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Michael Polansky's Outer Biosciences emerges from stealth with AI-powered living skin research platform
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Michael Polansky's Outer Biosciences emerges from stealth with AI-powered living skin research platform

Aug 22, 2026

Outer Biosciences, a biotechnology startup co-founded by Michael Polansky, has emerged from stealth after four years of private development. The Massachusetts-based company has raised $23 million to support its platform, which keeps surgically discarded human skin tissue alive for up to a month. By feeding physical test results from this living tissue back into an on-premise AI model, the startup has accelerated its discovery of cosmetic ingredients, generating a new candidate compound roughly every six weeks. Polansky's partner, Stefani Germanotta (Lady Gaga), serves on the company's board.

Outer Biosciences stealth emergence

  • ▪Early financial backers of Outer Biosciences include Wing Ventures, Initialized, and Michael Polansky's investing firm Hawktail.
  • ▪Outer Biosciences was co-founded in 2022 by Michael Polansky, Kyung-Jin Jang, Chris Hinojosa, and Stanley King.
  • ▪Outer Biosciences has raised approximately $23 million in funding to date.
  • ▪Outer Biosciences has emerged from stealth after operating in near-total silence for four years.
  • ▪Outer Biosciences employs 19 people, with almost the entire team based just outside Cambridge, Massachusetts.

Living tissue preservation platform

  • ▪Outer Biosciences sources human skin tissue from cosmetic surgeries through biobanks and brokers, paying fees on a cost-recovery basis.
  • ▪The human skin tissue used by Outer Biosciences is de-identified by supplying organizations to protect donor privacy before arrival.
  • ▪Outer Biosciences uses a proprietary support system to feed nutrients to the skin tissue and remove metabolic waste.
  • ▪Outer Biosciences keeps surgically discarded human skin tissue viable for up to one month outside the body.

AI-powered compound discovery

  • ▪Outer Biosciences generates a new skin-active candidate compound roughly every six weeks using its AI-integrated loop.
  • ▪Outer Biosciences has six active development programs and has logged several dozen additional compound hits.
  • ▪Outer Biosciences runs its AI models on-premise rather than in the cloud to keep its proprietary biological data secure.
  • ▪Outer Biosciences' AI model predicts which untested chemical compounds will affect specific skin functions, then refines itself using physical test results.

Cosmetic ingredient licensing model

  • ▪Outer Biosciences bypasses the FDA drug approval process by focusing on cosmetic ingredients, which require safety testing under OECD guidelines.
  • ▪Outer Biosciences plans to license or sell its finished cosmetic ingredients to beauty and pharmaceutical brands rather than launching its own consumer brand.
  • ▪Outer Biosciences generates revenue through collaborative research partnerships, including a pharmaceutical partner studying cancer drug skin rashes.

Michael Polansky career background

  • ▪Michael Polansky studied applied mathematics and computer science at Harvard University, graduating in 2006.
  • ▪Michael Polansky worked at the hedge fund Bridgewater Associates for three years before moving to Silicon Valley in 2009.
  • ▪Michael Polansky managed Sean Parker's family office and serves as the executive director of the Parker Institute for Cancer Immunotherapy.

Lady Gaga partnership

  • ▪Outer Biosciences' chief scientist, Kyung-Jin Jang, serves on the scientific advisory board of Stefani Germanotta's cosmetics brand, Haus Labs.
  • ▪Stefani Germanotta sits on the board of directors of Outer Biosciences.
  • ▪Michael Polansky is the romantic, creative, and business partner of Stefani Germanotta, professionally known as Lady Gaga.

3 sources

Mezha
Lady Gaga’s Partner Uses AI to Study Human Skin Kept Alive Outside the Body
View source article
Techcrunch
Michael Polansky is training an AI model on skin that’s still alive
View source article
Thenextweb
This startup is training an AI model on skin that stays alive for a month
View source article

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