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Feature: Ingredients substitution patterns during formulation change
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Track formulation change trends from the perspective of an ingredient being substituted in
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How often does formulation change happen, for products containing specific ingredients?
Which ingredients also get added, when a specific ingredient is added, during formulation change?
What get removed when this ingredient is added, during a formulation change?
Full ingredient list before and after formulation change, product name, brand name, time of formulation change.
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"Gravel AI's data tools have significantly shortened the research time for new ingredient development and uncovered market gaps for exports that resulted in 25% YoY increase in sales during the pandemic!"
Business Unit Manager / Ingredient Manufacturer