HARMONY · The Physics Layer of Biology

Physics-first
drug discovery.

HARMONY is an AI platform built on a new branch of protein physics — one that sees what no other platform can. We are finding drug candidates for cancer, diabetes, and cardiac disease at a speed and accuracy that has never been achieved before.

We are moving fast. We'd like you to move with us.

See How It Works

The tools being used today are blind to what matters most.
We built the tool that sees.

Every major AI drug discovery platform trains on drugs that already exist. HARMONY calculates from first principles.

The Problem HARMONY Solves

$2.6 billion. Average cost to bring one drug to market.

90% of candidates fail in clinical trials. HARMONY was built to change that number.

$157B

Target market — Oncology and Rare Disease, growing to $350B+

87.4%

Accuracy across 243 blinded clinical cases

93%

Blind accuracy across 149 cancer cases

36/36

Blind predictions correct — 100% record

Where HARMONY Is Working

Three of medicine's hardest problems. One platform.

HARMONY does not specialize in one disease. It reads protein physics.

Oncology

Cancer

A single molecular scaffold active across four consecutive cancer pathway targets — a combination no approved drug currently achieves.

Metabolic

Diabetes

In congenital hyperinsulinism, HARMONY designed a novel drug candidate from physics alone, now advancing to wet lab validation.

Cardiac

Heart Disease

HARMONY detects the resistance mechanisms that make cardiac drugs fail, before a molecule is ever synthesized.

The Platform

AI powered by physics, not pattern matching.

Most AI drug discovery platforms are sophisticated search engines — they find molecules that look like drugs that already worked. HARMONY is different in kind, not degree. It computes from the laws of physics. That is why it finds molecules that have never existed before.

A Discovery No One Else Has Made

HARMONY detects a resonance signature in proteins that no training-based model can see, and confirms it against real, approved drugs.

Speed That Changes the Economics

What takes years and hundreds of millions in traditional discovery, HARMONY computes in hours, attacking the $2.6B cost problem at its source.

Built-In Safety

A safety filter runs inside every generation loop, screening for off-target risk before a molecule is ever proposed. Unsafe compounds cannot be produced by design.

A Platform, Not a Pipeline

One physics engine, applicable to any protein, any disease, any target, not a bet on a single drug.

Latest · Moving Fast

New results, roughly every two weeks.

Validation · 2026

HARMONY achieves 36/36 blind predictions correct across 5 independent peer-reviewed datasets. Every call time-stamped before the literature was checked.

2026

Pipeline · Jul 2026

Single scaffold shows confirmed activity across four consecutive cancer pathway targets — a combination no approved drug currently covers.

July 2026

IP · Jul 2026

7 USPTO provisional patents confirmed.