Beverage Formulation Software: Find What Moved the Sensory Score

Compare trials, find what raised overall liking, then generate the label and check additive limits from the same formula.
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October 15, 2026

The problem: sensory, labeling and compliance in separate places

Beverage teams juggle trial recipes, sensory panels, labels and additive limits. When each sits in its own file, finding what changed a score or whether a formula complies takes manual work.

The sensory panel liked trial 4 more than trial 3, but four things changed between them. Meanwhile, the nutrition label and additive limits are checked in separate files.

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What this demo shows

  1. Compare trials of a citrus sparkling drink side by side.
  2. Ask Bodie which change raised overall liking.
  3. Generate the label from the formula.
  4. Check additive limits on the same formula.

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Why it matters

Beverage teams need to know which change moved a score, then confirm the formula is labeled and compliant. Keeping trials, sensory results, labels and limits on one formula supports all three.

Asking Bodie which change raised overall liking gets an answer from the trials themselves, and the label updates as the formula changes.

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See it with your own data

This video is part of Formulation. 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

Uncountable is one platform for R&D, quality, and product life cycle work. For a beverage team, a new recipe starts here. The formula, the process conditions, and every trial behind it. Panel scores are recorded like any other test result on the exact trial that produced them. So, which change moved the score and which only moved a lab measurement?

Ask Bodie, Uncountable's AI assistant, and the answer comes from the trials themselves. When the recipe is ready, the nutrition label calculates from the same data with calories and allergens rolled up from the formula. And each additive shows the limits for the recipe's product category because one ingredient has different limits in a beverage, a confectionary, and a dairy dessert.

One platform from the first trial to the label on the pack.

FAQs

How do I find which recipe change moved a sensory score?

Panel scores are recorded like any other test result on the trial that produced them, so you can ask Bodie which change moved the score and get an answer from the trials themselves.

Can Uncountable generate a nutrition label?

Yes. The nutrition label calculates from the same formula data, with calories and allergens rolled up from the ingredients.

How are additive limits checked?

Each additive shows the limits for the recipe's product category, since the same ingredient can have different limits in a beverage, a confectionery or a dairy dessert.