Provotics is a computational biology project building research systems around uncertainty, provenance, and explicit limits. Its flagship, Provenance-2, estimates tumor site of origin from one bulk RNA-seq profile.
Provotics is currently a research and educational project operated by Kareem Badran in North Carolina, United States. Kareem Badran is the controller for account, access, support, and website-contact data described in the Privacy Policy. Provotics does not present itself as a hospital, clinical laboratory, medical practice, or regulated medical-device manufacturer.
Provenance-2 is the only system currently presented for invite-only pilot access. Prospect-1 is a research preview available locally via Lab Assistant for granted accounts; Science Workbench for Claude and Lab Assistant remain research previews. See Products and availability for the explicit maturity map.
There is no public advisory board, institutional partnership, customer roster, or independently verified deployment list to disclose today. Those claims will be added only when the underlying relationship is real and permission to publish has been obtained.
For vendor onboarding, security review, or legal identity questions, use the procurement page and provide the requesting organization and required documentation.
Gene expression contains useful signals about tumor biology, but no single transcriptomic model supplies a complete molecular account or replaces validated assays. Provotics focuses first on a bounded site-of-origin task, then keeps exploratory subtype, immune, and target-context signals labeled according to their evidence.
Biology + AI @ UNC Charlotte
Provotics is my deep dive into computational biology, building the bridge between molecular biology and machine learning to read cancer's signature. Open to research-lab and biotech collaborations.
15% of all profit is donated to Heal Palestine and the Palestine Children's Relief Fund (PCRF). It's a standing commitment, built into how Provotics operates, not a one-off.
Start with the product maturity map and public evidence status, then apply if Provenance-2 fits a research need.