ANYinstrument Data Pipelines from One Description to Every Next File

A messy tensile tester export becomes mean, standard deviation and specimen count on the right experiments, from one description.
1:30
November 1, 2026

The problem: your instruments shouldn't limit your lab software

Every new instrument brings a new export format. Header blocks, metadata rows and inconsistent columns mean someone cleans files in a spreadsheet before results reach your system of record, or waits for a custom integration. Until then, test results sit in spreadsheets and shared drives, disconnected from the formulations they belong to.

Custom integrations take time to build and maintain, and every new instrument or firmware update can break them. Many labs end up with a backlog of instruments still handled by hand.

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What this demo shows

A coatings scientist has a new tensile tester and no saved pipeline for it. They:

  1. Describe the export to Bodie, the Uncountable assistant, once. Bodie builds a data pipeline: a saved import for files like this one.
  2. Check the preview before anything is saved. The pipeline skips the header block and matches six samples to six experiments.
  3. Upload. Each film gets its mean, standard deviation and specimen count on the right experiment, with no spreadsheet step.
  4. Send the next export through the saved pipeline, with no AI step.

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Built so bad data never gets in

Imports are all or nothing. If one sample name is wrong, nothing is written. Fix the name and the whole file goes in. You never end up with half a file in your experiments.

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Works with the instruments you already have

ANYinstrument is equipment agnostic. If an instrument exports a CSV or Excel file, Uncountable can import it, and every later file runs the same saved logic.

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Why it matters

Your instrument data should outlive the project that created it. Describing an export once means every later file from that instrument imports the same way.

Results land on the experiment next to their formulation, ready for charts and analysis, without a spreadsheet cleanup step.

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See it with your own data

This video is part of ANYinstrument. To see how it would work with your own formulations and records, request a demo. Our team replies within 30 minutes during business hours.

Read the transcript

New tensile tester? Meet ANYinstrument from Uncountable. Import the tester's CSV and Excel exports into your experiments. Your instrument list shouldn't decide which lab software you can buy.

Describe your file once. Bodie, the Uncountable assistant, builds a data pipeline: a saved import for files like this one.

Each upload skips the header block and gives each film its mean, standard deviation and specimen count. No spreadsheet step.

Check the preview before anything is saved. Six samples, six matching experiments. Upload, and every value goes to the right experiment.

The next export runs the saved pipeline with no AI step. Same logic every time.

One wrong sample name and nothing is written. All your data or none of it. Never half a file. Fix the name and the file goes in.

Works with the instruments you already have. If it exports a CSV or Excel file, we can import it.

ANYinstrument from Uncountable.

FAQs

Does every file import go through AI?

No. Bodie helps you build the pipeline once from your description of the export. After that, later files from the same instrument run through the saved pipeline with no AI step.

Which instruments does ANYinstrument work with?

ANYinstrument is equipment agnostic and works with the instruments you already have. This demo uses a tensile tester, but if an instrument exports CSV or Excel, it can be imported.

How do I know the import is right before saving?

You get a preview first. In this demo it shows the header block skipped and six samples matched to six experiments before anything is saved.

What happens if a sample name in the file is wrong?

Nothing is written. Imports are all or nothing, so you never get half a file. Fix the sample name and the whole file goes in.

What file formats can ANYinstrument import?

If your instrument exports a CSV or Excel file, ANYinstrument can import it.