G2P Bio

G2P

Genotype to Phenotype AI

AI Models Trained on
Millions of Real Patients

Not mice. Not cells.

Validation today. Simulation tomorrow.

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Population-First AI

We train foundation models directly on millions of human genomes and clinical outcomes

1000x Faster

Analysis in minutes, not months

Confounder-Controlled

Clean signals from noisy data

Real Outcomes

Trained on actual patient data

What We Offer

Target Validation

Validate your targets on millions of real patient genomes

  • Human genetic evidence in weeks
  • Confounder-controlled analysis
  • Effect sizes and safety signals

Virtual Trials

Simulate 1,000 trials before running one real one

  • Optimize cohort and endpoint selection
  • Test power assumptions pre-enrollment
  • Find subpopulations that respond

Digital Twins

Model patient trajectories before trials begin

  • Privacy-safe synthetic cohorts
  • Drug effect and safety prediction
  • Genetic diversity without HIPAA risk
2.6x

Drugs with human genetic support have 2.6x higher clinical success rates

We validate at population scale in weeks

Human Evidence Before Human Trials

info@g2p.bio
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