LSynthetic demo data

LIFE OS

Molecule Runtime

Understand how your molecule is living across humans.

1,800 synthetic trajectories · 244,774 observations · continuously learning

NBL-101Oncology

GI toxicity in solid-tumour therapy

How NBL-101 lives across 600 people: response, tolerance, and the GI patterns that decide whether they stay on therapy.

Patients
600
Opportunities
65
New clusters
3
Open program
META-24Metabolic

GLP-1 receptor agonist

Weight and metabolic response over 180 days, with early nausea as the main reason people stop.

Patients
700
Opportunities
40
New clusters
3
Open program
ONX-7Oncology

Immune-mediated response

Immune response, inflammatory load and fatigue across 500 trajectories, including an unexpected resilient responder group.

Patients
500
Opportunities
9
New clusters
3
Open program

Biological state → intervention → response → learning. Every recommendation closes a loop that LIFE OS learns from.

Not a dashboard about a drug. An interface for interacting with a drug as it lives across thousands of human trajectories.

Everything here is synthetic. Fictional molecules, generated people, simulated outcomes. No medical recommendations.