AI-engine for combinatorial drug discovery

Old knowledge. New science. Smarter medicine.

Biovizions designs drug combinations — not single molecules — engineered with AI for safer, smarter medicine.

How AI works today

Modern AI narrows millions to a handful

AI drug discovery filters candidates before any wet-lab spend — moving failure out of the clinic and into the model.

Millions candidate molecules enter the screen
Thousands predicted hits by the model
Hundreds pass ADMET / toxicity filters
Shortlist validated in the wet lab

Failure moves from Phase II (late, $100M+) to compute (early, near-zero).

Biovizions extends this from single molecules to designed combinations — applying the same compute-first rigor to pairings, not just one molecule at a time.

The unmet need

Single molecules are failing — combinations must be designed

No single molecule beats biology fighting back. Push the dose to force efficacy, and it fails on three fronts.

~39M projected deaths from antimicrobial resistance by 2050
~100K/yr U.S. deaths from adverse drug reactions — dose toxicity
$528B/yr U.S. cost of drug-related morbidity & mortality

Sources: Lancet GRAM 2024 (AMR) · FDA CDER (adverse drug reactions) · Watanabe et al. 2018 (morbidity cost).

01

Antimicrobial resistance

High, constant dosing drives resistance. Designed combinations restore potency and outpace it.

02

Cancer drug resistance

Tumors escape single high-dose agents. Combinations block multiple escape routes at once.

03

Toxicity & safety

Toxicity rises with dose. Lower-dose synergistic combinations widen the therapeutic window.

Our approach

We design combinations,
not single molecules

Smarter medicine from old knowledge and new science — Biovizions uses AI to design drug combinations whose parts reinforce one another, so each works at a fraction of its solo dose.

Lower dose

Synergy lets each component do more with less.

Less toxicity

Smaller, smarter doses widen the safety window.

Better delivery

Pairings that help more of the drug reach its target.

Old knowledge. New science. Smarter medicine.

About the team

Four founders, the full arc

Computation, AI, the wet lab, and the clinic — each led by a domain expert.

Contact

Let's build smarter medicine.

For research collaboration and partnership inquiries, we'd love to hear from you.

nachishankar@biovizions.com