and flagged outliers with the result from your instrument software.

How to go about it

  1. Define the evaluation question and criteria
  2. Export and standardise the raw data
  3. Have the evaluation calculated according to a fixed rule
  4. Check against the instrument software and the standard operating procedure
  5. Prepare the result for the lab report or project group
  6. Set up the evaluation as a fixed process

Templates to copy

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Included in the training

The complete guide

  • 6 steps explaining exactly what to do
  • 3 proven templates to copy into your own AI
  • Safe use: data, checking, deciding, informing
  • Pitfalls, effort and how to recognise success

With the training you get all 430 guides for as long as your access runs.

See the trainingOne-off per person, no subscription

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CP-06 · Legal status 08.10.2026