Treatment outcomes follow
biological structure
A biological operating system that maps patient state to treatment response from blood.
BlueMoon OS
A fixed biological coordinate system that converts gene expression into measurable treatment outcomes.
Projection Layer
Blood → biological coordinates
Alignment Layer
Biological position influences response probability
Outcome Layer
Response becomes measurable
From sample to decision
A single blood sample contains structured biological information.
By mapping this data into our fixed coordinate space, we identify exactly which patients will respond to treatment before the trial begins.
Biology organizes patients into structure
Patients form consistent structure across independent datasets
Each point represents a patient in biological space
Biological structure enables patient selection
Higher alignment → higher response
Patients ranked by biological alignment show increasing response rates
Evidence
Evaluated across independent cohorts using a fixed biological representation.
Response is governed by structured biological states
Treatment outcomes improve as we move from observation to intervention:
41 cohorts · multiple diseases
All cohorts show improvement with consistent effect size
Not a model. A system.
A fixed biological coordinate system.
No retraining.
No dataset-specific tuning.
The same structure explains response across diseases.
Access
Evaluation is performed on submitted datasets using a fixed biological system.
Detailed validation results are shared with qualified partners upon request.