Outer Biosciences has trained an AI on living human tissue kept alive for weeks.
It predicts which chemicals benefit skin.
The company plans to license findings to beauty and pharma brands.
What happened
Michael Polansky's startup Outer Biosciences has kept human skin alive for up to a month and uses an AI loop to predict chemicals that may benefit skin. The company plans to license or sell its ingredients to beauty and pharma firms.
Why it matters
This approach allows observation of slower biological processes like sunburn recovery and collagen remodeling, which standard tests of days cannot capture. It could speed up finding cosmetic ingredients, generating a new candidate roughly every six weeks.
What to watch
Four of six current leads may reach commercialization. The company has raised $23 million to date and employs 19 people. Competitor Vivodyne has raised nearly $80 million, including $38 million recently.
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Outer Biosciences operates at the intersection of biotech and AI, using discarded human skin to run experiments that are safer and more realistic than animal models. The AI model predicts which chemicals might work, tests them on living tissue, and learns from the results. This loop has accelerated discovery from a couple of leads in 18 months to a new candidate every six weeks.
The company's business model avoids FDA approval because it focuses on cosmetics, not drugs. Instead, it goes through OECD safety testing and partners with brands to commercialize. With $23 million raised and 19 employees, it remains lean. The recent public disclosure comes as the team gains confidence in its data. Rival Vivodyne, which uses lab-grown organs, has raised more, highlighting a competitive field.
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