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Platform
Molecular discovery for
skin longevity.
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Biology is extraordinarily complex. Within each cell, more than 30,000 genes switch on and off continuously, directing cellular behavior. With billions of cellular events occurring every second, Debut’s proprietary AI platform decodes these processes, allowing us to design hyper-targeted solutions that support long-term skin health.
Harnessing biological complexity with AI, genomics, and formulation science, we create ingredients and products that deliver measurable performance and skin longevity.
Biotech beauty leverages this deep understanding of skin biology to create high-performing, precision-targeted ingredients that deliver clinically-proven skincare formulations and tangible consumer benefits.
Ingredient possibilities
Data points in skin health
Cheaper
Faster ingredient discovery compared to traditional methods
Months from discovery to scaled production
Inside Debut’s
Consumer Genomic Understanding
Large proprietary genomic data sets to understand the consumer at the molecular level
AI Ingredient Discovery
Use in-house AI to discover the highest-performing ingredient for a biological problem
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Product Formulation
Create market-ready products tailored to a specific problem at the molecular level
AI Ingredient
Discovery
We’ve built BeautyORB™, the world’s largest and most accurate AI genomics platform for skin health, to uncover the next frontier in ingredients.
Using generative ingredient prediction, we cut years from innovation cycles to access the most advanced ingredients the beauty industry has ever seen.
With AI at our core, we screen over 96 billion ingredients, unlocking 99.999% of chemical space that remains unexplored. What would take 100,000 years using conventional methods is now achievable in mere months.
Debut’s proprietary, in-house skin health datasets now surpass public datasets, achieving 99% consistency. This leap in data quality accelerates ingredient prediction and enables the discovery of entirely new chemical entities.
Behind every
30k
Genes tested
20k
Molecules screened per minute
200+
New pathways evaluated
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Clinical
Debut’s clinical validation combines advanced genomic insights with rigorous benchmarking against top-tier ingredients, consistently identifying candidates that outperform current leaders. Through clinical testing, we pinpoint the ingredients that most powerfully drive skin longevity, enabling our partners to access superior formulations faster, more efficiently, and at lower cost.
2B Data Points in Skin Health
Skin cell types for claims support and in vitro testing
Pre-clinical essays developed for molecule validation
Success rate from pre-clinical testing to clinical performance
Commercialization
We don’t just innovate in the lab. We discover, validate, and scale novel ingredients and formulations into brand-ready products with pharmaceutical-grade rigor and claims backed by consumer testing. Our innovation engine delivers precision formulations with unmatched speed, consistency, and market impact. The result: products that outperform legacy benchmarks and reach market months – and sometimes years – faster.
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