Eigeno Bio-Engine v2.4 Open-Weights Released

Shape the future of predictive health.

Deploy hyper-scalable generative and clinical-grade intelligence toolkits designed to project multi-morbidity risks 365 days in advance and uncover AI-driven pathway repurposed drug treatments.

Access Platform API Explore 10 Pathologies

1-Year Predictive Horizon Pathologies

Our clinical neural nets parse phenotypic, genomic, and real-world multi-omic data profiles to flag indicators 12 months ahead of standard diagnostics.

Cardiovascular

Coronary Artery Disease

Predicts endothelial dysregulation and plaque structural vulnerabilities 12 months before clinical manifestation.

Metabolic

Type 2 Diabetes

Flags continuous sub-clinical microvascular variations and progressive pancreatic beta-cell fatigue patterns.

Neurological

Alzheimer's Disease

Identifies early blood-brain barrier decay vectors and initial systemic neural sync shifts.

Renal

Chronic Kidney Disease

Models structural hyperfiltration drops long prior to regular serum creatinine deviations.

Pulmonary

COPD Progression

Tracks early persistent sub-clinical airway architecture adjustments and silent hypoxia risk profiles.

Immunological

Rheumatoid Arthritis

Detects preclinical molecular autoantibody elevations before joint symptom presentation.

Hepatic

NASH / MASH

Forecasts structural fatty liver inflammatory transitions into severe stage fibrosis.

Cardiovascular

Chronic Heart Failure

Identifies minor nocturnal biometric pattern drifts and silent fluid retention signals.

Oncology

Early Lung Carcinoma

Screens for deep micro-RNA variations and volatile metabolic byproduct exhalation changes.

Neurological

Parkinson's Disease

Flags sleep architecture variations and autonomous cardiovascular dysregulation indicators.

AI-Driven Transcriptomic Drug Repurposing

Rather than spending a decade engineering novel synthetic pathways from scratch, Eigeno maps the pathomechanisms of chronic diseases against a vast catalog of **pre-approved human safe small molecules**.

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Safety Pre-Screened: Bypasses typical early-phase toxicology roadblocks by using compounds with established clinical records.

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Affinity Prediction: Simulates ligand-protein docking mechanics at millions of data coordinates simultaneously.

eigeno-repurpose-simulation.py

[INIT] Loading systemic transcriptomic disease networks...

>> Targeting Node: AD-Hyperinflammation-09

>> Simulating small molecule chemical candidates: 42,910 matches

[MATCH FOUND] Compound ID: EIG-8041 (Rheumatologic Agent)

Repurposed Indication: Alzheimer's 1-Yr Preventative Path

Affinity Score: 98.42% | Validation Cohort: N=14,200

[READY] Awaiting verification query request pipeline...

Enterprise Bio-Intelligence Ecosystem

Integrate clinical prediction frameworks seamlessly without building fragile database infrastructure pipelines from the ground up.

Self-Hosted / On-Prem

Deploy full prediction networks entirely within your specialized hospital infrastructure cluster. **Guarantees complete HIPAA, GDPR, and local privacy alignment**.

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Developer Platform API

Connect patient diagnostic outputs over a simple REST web structure. Access model evaluations instantly with ultra-low computation response latencies.

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Research Sandbox

A fully open weights model framework catalog tailored specifically for academic labs, validation cohorts, and bio-informatics researchers.

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