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Monitor how soon a product is discontinued after launch - filtered by ingredients.
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Filter out the experimental launches.
New product launches are not the same one year vs another.
A quickly discontinued product implies commercial failure.
Track launches acceleration and deceleration by ingredient.
"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